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{"sheet":"Liking","index":1,"n_rows":792,"n_cols":121,"rows_kept":792,"cut":false,"hidden":false,"merged":[[345,1,348,8],[390,6,390,7]]}
[null,"XLSTAT 2022.1.2.12345 - Analyse de données de préférences - Début : 31/03/2022 à 10:10:11 / Fin : 31/03/2022 à 10:10:19 / Microsoft Excel 16.014931"]
[null,"Données de préférences : Classeur = LIK_tuto_FR.xlsm / Feuille = Data / Plage = 'Data'!$C:$C / 595 lignes et 1 colonne"]
[null,"Produits : Classeur = LIK_tuto_FR.xlsm / Feuille = Data / Plage = 'Data'!$B:$B / 595 lignes et 1 colonne"]
[null,"Sujets : Classeur = LIK_tuto_FR.xlsm / Feuille = Data / Plage = 'Data'!$A:$A / 595 lignes et 1 colonne"]
[null,"Centrer les sujets : Oui"]
[null,"Réduire les sujets : Non"]
[null,"Nombre de produits : 5"]
[null,"Nombre de sujets : 119"]
[null,"Troncature : Automatique"]
[null,"Intervalle de confiance (%) : 95"]
[null,"Nombre de valeurs manquantes au format horizontal : 0"]
[]
[]
[]
[]
[null,"Données au format horizontal :"]
[]
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[null,"257",8,7,7,7,7,8,8,9,9,9,8,8,9,7,6,5,4,5,1,9,6,5,3,9,9,6,6,7,9,7,9,6,9,6,8,7,9,7,7,8,9,8,9,9,9,5,8,8,9,7,9,8,6,8,4,6,9,9,6,9,9,9,6,6,5,9,9,3,8,9,9,9,9,5,9,7,9,9,6,9,3,5,9,9,8,8,7,4,9,8,9,9,9,9,6,8,5,4,1,9,2,8,1,2,8,8,5,8,9,9,7,8,7,8,7,9,3,9,5]
[null,"548",5,7,8,8,9,9,7,7,1,9,8,9,9,7,9,8,3,1,9,9,7,9,7,6,6,8,7,7,9,9,9,7,9,7,5,6,1,5,6,6,1,7,7,7,8,6,7,8,9,8,7,8,5,7,6,1,7,9,8,9,7,9,8,8,7,8,9,2,7,1,9,9,6,9,9,7,9,8,7,9,3,8,7,9,7,8,7,6,9,6,8,8,9,9,9,7,5,4,9,9,9,9,5,8,6,8,9,6,9,9,7,3,6,4,6,9,6,6,7]
[]
[]
[null,"Ces données au format horizontal et sans valeurs manquantes peuvent vous être utiles pour réaliser des analyses complémentaires en personnalisant vos options (exemple: Cartographie interne des préférences, Classification ascendante hiérarchique, k-means...)"]
[]
[]
[null,"Résultats avant de centrer les sujets :"]
[]
[null,"Moyennes des produits avant de centrer :"]
[]
[null,"Produit","Valeur"]
[null,"106",5.6638655462184895]
[null,"992",6.1596638655462188]
[null,"366",5.7142857142857126]
[null,"257",7.1848739495798304]
[null,"548",7.0588235294117654]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit avant de centrer :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"Moyennes des sujets avant de centrer :"]
[]
[null,"Sujet","Valeur"]
[null,"43",6.2]
[null,"41",6.4]
[null,"44",6.8]
[null,"31",7.6]
[null,"26",6.2]
[null,"37",6.6]
[null,"45",4.4000000000000004]
[null,"35",6]
[null,"46",6.6]
[null,"50",6.4]
[null,"29",5.2]
[null,"48",6.6]
[null,"51",4.4000000000000004]
[null,"47",6]
[null,"55",4.8]
[null,"54",6.8]
[null,"78",4.8]
[null,"80",4.8]
[null,"76",6.2]
[null,"81",7]
[null,"83",6.4]
[null,"77",6.4]
[null,"82",6.2]
[null,"73",6]
[null,"86",7]
[null,"89",7.4]
[null,"85",7]
[null,"88",6.4]
[null,"90",5.8]
[null,"93",8]
[null,"92",6.8]
[null,"94",6.6]
[null,"96",6.6]
[null,"99",6.2]
[null,"100",5.4]
[null,"87",6.6]
[null,"84",5.8]
[null,"101",6.8]
[null,"95",7]
[null,"103",6.6]
[null,"91",4.4000000000000004]
[null,"104",7]
[null,"98",5]
[null,"106",7.2]
[null,"109",8]
[null,"108",7]
[null,"107",6.4]
[null,"105",4.8]
[null,"97",6.4]
[null,"112",6.6]
[null,"115",7.8]
[null,"113",8.1999999999999993]
[null,"114",5.8]
[null,"110",6.6]
[null,"102",6]
[null,"119",4.5999999999999996]
[null,"117",8.1999999999999993]
[null,"118",7.4]
[null,"121",4.8]
[null,"116",6.2]
[null,"60",5.4]
[null,"52",7.4]
[null,"53",5.6]
[null,"57",6.6]
[null,"59",6.2]
[null,"49",6.6]
[null,"58",7]
[null,"61",5]
[null,"64",6]
[null,"66",5.2]
[null,"56",6.6]
[null,"68",5.8]
[null,"65",6.4]
[null,"69",8.1999999999999993]
[null,"63",7.4]
[null,"70",7.8]
[null,"67",8]
[null,"74",6.4]
[null,"62",8]
[null,"71",8.6]
[null,"75",5]
[null,"810",5.8]
[null,"79",7]
[null,"42",8.4]
[null,"39",6.2]
[null,"40",7.2]
[null,"38",7.6]
[null,"36",6.4]
[null,"28",8]
[null,"33",5]
[null,"27",8.8000000000000007]
[null,"34",6.2]
[null,"23",8.1999999999999993]
[null,"24",8]
[null,"32",5.2]
[null,"30",7]
[null,"21",3.8]
[null,"25",4.8]
[null,"17",3.3999999999999995]
[null,"20",8.8000000000000007]
[null,"22",5.4]
[null,"15",6.6]
[null,"6",5]
[null,"11",4.8]
[null,"9",6.4]
[null,"3",5]
[null,"19",5]
[null,"16",5.6]
[null,"18",7]
[null,"13",8.8000000000000007]
[null,"12",7.4]
[null,"14",5]
[null,"10",6.4]
[null,"8",5.4]
[null,"5",5.2]
[null,"4",6.6]
[null,"1",5.4]
[null,"7",5.6]
[null,"2",5.6]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Résultats après centrage des sujets :"]
[]
[null,"Moyennes des produits :"]
[]
[null,"Produit","Valeur"]
[null,"106",-0.69243697478991617]
[null,"992",-0.19663865546218484]
[null,"366",-0.64201680672268902]
[null,"257",0.82857142857142829]
[null,"548",0.70252100840336151]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Produit :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",4,251.13613445378087,62.784033613445217,15.418579385588711,5.290467352365652E-12]
[null,"Erreur",590,2402.4638655462177,4.0719726534681655]
[null,"Total corrigé",594,2653.5999999999985]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Interprétation (Produit) :"]
[]
[null,"Etant donnée la p-value associée à la statistique F calculée dans le tableau d'analyse de la variance, et étant donné le niveau de signification de 5% choisi, l'information apportée par les variables explicatives est significativement meilleure comparée à ce qu'expliquerait la seule moyenne de la variable dépendante."]
[]
[]
[]
[]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Produit / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Produit) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"257 vs 106",1.5210084033613436,5.8141692512320144,2.7362324653921934,1.00100804756309E-7,"Oui",0.80519976526059234,2.2368170414620949,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"257 vs 366",1.4705882352941178,5.6214343589259839,2.7362324653921934,2.9182432592644858E-7,"Oui",0.7547795971933664,2.1863968733948691,null,"||||||||||||||||||||||||||||||||||||||||||||"]
[null,"257 vs 992",1.0252100840336134,3.9189428102226853,2.7362324653921934,9.4031808794259319E-4,"Oui",0.30940144593286201,1.7410187221343647,null,"|||||||||||||||||||||||||||||||||||"]
[null,"257 vs 548",0.12605042016806745,0.48183723076508511,2.7362324653921934,0.9890023548155491,"Non",-0.58975821793268401,0.84185905826881891,"||||||||||||","|||||||||||||||||"]
[null,"548 vs 106",1.3949579831932761,5.3323320204669296,2.7362324653921934,1.3751879950341106E-6,"Oui",0.679149345092525,2.1107666212940273,null,"||||||||||||||||||||||||||||||||||||||||||"]
[null,"548 vs 366",1.3445378151260501,5.1395971281608981,2.7362324653921934,3.7181828795862515E-6,"Oui",0.62872917702529874,2.0603464532268014,null,"|||||||||||||||||||||||||||||||||||||||||"]
[null,"548 vs 992",0.89915966386554591,3.4371055794576,2.7362324653921934,5.6637558261219967E-3,"Oui",0.18335102576479445,1.6149683019662975,null,"||||||||||||||||||||||||||||||||"]
[null,"992 vs 106",0.49579831932773027,1.8952264410093289,2.7362324653921934,0.32098120172027855,"Non",-0.22001031877302096,1.2116069574284816,"||||","||||||||||||||||||||||||"]
[null,"992 vs 366",0.44537815126050434,1.7024915487032983,2.7362324653921934,0.43315715764252738,"Non",-0.27043048684024701,1.1611867893612557,"|||||","|||||||||||||||||||||||"]
[null,"366 vs 106",5.0420168067225934E-2,0.19273489230603011,2.7362324653921934,0.99969173275197387,"Non",-0.66538847003352519,0.76622880616797706,"|||||||||||||","|||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.8696170623632105]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"257",0.8285714285714284,0.18498177637856514,0.4652685323962053,1.1918743247466514,"A"]
[null,"548",0.70252100840336096,0.18498177637856514,0.33921811222813786,1.065823904578584,"A"]
[null,"992",-0.1966386554621849,0.18498177637856514,-0.559941551637408,0.1666642407130382,null,"B"]
[null,"366",-0.64201680672268924,0.18498177637856514,-1.0053197028979124,-0.27871391054746614,null,"B"]
[null,"106",-0.69243697478991517,0.18498177637856505,-1.0557398709651382,-0.32913407861469224,null,"B"]
[]
[]
[null,"Cartographie interne des préférences :"]
[]
[null,"Valeurs propres et pourcentages d'inertie :"]
[]
[null,null,"F1","F2","F3","F4"]
[null,"Valeur propre",46.472634498944529,33.112070023496216,22.204675346154225,17.210620131405015]
[null,"Inertie %",39.052634032726495,27.825268927307746,18.659391047188425,14.462705992777325]
[null,"% cumulé",39.052634032726495,66.877902960034248,85.53729400722267,100]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Corrélations entre les sujets et les facteurs :"]
[]
[null,"Sujet","F1","F2","F3","F4"]
[null,"43",-0.106175918377433,0.92378196377608912,-0.16901080251949377,0.32678571937956369]
[null,"41",9.7144690481917637E-2,0.92343069233370179,-0.26889129050612709,-0.2560002723772441]
[null,"44",-6.2373052974257409E-2,0.92278403000351361,0.2974199781747689,-0.23689785312591061]
[null,"31",0.14184225077917287,0.2510868681333121,-0.77706553954936153,-0.55946877284595753]
[null,"26",0.73050971883980087,-5.5021167150068925E-2,0.64076302947894537,-0.229675775603356]
[null,"37",0.86404233808130071,0.37377886143096628,8.335084200791815E-3,-0.33712123505014496]
[null,"45",0.85328848119944933,0.27596554173864135,0.41519916560289633,0.15281178131248141]
[null,"35",0.82750883937221631,-6.175709648482771E-2,-0.55599109614559727,-4.7844360184117626E-2]
[null,"46",-0.29541567841755667,-0.12334831485319313,-0.41824009269141854,0.85005293660656622]
[null,"50",0.95286183519240575,-0.10647738400604305,0.28290036802142082,2.6158583721863745E-2]
[null,"29",0.78993832456973401,5.6030963592500295E-2,0.59719205257139585,0.12735629878580992]
[null,"48",0.93196148042197147,0.12468030184970721,0.24987383381376063,-0.23122648748697969]
[null,"51",0.86351225854673441,0.2751813173182745,0.42206094913509362,2.2053960045298672E-2]
[null,"47",0.71482704732246294,0.65637634606001927,0.22059341954806208,-9.7626471826240707E-2]
[null,"55",0.89704973993908843,-5.4068831361175781E-2,0.14456673102169645,-0.41409997081882444]
[null,"54",-0.25282710598350189,-0.57264989871508953,0.53274830929707406,-0.56949959343507461]
[null,"78",-0.78379317318653752,0.3172293288278209,0.42527973601195623,0.32275526445780739]
[null,"80",-0.17533480847594138,-0.58360525928331475,-0.6839398907576244,0.40110950138834772]
[null,"76",-0.37168449685704891,7.1830160197537324E-2,-9.4081560187117594E-2,-0.92078212564910178]
[null,"81",0.82991760285990579,-0.5520454461581521,7.2166756789881797E-2,3.5700939115730315E-2]
[null,"83",-0.39426033091700574,0.72866986293203939,0.54247241029305859,-0.13900613796036382]
[null,"77",0.46738796968086838,-0.41053955961299693,-5.7199775443167518E-2,-0.78085462249999815]
[null,"82",-0.71732938200267271,4.0706551125102818E-2,0.133752927715998,-0.68256258961252969]
[null,"73",5.7851996625863558E-2,0.93234139421175055,0.23325325268428795,0.27015845579565045]
[null,"86",0.26903811903457814,0.67416677454215146,-0.66770444256064543,0.16519209422531739]
[null,"89",-0.63458197633613589,0.49223922976941464,0.39380355752121521,-0.44712975082069062]
[null,"85",-0.64989761358178932,-0.15748514637924127,0.74235499690134188,4.1720248156165929E-2]
[null,"88",0.55373478814580956,-0.37380827440523812,0.69847964634796222,0.25645924046701635]
[null,"90",0.88010093393132482,0.41729648657564711,-0.11600532413394374,-0.19449615203753709]
[null,"93",-0.34325089612249871,0.52095900853041111,0.39776137503157111,-0.67273057183028839]
[null,"92",0.55350560322638975,0.67923640966370569,-0.37793093605255496,-0.29906128896697531]
[null,"94",-0.5055425334321143,0.69975329058782376,0.44295789541101777,-0.24199252487544798]
[null,"96",0.85700324262002192,-0.51456607554375411,2.5673230970839941E-2,1.0396213242569511E-2]
[null,"99",0.17651551376214406,0.54506637209722919,-0.6584768702712156,-0.48800935926258204]
[null,"100",0.71431906792185895,6.0338037032205791E-2,5.5166903552799816E-2,0.69502820319951308]
[null,"87",-0.43652464532752583,0.84386117515817782,0.23973511030585154,0.19967881201814811]
[null,"84",-0.23314248994554407,0.51139934478403004,-0.4627921456425656,0.68552076516179172]
[null,"101",-0.64830250058145522,0.59876315369275401,-0.2765315177498972,0.38041670995196669]
[null,"95",3.0077826003011749E-2,0.25492379121277159,-0.94522709968482721,-0.2016306402262536]
[null,"103",0.33116138331283568,0.58081999503365422,-0.74078920635026158,6.4897020936131797E-2]
[null,"91",0.48718019460966627,-0.24111165786718772,-0.60274934334716557,0.58413513463511613]
[null,"104",0.35844043954734939,0.62886447499406994,0.41628398568627256,0.55023410167735631]
[null,"98",0.85328504949221118,0.49671822226139883,9.0557729980936308E-2,0.1302878717580791]
[null,"106",-1.1820433705513611E-2,0.69457357363923744,0.53908278189578096,0.47625369543189711]
[null,"109",0.44256909959135332,-0.55970474426876882,0.46370592875458155,0.52520472481479252]
[null,"108",-0.78395030281188893,-0.61674095755403924,5.4913396479972655E-2,-4.5133500678627037E-2]
[null,"107",0.96242916380974286,-0.10544190436363628,-0.21202119823392959,0.13288762527826867]
[null,"105",0.5932867210583318,0.77966764569081259,0.15202163559726306,-0.13045555254235758]
[null,"97",0.91551189172577219,0.14548516716811022,0.37446035888417756,2.1248102670546831E-2]
[null,"112",0.60480735833696297,0.61419190793204492,-3.5292189872383591E-2,-0.5056983496772266]
[null,"115",0.37418922137419586,0.34472564887292406,-0.61886693763254952,0.59845665433832806]
[null,"113",-0.57779289329926287,0.7173142183441571,-0.3433356611109446,-0.1836744631778981]
[null,"114",-0.26455418312706075,0.83281280355600829,-0.47911527107267998,-8.2960686159824368E-2]
[null,"110",0.31952218226258527,0.78692329928177129,-0.49919586349584927,-0.17164144592225203]
[null,"102",-0.57482813092270124,0.46442248326120084,-0.37318896597791307,-0.56090495862824197]
[null,"119",-0.5748270769704964,0.54875158088643672,0.15275073718896742,0.58746297444555562]
[null,"117",6.9552138200441052E-2,0.2756594379354364,-0.9028074775213405,0.32266551238150609]
[null,"118",0.88010093393132482,0.41729648657564711,-0.11600532413394374,-0.19449615203753709]
[null,"121",0.9152214193225906,-0.18525068758267038,-3.786481022349969E-2,-0.35583450157345459]
[null,"116",0.54886898821201013,0.81626557046709669,2.0630039634491244E-2,-0.17896299537566288]
[null,"60",0.43202278585753862,0.86530630759543825,0.21994485365217645,0.12737962116195398]
[null,"52",0.79220540972983877,0.54344040715589526,0.26880457160632748,-6.9478161666470667E-2]
[null,"53",0.42005414200075619,0.74266468003880515,2.4161794964279795E-2,-0.52097974862270002]
[null,"57",-9.3294663196013553E-2,0.44502572428836684,0.76212499277543844,-0.46088361429735653]
[null,"59",-0.25340230368615135,0.54903501229261453,-0.27423550490190435,-0.74775846074424235]
[null,"49",0.89509583969555306,-0.18961003121172426,-0.39826686805382772,-6.5076690405983031E-2]
[null,"58",0.96767510297209514,-0.24362381451466564,-2.1802479125067303E-2,-6.1457172024661527E-2]
[null,"61",-0.92911778432088699,0.30480472877126197,8.9187711890421503E-2,0.18941956663733006]
[null,"64",0.90401394740874674,-0.39152525043916903,1.1316231892173182E-2,0.17128544612653099]
[null,"66",9.6124002523551161E-2,-0.12919764508820084,-0.27617573970583109,0.94752050396835963]
[null,"56",0.88842779182046949,0.3063445815520584,0.34153951657661435,-1.4135582453879742E-2]
[null,"68",0.92771451302325869,-0.25459827595689816,-0.23840818278952947,-0.13299262605418211]
[null,"65",0.7086065193711566,0.39143679121802805,-0.23342433981816671,0.53867162238796529]
[null,"69",-0.61486030754766541,-0.30731015239579446,5.2085196363259312E-2,-0.72442694922032369]
[null,"63",0.92771451302325869,-0.25459827595689816,-0.23840818278952947,-0.13299262605418211]
[null,"70",-0.92771451302325869,0.25459827595689816,0.23840818278952947,0.13299262605418211]
[null,"67",0.99474210800233387,2.8342618842025137E-2,5.6487357900781167E-2,-8.0585438645188912E-2]
[null,"74",0.17907693502708147,0.91785739707432923,0.3476851556611163,6.7707329811105721E-2]
[null,"62",-0.88260910987392582,-0.3344734954768166,-0.24808458666608998,-0.21813454070777247]
[null,"71",0.57779289329926287,-0.7173142183441571,0.3433356611109446,0.1836744631778981]
[null,"75",-0.8263229690676428,0.38784348113990169,0.37918760731357232,0.15160654137709867]
[null,"810",0.49194212541053201,-0.79292565352150013,0.16983833610271173,-0.31688608808834395]
[null,"79",0.3586614663946297,0.83331275975508723,-0.41879694296235492,3.9508448696466608E-2]
[null,"42",0.84731714529115032,4.6839176428727078E-2,-0.46365702972473677,-0.25471926828170799]
[null,"39",0.22803512643709875,0.80463220863485208,0.50073480329885389,0.22323003091760577]
[null,"40",0.55589331882876658,0.56777290554021487,0.603254988427401,6.8556288941408319E-2]
[null,"38",-0.53436259348806492,-0.74900222953972428,0.28018087504319122,0.27377172258153853]
[null,"36",-0.84358228134718982,0.30197977241941748,0.42774519114950826,-0.11921075075284897]
[null,"28",0.89519270182376987,-6.8981792027168934E-2,-0.38557754557005436,-0.21260643292795997]
[null,"33",0.54637801289000076,0.69126924183207894,0.36193348594403002,0.30433871603803569]
[null,"27",-0.47323707408620919,-6.7883802738691754E-2,-0.47038396766803003,0.74173943133484588]
[null,"34",0.66859626028855057,-2.1720607031450536E-2,0.66870674894779758,0.32455899289654072]
[null,"23",0.92771451302325869,-0.25459827595689816,-0.23840818278952947,-0.13299262605418211]
[null,"24",0.57779289329926287,-0.7173142183441571,0.3433356611109446,0.1836744631778981]
[null,"32",0.85855569242235896,-8.0446116640927202E-3,0.22369342429162617,-0.46127937213907982]
[null,"30",-2.2213674967553759E-2,0.99601891655782726,1.3150648054794401E-2,8.5322511444211602E-2]
[null,"21",0.14760536112332009,0.96744352176714765,-6.4469813574430407E-2,-0.19521611792091281]
[null,"25",-0.66573584735273739,0.59853365787867086,0.42926122375175296,0.11953260525504643]
[null,"17",0.19402672476544985,-0.134864340061711,0.78804639780813468,-0.56846118139951718]
[null,"20",-4.8116210306906805E-2,0.68701188787783762,0.71028797047403569,0.14556955457823675]
[null,"22",-0.29706790973577379,-2.6949695018051483E-2,0.85562218680657021,-0.42300714460632327]
[null,"15",0.74291515259183571,-0.33784570809356718,0.57739318782593174,2.3546979093178828E-2]
[null,"6",-0.80462227798954444,0.30925699718601685,0.47152518466163607,-0.18602983546790122]
[null,"11",3.0890027844093216E-2,-0.5932813996917099,0.62339499109015795,-0.50837158854851383]
[null,"9",-0.20765353494693195,0.84566660375201741,0.38770014965360472,0.3023517796890654]
[null,"3",0.79501043503694613,-5.3634637959538677E-2,0.58746381010763571,0.14130819370133413]
[null,"19",0.19878333883840474,-0.16453650650630447,0.9656828331076186,-2.9488778682740361E-2]
[null,"16",0.55120362079813701,0.70727706872884277,-0.44261837173296736,4.7637667675594023E-3]
[null,"18",0.76881309793607744,0.4332927822045225,0.46976889586305826,2.2382354902874442E-2]
[null,"13",0.55842069864151833,0.40549628560080542,-0.63532486028020896,-0.3465564998706569]
[null,"12",-0.41666186995728299,-0.89202918828090727,-6.1207123168967814E-2,0.16410515364236902]
[null,"14",-6.3689015872554766E-2,0.35717415045405915,0.40423430584926212,0.83962191579256218]
[null,"10",-0.2847436586047335,0.1144369458134986,0.80611763813348636,0.50596401829315651]
[null,"8",0.4626455379997006,-0.38383316002257151,-3.4254854088489818E-3,0.79913670763253575]
[null,"5",0.9738277153794449,0.12714430901569404,2.5458750856052686E-2,0.18667018360901128]
[null,"4",0.87294890355671462,-0.37731578240845087,0.29772373350503789,8.3388192404255435E-2]
[null,"1",-0.11138522128727978,-0.94280643479118975,7.789935851683677E-2,-0.30436992121064804]
[null,"7",0.7318746499974168,-0.2245554840245188,0.34340842868919469,0.54406339923844482]
[null,"2",0.5297786747139811,-0.67619325081698001,-0.34335764100825961,-0.37974040307703111]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Les sujets peuvent ne pas tous être affichés sur le graphique. Un sujet non affiché correspond à un sujet mal représenté sur les deux premiers axes."]
[]
[]
[null,"Coordonnées des produits :"]
[]
[null,"Produit","F1","F2","F3","F4"]
[null,"106",0.65602449651264005,-7.9065571350117541,-6.6940148121797209,-1.2078105209503729]
[null,"992",-7.8777253964413338,8.2552950700947108,-3.2357214208377068,-1.5239721636775794]
[null,"366",-7.6136016392786177,-4.6667017073624608,5.9875349183000051,2.8754267185900568]
[null,"257",8.3831087509122764,3.5367150422855116,-0.49087002799477858,6.010669562487613]
[null,"548",6.4521937882950384,0.7812487299939932,4.4330713427122017,-6.1543135964497191]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification des sujets :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Composition des classes :"]
[]
[null,"Sujet","Classe"]
[null,"43",3]
[null,"41",3]
[null,"44",3]
[null,"31",3]
[null,"26",1]
[null,"37",1]
[null,"45",1]
[null,"35",1]
[null,"46",1]
[null,"50",1]
[null,"29",1]
[null,"48",1]
[null,"51",1]
[null,"47",1]
[null,"55",1]
[null,"54",2]
[null,"78",2]
[null,"80",1]
[null,"76",2]
[null,"81",1]
[null,"83",2]
[null,"77",1]
[null,"82",2]
[null,"73",3]
[null,"86",3]
[null,"89",2]
[null,"85",2]
[null,"88",1]
[null,"90",3]
[null,"93",2]
[null,"92",3]
[null,"94",2]
[null,"96",1]
[null,"99",3]
[null,"100",1]
[null,"87",3]
[null,"84",3]
[null,"101",3]
[null,"95",3]
[null,"103",3]
[null,"91",1]
[null,"104",1]
[null,"98",3]
[null,"106",3]
[null,"109",1]
[null,"108",2]
[null,"107",1]
[null,"105",3]
[null,"97",1]
[null,"112",1]
[null,"115",1]
[null,"113",1]
[null,"114",3]
[null,"110",3]
[null,"102",2]
[null,"119",3]
[null,"117",1]
[null,"118",1]
[null,"121",1]
[null,"116",3]
[null,"60",3]
[null,"52",1]
[null,"53",1]
[null,"57",2]
[null,"59",2]
[null,"49",1]
[null,"58",1]
[null,"61",2]
[null,"64",1]
[null,"66",1]
[null,"56",1]
[null,"68",1]
[null,"65",1]
[null,"69",2]
[null,"63",1]
[null,"70",2]
[null,"67",1]
[null,"74",3]
[null,"62",2]
[null,"71",1]
[null,"75",2]
[null,"810",1]
[null,"79",3]
[null,"42",1]
[null,"39",3]
[null,"40",1]
[null,"38",2]
[null,"36",2]
[null,"28",1]
[null,"33",1]
[null,"27",1]
[null,"34",1]
[null,"23",1]
[null,"24",1]
[null,"32",1]
[null,"30",3]
[null,"21",3]
[null,"25",2]
[null,"17",2]
[null,"20",1]
[null,"22",2]
[null,"15",1]
[null,"6",2]
[null,"11",2]
[null,"9",3]
[null,"3",1]
[null,"19",2]
[null,"16",3]
[null,"18",1]
[null,"13",1]
[null,"12",2]
[null,"14",3]
[null,"10",2]
[null,"8",1]
[null,"5",1]
[null,"4",1]
[null,"1",1]
[null,"7",1]
[null,"2",1]
[]
[]
[null,"Ce résultat peut être utilisé en temps que groupes initiaux. Pour cela, lancez l'analyse en sélectionnant vos données au format horizontal et entrez ces groupes dans le champ groupes de sujets."]

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[]
[null,"Modalité","Moyenne estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)"]
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["68",9,1,1,9,9]
["65",6,6,5,9,6]
["69",9,9,9,5,9]
["63",9,5,5,9,9]
["70",7,9,9,7,7]
["67",8,7,7,9,9]
["74",1,9,5,9,8]
["62",9,9,9,6,7]
["71",9,7,9,9,9]
["75",1,9,9,3,3]
["810",8,2,6,5,8]
["79",6,9,4,9,7]
["42",9,8,7,9,9]
["39",3,7,6,8,7]
["40",6,7,7,8,8]
["38",8,7,9,7,7]
["36",4,9,9,4,6]
["28",9,7,6,9,9]
["33",2,5,4,8,6]
["27",9,9,9,9,8]
["34",4,3,7,9,8]
["23",9,7,7,9,9]
["24",9,4,9,9,9]
["32",5,3,3,6,9]
["30",5,9,6,8,7]
["21",1,7,1,5,5]
["25",1,8,7,4,4]
["17",1,1,5,1,9]
["20",8,9,9,9,9]
["22",2,5,9,2,9]
["15",6,3,7,8,9]
["6",1,9,9,1,5]
["11",5,2,7,2,8]
["9",2,9,7,8,6]
["3",3,1,5,8,8]
["19",1,1,9,5,9]
["16",5,7,2,8,6]
["18",5,6,6,9,9]
["13",9,9,8,9,9]
["12",8,7,8,7,7]
["14",2,5,7,8,3]
["10",4,6,9,7,6]
["8",6,3,6,8,4]
["5",5,4,4,7,6]
["4",7,2,6,9,9]
["1",8,3,7,3,6]
["7",5,2,6,9,6]
["2",9,3,4,5,7]

{"sheet":"Liking1","index":9,"n_rows":1589,"n_cols":13,"rows_kept":1589,"cut":false,"hidden":false,"merged":[[1420,6,1420,7],[1470,6,1470,8],[1520,6,1520,7],[1541,1,1550,8],[280,6,280,8],[723,6,723,8],[1128,1,1131,8],[1173,6,1173,7],[1332,1,1335,8],[1370,6,1370,7]]}
[null,"XLSTAT 2022.1.2.12345 - Analyse de données de préférences - Début : 31/03/2022 à 10:12:13 / Fin : 31/03/2022 à 10:12:24 / Microsoft Excel 16.014931"]
[null,"Données de préférences : Classeur = LIK_tuto_FR.xlsm / Feuille = Liking / Plage = Liking!$C$18:$DQ$23 / 5 lignes et 119 colonnes"]
[null,"Libellés des produits : Classeur = LIK_tuto_FR.xlsm / Feuille = Liking / Plage = Liking!$B$18:$B$23 / 5 lignes et 1 colonne"]
[null,"Groupes de sujets : Classeur = LIK_tuto_FR.xlsm / Feuille = Liking / Plage = Liking!$C$670:$C$789 / 119 lignes et 1 colonne"]
[null,"Centrer les sujets : Oui"]
[null,"Réduire les sujets : Non"]
[null,"Nombre de produits : 5"]
[null,"Nombre de sujets : 119"]
[null,"Intervalle de confiance (%) : 95"]
[null,"Nombre de valeurs manquantes au format horizontal : 0"]
[]
[]
[]
[]
[null,"Groupe 3 :"]
[]
[null,"Résultats avant de centrer les sujets :"]
[]
[null,"Moyennes des produits avant de centrer :"]
[]
[null,"Produit","Valeur"]
[null,"106",4.2666666666666666]
[null,"992",8.0666666666666664]
[null,"366",4.2666666666666675]
[null,"257",7.866666666666668]
[null,"548",6.3]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit avant de centrer :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"Moyennes des sujets avant de centrer :"]
[]
[null,"Sujet","Valeur"]
[null,"43",6.2]
[null,"41",6.4]
[null,"44",6.8]
[null,"31",7.6]
[null,"73",6]
[null,"86",7]
[null,"90",5.8]
[null,"92",6.8]
[null,"99",6.2]
[null,"87",6.6]
[null,"84",5.8]
[null,"101",6.8]
[null,"95",7]
[null,"103",6.6]
[null,"98",5]
[null,"106",7.2]
[null,"105",4.8]
[null,"114",5.8]
[null,"110",6.6]
[null,"119",4.5999999999999996]
[null,"116",6.2]
[null,"60",5.4]
[null,"74",6.4]
[null,"79",7]
[null,"39",6.2]
[null,"30",7]
[null,"21",3.8]
[null,"9",6.4]
[null,"16",5.6]
[null,"14",5]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Résultats après centrage des sujets :"]
[]
[null,"Moyennes des produits :"]
[]
[null,"Produit","Valeur"]
[null,"106",-1.8866666666666667]
[null,"992",1.9133333333333338]
[null,"366",-1.8866666666666674]
[null,"257",1.7133333333333336]
[null,"548",0.14666666666666672]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Produit :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",4,412.10666666666708,103.02666666666677,38.080857861464274,9.3644281890197036E-22]
[null,"Erreur",145,392.29333333333312,2.7054712643678145]
[null,"Total corrigé",149,804.4000000000002]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Produit / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Produit) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"992 vs 106",3.8000000000000078,8.9476247755359726,2.7624058666196554,0,"Oui",2.626823592127459,4.9731764078725567,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"992 vs 366",3.8000000000000078,8.9476247755359797,2.7624058666196554,0,"Oui",2.6268235921274599,4.9731764078725558,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"992 vs 548",1.7666666666666671,4.1598606412579482,2.7624058666196554,5.1492530537744496E-4,"Oui",0.59349025879411954,2.9398430745392146,null,"||||||||||||||||||||||||||"]
[null,"992 vs 257",0.20000000000000018,0.47092761976505104,2.7624058666196554,0.98983312563521442,"Non",-0.97317640787254733,1.3731764078725477,"|||||||||","||||||||||||"]
[null,"257 vs 106",3.6000000000000076,8.4766971557709212,2.7624058666196554,1.850741782050136E-13,"Oui",2.4268235921274588,4.7731764078725565,null,"|||||||||||||||||||||||||||||||||||||||||||"]
[null,"257 vs 366",3.6000000000000076,8.4766971557709283,2.7624058666196554,1.850741782050136E-13,"Oui",2.4268235921274597,4.7731764078725556,null,"|||||||||||||||||||||||||||||||||||||||||||"]
[null,"257 vs 548",1.5666666666666669,3.6889330214928968,2.7624058666196554,2.8959957603076347E-3,"Oui",0.39349025879411914,2.7398430745392144,null,"|||||||||||||||||||||||||"]
[null,"548 vs 106",2.0333333333333408,4.7877641342780279,2.7624058666196554,4.017752132368102E-5,"Oui",0.86015692546079214,3.2065097412058892,null,"|||||||||||||||||||||||||||||"]
[null,"548 vs 366",2.0333333333333408,4.7877641342780324,2.7624058666196554,4.017752132368102E-5,"Oui",0.86015692546079325,3.2065097412058883,null,"|||||||||||||||||||||||||||||"]
[null,"366 vs 106",0,0,2.7624058666196554,1,"Non"]
[null,"Valeur critique du d de Tukey :",null,null,3.9066318413525201]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"992",1.9133333333333347,0.30030380530210926,1.3197950056489276,2.5068716610177417,"A"]
[null,"257",1.7133333333333345,0.30030380530210926,1.1197950056489274,2.3068716610177415,"A"]
[null,"548",0.14666666666666761,0.30030380530210926,-0.44687166101773934,0.74020499435107456,null,"B"]
[null,"106",-1.8866666666666732,0.30030380530210971,-2.4802049943510811,-1.2931283389822652,null,null,"C"]
[null,"366",-1.8866666666666732,0.30030380530210926,-2.4802049943510802,-1.2931283389822661,null,null,"C"]
[]
[]
[null,"Cartographie interne des préférences :"]
[]
[null,"Valeurs propres et pourcentages d'inertie :"]
[]
[null,null,"F1","F2","F3","F4"]
[null,"Valeur propre",17.346505385219274,7.0516893165707755,3.9935707772506683,1.6082345209592535]
[null,"Inertie %",57.821684617397636,23.505631055235941,13.311902590835574,5.3607817365308499]
[null,"% cumulé",57.821684617397636,81.327315672633574,94.639218263469147,100]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Corrélations entre les sujets et les facteurs :"]
[]
[null,"Sujet","F1","F2","F3","F4"]
[null,"43",0.91075268913005003,-0.25227735670618812,0.31325229425995227,9.3587791279609381E-2]
[null,"41",0.9355069066985533,0.21480207821443092,9.9711072975161935E-2,-0.26219190803723336]
[null,"44",0.82257429702494766,-0.2673644000691327,-0.12698410051690037,-0.48555415935351431]
[null,"31",0.35039692833582836,0.87006621761420755,0.27358286011702443,-0.21297696642949987]
[null,"73",0.89461803861678624,-0.44116621662514249,-7.0913090624686592E-2,1.5059442766589476E-3]
[null,"86",0.81085506516780737,0.39072417598369474,0.28936878760497442,0.32575203200225694]
[null,"90",0.59632882119405173,0.49031669849664244,-0.60505757273979299,0.19464533351430513]
[null,"92",0.81021762749999271,0.55025898042883925,-0.20154715407154392,-1.1882559966478114E-2]
[null,"99",0.6289269171755173,0.71306861920744169,0.20805593445871443,-0.22955784737229729]
[null,"87",0.69873433200806478,-0.60369094046956617,0.2771229893658908,-0.26557565858550436]
[null,"84",0.54661188874619915,-0.21794111269205302,0.63937300554379417,0.49489319480243094]
[null,"101",0.49919899140798424,-0.38003147520823427,0.7785594193278873,-1.488876771683389E-2]
[null,"95",0.37361285514710069,0.75208143348179357,0.53726682779947066,7.8302666794277193E-2]
[null,"103",0.73869717020706727,0.53813794743590015,0.26074290264795763,0.31104208553870077]
[null,"98",0.65636605974068785,0.1457874411896572,-0.63958370595740643,0.37264232272468062]
[null,"106",0.61885589349934422,-0.75877925046837391,-0.18013256145921161,9.3934511453047195E-2]
[null,"105",0.85082982961838061,8.2507182781720562E-2,-0.51800405547761275,-3.0870120338690969E-2]
[null,"114",0.80976744562842906,0.13450269069934201,0.53293619934680303,-0.20534049191727727]
[null,"110",0.88819695989300451,0.45178491815319288,8.3630112304454385E-2,1.5976489225889843E-3]
[null,"119",0.41802836692559092,-0.75684312165131851,0.49736801510677348,7.1174652815152728E-2]
[null,"116",0.89236223570694118,0.17707296000650224,-0.41091366305676025,-5.9031928919179098E-2]
[null,"60",0.9038243736249858,-0.18567521973926257,-0.37893940278404409,7.0930553598913204E-2]
[null,"74",0.87929247571194458,-0.36148720496920878,-0.27655355228689366,-0.14032061686511649]
[null,"79",0.94180191376089728,0.29119546897107668,5.1599042450291954E-2,0.15984959463582371]
[null,"39",0.76767593404369705,-0.51357664951239301,-0.38302813955270504,-1.4217231676877527E-2]
[null,"30",0.95952134835365943,-0.23058168728798348,9.1185512910524263E-2,-0.13355174943160975]
[null,"21",0.96353117867898608,5.0672352512759568E-2,-4.9370728041818628E-2,-0.25807462412435128]
[null,"9",0.73437845407575397,-0.66687066470927792,3.4605089169611851E-2,-0.12154953946055487]
[null,"16",0.86270812272989839,0.42953176710455676,-9.421824414804926E-2,0.24972000018730633]
[null,"14",0.32114961058625913,-0.82099901258170604,-3.2366457351630678E-3,0.47203079675434423]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Les sujets peuvent ne pas tous être affichés sur le graphique. Un sujet non affiché correspond à un sujet mal représenté sur les deux premiers axes."]
[]
[]
[null,"Coordonnées des produits :"]
[]
[null,"Produit","F1","F2","F3","F4"]
[null,"106",-4.677040407462937,3.8222031301308572,1.3136215765570076,0.61492816777884685]
[null,"992",5.0540534620757729,-0.12110474033775427,2.6229225778642111,-1.136175810217456]
[null,"366",-4.835005222957899,-4.2864370561055258,0.29382592333372259,-0.20117488140885084]
[null,"257",3.9610816714043029,-0.72950730119929119,-1.0362549624169253,2.1034400065428449]
[null,"548",0.49691049694076217,1.3148459675117143,-3.1941151153380143,-1.3810174826953854]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Groupe 1 :"]
[]
[null,"Résultats avant de centrer les sujets :"]
[]
[null,"Moyennes des produits avant de centrer :"]
[]
[null,"Produit","Valeur"]
[null,"106",6.6721311475409841]
[null,"992",4.7377049180327884]
[null,"366",5.475409836065575]
[null,"257",8.0491803278688572]
[null,"548",7.557377049180328]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit avant de centrer :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"Moyennes des sujets avant de centrer :"]
[]
[null,"Sujet","Valeur"]
[null,"26",6.2]
[null,"37",6.6]
[null,"45",4.4000000000000004]
[null,"35",6]
[null,"46",6.6]
[null,"50",6.4]
[null,"29",5.2]
[null,"48",6.6]
[null,"51",4.4000000000000004]
[null,"47",6]
[null,"55",4.8]
[null,"80",4.8]
[null,"81",7]
[null,"77",6.4]
[null,"88",6.4]
[null,"96",6.6]
[null,"100",5.4]
[null,"91",4.4000000000000004]
[null,"104",7]
[null,"109",8]
[null,"107",6.4]
[null,"97",6.4]
[null,"112",6.6]
[null,"115",7.8]
[null,"113",8.1999999999999993]
[null,"117",8.1999999999999993]
[null,"118",7.4]
[null,"121",4.8]
[null,"52",7.4]
[null,"53",5.6]
[null,"49",6.6]
[null,"58",7]
[null,"64",6]
[null,"66",5.2]
[null,"56",6.6]
[null,"68",5.8]
[null,"65",6.4]
[null,"63",7.4]
[null,"67",8]
[null,"71",8.6]
[null,"810",5.8]
[null,"42",8.4]
[null,"40",7.2]
[null,"28",8]
[null,"33",5]
[null,"27",8.8000000000000007]
[null,"34",6.2]
[null,"23",8.1999999999999993]
[null,"24",8]
[null,"32",5.2]
[null,"20",8.8000000000000007]
[null,"15",6.6]
[null,"3",5]
[null,"18",7]
[null,"13",8.8000000000000007]
[null,"8",5.4]
[null,"5",5.2]
[null,"4",6.6]
[null,"1",5.4]
[null,"7",5.6]
[null,"2",5.6]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Résultats après centrage des sujets :"]
[]
[null,"Moyennes des produits :"]
[]
[null,"Produit","Valeur"]
[null,"106",0.17377049180327872]
[null,"992",-1.7606557377049172]
[null,"366",-1.0229508196721313]
[null,"257",1.5508196721311474]
[null,"548",1.0590163934426231]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Produit :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",4,469.88852459016414,117.47213114754103,46.242105625440985,2.9934358872274042E-30]
[null,"Erreur",300,762.11147540983609,2.5403715846994537]
[null,"Total corrigé",304,1232.0000000000002]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Produit / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Produit) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"257 vs 992",3.3114754098360661,11.474210975469894,2.744441369212459,6.4781513486877884E-13,"Oui",2.5194252961234147,4.1035255235487176,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"257 vs 366",2.5737704918032795,8.9180748670731376,2.744441369212459,6.8467453928633404E-13,"Oui",1.7817203780906281,3.365820605515931,null,"|||||||||||||||||||||||||||||||||||||"]
[null,"257 vs 106",1.3770491803278686,4.7714540690072766,2.744441369212459,2.8090285103088419E-5,"Oui",0.5849990666152165,2.1690992940405209,null,"||||||||||||||||||||||||"]
[null,"257 vs 548",0.49180327868852514,1.7040907389311739,2.744441369212459,0.4329650314883301,"Non",-0.3002468350241263,1.2838533924011766,"|||","||||||||||||||"]
[null,"548 vs 992",2.8196721311475414,9.7701202365387214,2.744441369212459,6.857847623109592E-13,"Oui",2.02762201743489,3.6117222448601929,null,"|||||||||||||||||||||||||||||||||||||||"]
[null,"548 vs 366",2.0819672131147544,7.2139841281419628,2.744441369212459,4.5254910929770631E-11,"Oui",1.289917099402103,2.8740173268274058,null,"|||||||||||||||||||||||||||||||"]
[null,"548 vs 106",0.88524590163934347,3.0673633300761041,2.744441369212459,1.9809382737792314E-2,"Oui",9.3195787926691365E-2,1.6772960153519956,null,"||||||||||||||||||"]
[null,"106 vs 992",1.9344262295081978,6.7027569064626071,2.744441369212459,1.0128755612015539E-9,"Oui",1.1423761157955457,2.7264763432208499,null,"||||||||||||||||||||||||||||||"]
[null,"106 vs 366",1.1967213114754109,4.146620798065852,2.744441369212459,4.2067162162062743E-4,"Oui",0.40467119776275873,1.9887714251880633,null,"||||||||||||||||||||||"]
[null,"366 vs 992",0.73770491803278682,2.5561361083967578,2.744441369212459,8.1358885396245251E-2,"Non",-5.4345195679864622E-2,1.5297550317454383,"|","|||||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.8812262054780464]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"257",1.550819672131148,0.2040721338515995,1.1492255054101097,1.9524138388521863,"A"]
[null,"548",1.0590163934426229,0.2040721338515995,0.65742222672158468,1.4606105601636612,"A"]
[null,"106",0.17377049180327947,0.20407213385159981,-0.22782367491775934,0.57536465852431828,null,"B"]
[null,"366",-1.0229508196721315,0.2040721338515995,-1.4245449863931698,-0.62135665295109332,null,null,"C"]
[null,"992",-1.7606557377049183,0.2040721338515995,-2.1622499044259564,-1.3590615709838803,null,null,"C"]
[]
[]
[null,"Cartographie interne des préférences :"]
[]
[null,"Valeurs propres et pourcentages d'inertie :"]
[]
[null,null,"F1","F2","F3","F4"]
[null,"Valeur propre",32.906537711749536,11.168493582962091,8.5479222653886282,8.3770464398997539]
[null,"Inertie %",53.945143789753331,18.309005873708344,14.012987320309223,13.732863016229103]
[null,"% cumulé",53.945143789753331,72.254149663461675,86.267136983770897,100]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Corrélations entre les sujets et les facteurs :"]
[]
[null,"Sujet","F1","F2","F3","F4"]
[null,"26",0.84301237017380004,-0.19393542735687638,-0.4221767934306932,-0.27108291875076729]
[null,"37",0.84384533721794641,-0.38550494711743044,0.33074136983981289,-0.17297724960237065]
[null,"45",0.89991619609964646,-0.33440813312833823,-0.17644684817531417,0.21722925738527715]
[null,"35",0.71362753226309084,0.26679993306120825,0.64544594767889341,5.4342152510938775E-2]
[null,"46",-0.3832616622787885,0.42491538600673678,0.11000412439196074,0.81268475165884824]
[null,"50",0.99109717618417914,3.7826811024689454E-2,-0.12660639486653258,1.6319941983565588E-2]
[null,"29",0.88029450519225128,-0.20367203329188618,-0.41465442107982731,0.10798610124470105]
[null,"48",0.9619621321237275,-0.21667763589062441,2.4649434558419975E-2,-0.16453590441229216]
[null,"51",0.91446514358641084,-0.36307075402192979,-0.15317926568338117,9.2028480940040167E-2]
[null,"47",0.7197027623649106,-0.67215576767109197,0.14489248864685861,9.6128687521058118E-2]
[null,"55",0.91964376388664915,-5.6363368956688031E-2,9.9562701650591098E-2,-0.37572035694687056]
[null,"80",-0.2856008933000414,0.84761397830480401,0.33050528442711946,0.30124563149408623]
[null,"81",0.84842644040203263,0.51572044804405781,-9.2918431955455336E-2,-7.4640201626944652E-2]
[null,"77",0.4833190847770425,0.24771717960137174,0.17797800687329995,-0.82058679631714271]
[null,"88",0.68034192738889954,0.17324377416942693,-0.70639903430913797,9.0121367474128411E-2]
[null,"96",0.86564275109588407,0.49314226542071854,-2.898232814926446E-2,-8.144543072461656E-2]
[null,"100",0.69209192434721034,9.5726267247187732E-2,-5.383877766936316E-2,0.7134049593543379]
[null,"91",0.36219761686184909,0.56748470482778735,0.43841734927312209,0.59545295698522338]
[null,"104",0.39094502016358135,-0.59122869366973507,-0.24359140344791261,0.66202254580728015]
[null,"109",0.52847347137628031,0.47667896734659621,-0.62564590522092378,0.31946854840684719]
[null,"107",0.90667516713814078,0.23042228944095061,0.30390564311834006,0.18024169857345224]
[null,"97",0.96174702016419478,-0.22644786181583768,-0.13955514941590266,6.5485840880535301E-2]
[null,"112",0.57621214967320045,-0.63440294195736147,0.43317624862978116,-0.27905340604956641]
[null,"115",0.2254728883293653,3.6577158712714178E-2,0.60699299241560312,0.76117251346016901]
[null,"113",-0.65351920195668844,-0.59550430662024267,0.46650212912530037,2.574950469812487E-2]
[null,"117",-0.11649099760241632,0.12959693228313449,0.84992225524627896,0.497259130290712]
[null,"118",0.83153463215357903,-0.35196430619598457,0.42964022694990267,-8.975415289994227E-3]
[null,"121",0.90748381687513346,0.13937106262716281,0.21705887480372052,-0.33156337837713046]
[null,"52",0.80819307174992683,-0.5770072625572551,7.4526930164530242E-2,9.1281511884115166E-2]
[null,"53",0.40121354912786367,-0.78191985286076848,0.38824902547712004,-0.27729357351818351]
[null,"49",0.81436192947149466,0.32794289209933886,0.47867147756824185,-1.1904785240471913E-2]
[null,"58",0.9569388859593807,0.25058982690622711,0.13116860198389885,-6.5326143644904619E-2]
[null,"64",0.90047886420487355,0.42088959291567751,-4.759991446991429E-3,0.10939427853868834]
[null,"66",2.5157158499169743E-2,0.41503808523016383,2.7354193811470147E-2,0.90904469266678611]
[null,"56",0.92379382639419594,-0.37047784504284914,-5.8180555971580158E-2,7.7240893024447352E-2]
[null,"68",0.87999249918106803,0.31907071697077527,0.33356944974391251,-0.11197544889106961]
[null,"65",0.62448326943105747,-0.14024821084818484,0.34176029651758627,0.6881504089069429]
[null,"63",0.87999249918106803,0.31907071697077527,0.33356944974391251,-0.11197544889106961]
[null,"67",0.98797445943692996,-2.8156843661631719E-2,0.15083670920550066,-1.9024899773072243E-2]
[null,"71",0.65351920195668844,0.59550430662024267,-0.46650212912530037,-2.574950469812487E-2]
[null,"810",0.55248938442872075,0.61684694097511672,-0.23938863699946786,-0.50690079106147645]
[null,"42",0.75100669925673591,9.3028070911073069E-2,0.64178853738942143,-0.1242666044020458]
[null,"40",0.63343971906828345,-0.69395017842690887,-0.29454869377214432,0.17443720694014539]
[null,"28",0.81579797095084583,0.18241167539115652,0.53509360323391575,-0.12196100627503535]
[null,"33",0.56911620077193759,-0.67452305560469095,-8.9262839857780746E-2,0.46168987740381628]
[null,"27",-0.56691885015524135,0.36344726056090004,0.16589832124238116,0.7204074216291747]
[null,"34",0.77245694631134998,-0.12017798710626901,-0.56704397772787629,0.25947763840642762]
[null,"23",0.87999249918106803,0.31907071697077527,0.33356944974391251,-0.11197544889106961]
[null,"24",0.65351920195668844,0.59550430662024267,-0.46650212912530037,-2.574950469812487E-2]
[null,"32",0.89581752692928285,-0.13695302534914908,4.4564322089840951E-2,-0.42043887604584101]
[null,"20",5.3645450864423079E-2,-0.84452106490163192,-0.47979381036767543,0.23174174434450656]
[null,"15",0.84813708343399474,0.13992500710965655,-0.50175792064817604,-9.6558112845362684E-2]
[null,"3",0.88734494093061511,-9.6959527259691425E-2,-0.44099744632699045,9.3482930054060998E-2]
[null,"18",0.82420113183750998,-0.52727356799401426,-0.16579322568176755,0.12323832638697335]
[null,"13",0.42424709827839191,-0.20472408239904819,0.87503960195207175,-0.11139185205298337]
[null,"8",0.44866966010905351,0.53518567669488948,-0.20152469439327067,0.68677479941241215]
[null,"5",0.95136128793339447,-5.2565755760825311E-2,0.14814840759333819,0.26495394028125752]
[null,"4",0.92434352399197961,0.28955316299651107,-0.24836564088684557,-7.9072042891367919E-3]
[null,"1",-5.1373076411738015E-2,0.76754114479929592,-0.31059474705329221,-0.55836574139454664]
[null,"7",0.77705332347103573,0.22567814033392028,-0.36737309390446304,0.4585788038419395]
[null,"2",0.49219318144785545,0.67546201455284638,0.28400503930003695,-0.46993411951531394]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Les sujets peuvent ne pas tous être affichés sur le graphique. Un sujet non affiché correspond à un sujet mal représenté sur les deux premiers axes."]
[]
[]
[null,"Coordonnées des produits :"]
[]
[null,"Produit","F1","F2","F3","F4"]
[null,"106",-0.61546589234716942,5.6446599224939913,2.8055300106199059,-1.3414661823439276]
[null,"992",-7.4977238948890683,-3.9802669618944182,2.7278086857272386,0.14905424079871613]
[null,"366",-4.8673208018607834,1.3683469496665155,-5.1166768113914545,0.64480572087001975]
[null,"257",6.4763390260498257,-0.60350957973868502,0.55340631705027632,4.7177750280199362]
[null,"548",6.5041715630471906,-2.4292303305274041,-0.97006820200596644,-4.1701688073447443]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Groupe 2 :"]
[]
[null,"Résultats avant de centrer les sujets :"]
[]
[null,"Moyennes des produits avant de centrer :"]
[]
[null,"Produit","Valeur"]
[null,"106",4.9642857142857144]
[null,"992",7.2142857142857144]
[null,"366",7.7857142857142865]
[null,"257",4.5714285714285703]
[null,"548",6.7857142857142865]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit avant de centrer :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"Moyennes des sujets avant de centrer :"]
[]
[null,"Sujet","Valeur"]
[null,"54",6.8]
[null,"78",4.8]
[null,"76",6.2]
[null,"83",6.4]
[null,"82",6.2]
[null,"89",7.4]
[null,"85",7]
[null,"93",8]
[null,"94",6.6]
[null,"108",7]
[null,"102",6]
[null,"57",6.6]
[null,"59",6.2]
[null,"61",5]
[null,"69",8.1999999999999993]
[null,"70",7.8]
[null,"62",8]
[null,"75",5]
[null,"38",7.6]
[null,"36",6.4]
[null,"25",4.8]
[null,"17",3.3999999999999995]
[null,"22",5.4]
[null,"6",5]
[null,"11",4.8]
[null,"19",5]
[null,"12",7.4]
[null,"10",6.4]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Résultats après centrage des sujets :"]
[]
[null,"Moyennes des produits :"]
[]
[null,"Produit","Valeur"]
[null,"106",-1.3000000000000003]
[null,"992",0.95000000000000018]
[null,"366",1.5214285714285716]
[null,"257",-1.6928571428571428]
[null,"548",0.52142857142857157]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Box plots des données de préférences par produit :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Produit :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",4,225.25714285714321,56.314285714285802,19.39677795597029,1.2520553088240767E-12]
[null,"Erreur",135,391.94285714285706,2.9032804232804228]
[null,"Total corrigé",139,617.20000000000027]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Interprétation (Produit) :"]
[]
[null,"Etant donnée la p-value associée à la statistique F calculée dans le tableau d'analyse de la variance, et étant donné le niveau de signification de 5% choisi, l'information apportée par les variables explicatives est significativement meilleure comparée à ce qu'expliquerait la seule moyenne de la variable dépendante."]
[]
[]
[]
[]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Produit / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Produit) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"366 vs 257",3.2142857142857135,7.0583632185702987,2.7649940400571968,8.0101625332673621E-10,"Oui",1.9551438186606276,4.4734276099107992,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"366 vs 106",2.8214285714285774,6.1956743807450483,2.7649940400571968,6.5305532426229718E-8,"Oui",1.5622866758034903,4.0805704670536649,null,"|||||||||||||||||||||||||||||||||||||||||"]
[null,"366 vs 548",0.99999999999999978,2.1959352235552041,2.7649940400571968,0.18754202889404059,"Non",-0.25914189562508616,2.2591418956250857,"|||","|||||||||||||||||||||||"]
[null,"366 vs 992",0.57142857142857073,1.2548201277458295,2.7649940400571968,0.719144945591072,"Non",-0.68771332419651521,1.8305704670536567,"|||||||","||||||||||||||||||"]
[null,"992 vs 257",2.6428571428571428,5.8035430908244683,2.7649940400571968,4.3781853997781894E-7,"Oui",1.3837152472320569,3.901999038482229,null,"|||||||||||||||||||||||||||||||||||||||"]
[null,"992 vs 106",2.2500000000000067,4.9408542529992197,2.7649940400571968,2.2156309322118872E-5,"Oui",0.99085810437491939,3.5091418956250937,null,"|||||||||||||||||||||||||||||||||||"]
[null,"992 vs 548",0.42857142857142905,0.94111509580937436,2.7649940400571968,0.88030456382612055,"Non",-0.83057046705365689,1.687713324196515,"||||||||","|||||||||||||||||"]
[null,"548 vs 257",2.214285714285714,4.8624279950150946,2.7649940400571968,3.1024783066824213E-5,"Oui",0.95514381866062803,3.4734276099108001,null,"|||||||||||||||||||||||||||||||||||"]
[null,"548 vs 106",1.8214285714285776,3.9997391571898464,2.7649940400571968,9.7316858303564402E-4,"Oui",0.56228667580349034,3.0805704670536649,null,"|||||||||||||||||||||||||||||||"]
[null,"106 vs 257",0.3928571428571363,0.86268883782524364,2.7649940400571968,0.90995363433899379,"Non",-0.86628475276795092,1.6519990384822236,"|||||||||","||||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.9102920713296649]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"366",1.5214285714285716,0.32200712188665859,0.8845975732572916,2.1582595695998514,"A"]
[null,"992",0.95000000000000084,0.32200712188665859,0.31316900182872087,1.5868309981712807,"A"]
[null,"548",0.5214285714285718,0.32200712188665859,-0.11540242674270818,1.1582595695998519,"A"]
[null,"106",-1.3000000000000058,0.32200712188665903,-1.9368309981712866,-0.66316900182872496,null,"B"]
[null,"257",-1.6928571428571422,0.32200712188665859,-2.3296881410284223,-1.0560261446858621,null,"B"]
[]
[]
[null,"Cartographie interne des préférences :"]
[]
[null,"Valeurs propres et pourcentages d'inertie :"]
[]
[null,null,"F1","F2","F3","F4"]
[null,"Valeur propre",13.389397249045729,5.4076009866306771,4.678763931409458,4.5242378329141362]
[null,"Inertie %",47.819275889449038,19.312860666538135,16.709871183605209,16.157992260407632]
[null,"% cumulé",47.819275889449038,67.132136555987174,83.84200773959239,100.00000000000003]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Corrélations entre les sujets et les facteurs :"]
[]
[null,"Sujet","F1","F2","F3","F4"]
[null,"54",0.47575179626641723,0.68783241372405679,0.38998522884749526,-0.38530289417623509]
[null,"78",0.79983865990755376,7.2188292334660117E-3,-0.36841836543830181,0.47378678182232448]
[null,"76",0.53643304898432709,-0.16239755308245699,0.18637564309265658,-0.80692672428914414]
[null,"83",0.81323631662898632,-0.42444228186352384,0.21636992601137972,0.33418482580756637]
[null,"82",0.83343836056298237,2.2789030614925192E-2,-1.7424845212116284E-2,-0.55186731557055868]
[null,"89",0.9517518198122138,-0.27202302857157301,0.11222931547715521,-8.7043243037109558E-2]
[null,"85",0.81150875247796173,0.5099999553339809,-1.9263517710511441E-3,0.28521900248730703]
[null,"93",0.80744917953195683,-0.35890659657162638,0.41250930940142916,-0.22146771111766467]
[null,"94",0.87200839760157267,-0.43415122218459556,0.13777739550220078,0.17925250368290224]
[null,"108",0.47186045145111138,0.67333704480744772,-0.49170235705327264,-0.28669448985737828]
[null,"102",0.55026209825982653,-0.55834404300836904,-0.24858998835634391,-0.56891701551698504]
[null,"57",0.71317738651134865,-0.15779746255515059,0.66836421532342427,0.14059605917344181]
[null,"59",0.43386012344660752,-0.65922608470120714,0.11229268094184273,-0.60380188500807452]
[null,"61",0.78027951927711503,-0.10657569823281812,-0.59087426994066294,0.17513734457547522]
[null,"69",0.63206154174304408,0.29080369116998556,-1.4576867667391006E-2,-0.71813573618106907]
[null,"70",0.85711255474293668,-1.1046821687930145E-2,-0.4782309560325998,0.19113133946262567]
[null,"62",0.52566564779643865,0.2936828372386725,-0.61694813272108995,-0.50675538415507182]
[null,"75",0.88061030984517619,-8.9180702579448837E-2,-0.32860454292325386,0.32953199973904979]
[null,"38",0.26054874336515077,0.88542538438246499,-0.3778306361809729,7.3350196898749317E-2]
[null,"36",0.97685853297672598,-2.2083492258489296E-2,-0.1819735219894757,0.11020600353417111]
[null,"25",0.85014155125037494,-0.28538157626071081,-0.1625844119706728,0.4115616694405686]
[null,"17",0.38087246920632434,0.3314446336813916,0.86032035525615957,-7.0210421850330343E-2]
[null,"22",0.7752002511157341,0.33652781354803829,0.53197038876088421,5.3114092859383941E-2]
[null,"6",0.99121778890372425,-2.4689266114820453E-2,-9.7406016446162577E-2,8.5963963726742365E-2]
[null,"11",0.27995628785572585,0.71306961934528457,0.58684834986221068,-0.26223121309411973]
[null,"19",0.29406281526957795,0.48803097955927299,0.69256731445135566,0.4423837006714697]
[null,"12",-5.5224245929254385E-3,0.85868161125055531,-0.46464476119287124,-0.21619583535023315]
[null,"10",0.49747938639486167,0.29585996422842686,5.4103516734195112E-2,0.81366697804196175]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Les sujets peuvent ne pas tous être affichés sur le graphique. Un sujet non affiché correspond à un sujet mal représenté sur les deux premiers axes."]
[]
[]
[null,"Coordonnées des produits :"]
[]
[null,"Produit","F1","F2","F3","F4"]
[null,"106",-3.9125459838093661,1.5463193363357706,-1.6546485912299116,-2.8768866506278932]
[null,"992",3.8193001553177282,-3.4077446619216931,-1.7266330975172812,-0.75466019696129627]
[null,"366",3.8630481796508707,3.344820811732681,-0.80720508656926038,1.7504788160324978]
[null,"257",-4.6256191811111078,-1.3524842915546602,6.3060843195227881E-2,3.0549861665825717]
[null,"548",0.85581682995187736,-0.1309111945920966,4.1254259321212254,-1.1739181350258816]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Différences pour le produit 106 :"]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Groupe :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",2,98.890493823758959,49.44524691187948,16.803689335830882,3.9020118901236198E-7]
[null,"Erreur",116,341.33269945355204,2.9425232711513107]
[null,"Total corrigé",118,440.223193277311]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Interprétation (Groupe) :"]
[]
[null,"Etant donnée la p-value associée à la statistique F calculée dans le tableau d'analyse de la variance, et étant donné le niveau de signification de 5% choisi, l'information apportée par les variables explicatives est significativement meilleure comparée à ce qu'expliquerait la seule moyenne de la variable dépendante."]
[]
[]
[]
[]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Groupe / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Groupe) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"1 vs 3",2.0604371584699446,5.3864702938975855,2.3741746427812029,1.1384694565963471E-6,"Oui",1.1522658723077366,2.9686084446321526,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"1 vs 2",1.4737704918032779,3.7637332303551072,2.3741746427812029,7.6757163150176222E-4,"Oui",0.54411147593609954,2.4034295076704564,null,"||||||||||||||||||||||||||||||||||||"]
[null,"2 vs 3",0.58666666666666667,1.3015387608065563,2.3741746427812029,0.39721014614373085,"Non",-0.48348903342314986,1.6568223667564832,"|||||||","|||||||||||||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.3575899792634756]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"1",0.17377049180327808,0.21963170630015277,-0.26123777665925818,0.60877876026581434,"A"]
[null,"2",-1.2999999999999998,0.32417605838006075,-1.9420715306022378,-0.65792846939776184,null,"B"]
[null,"3",-1.8866666666666665,0.3131838262720108,-2.5069666965306352,-1.2663666368026978,null,"B"]
[]
[]
[null,"Différences pour le produit 992 :"]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Groupe :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",2,319.58841502502645,159.79420751251322,61.604284820008459,5.8818343944048494E-19]
[null,"Erreur",116,300.89024043715841,2.5938813830789518]
[null,"Total corrigé",118,620.47865546218486]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Groupe / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Groupe) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"3 vs 1",3.673989071038251,10.2298120059596,2.3741746427812029,0,"Oui",2.8213153674322915,4.526662774644211,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"3 vs 2",0.96333333333333204,2.2762878391612649,2.3741746427812029,6.3194215347493587E-2,"Non",-4.142605306685887E-2,1.968092719733523,"|","|||||||||||||||||||"]
[null,"2 vs 1",2.710655737704919,7.3730679781904795,2.3741746427812029,8.0306206129421298E-11,"Oui",1.8378074014621504,3.5835040739476876,null,"|||||||||||||||||||||||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.3575899792634756]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"3",1.9133333333333329,0.29404542637031172,1.3309393159601295,2.4957273507065363,"A"]
[null,"2",0.95000000000000084,0.3043659324304353,0.34716491996558019,1.5528350800344215,"A"]
[null,"1",-1.7606557377049181,0.20621019767277543,-2.1690810171878421,-1.3522304582219942,null,"B"]
[]
[]
[null,"Différences pour le produit 366 :"]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Groupe :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",2,186.38023759011804,93.190118795059021,37.398601655439101,2.9200286360191838E-13]
[null,"Erreur",116,289.04967837626828,2.4918075722092095]
[null,"Total corrigé",118,475.42991596638632]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Groupe / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Groupe) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"2 vs 3",3.408095238095239,8.216372457647223,2.3741746427812029,9.4357854862892054E-13,"Oui",2.423303794404275,4.3928866817862033,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"2 vs 1",2.5443793911007031,7.0611192894726935,2.3741746427812029,3.9081082814362844E-10,"Oui",1.6888774820800614,3.3998813001213448,null,"|||||||||||||||||||||||||||||||||||"]
[null,"1 vs 3",0.86371584699453585,2.4536831806882402,2.3741746427812029,4.1080035130607651E-2,"Oui",2.7987632919426741E-2,1.6994440610696451,null,"|||||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.3575899792634756]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"2",1.521428571428572,0.29831715937723119,0.93057384858630121,2.1122832942708429,"A"]
[null,"1",-1.0229508196721311,0.20211210864875478,-1.4232593174736876,-0.62264232187057456,null,"B"]
[null,"3",-1.8866666666666669,0.28820175642589974,-2.4574865593981796,-1.3158467739351543,null,null,"C"]
[]
[]
[null,"Différences pour le produit 257 :"]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Groupe :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",2,233.31716003122546,116.65858001561273,67.639757725485211,3.3841717145781736E-20]
[null,"Erreur",116,200.06569711163172,1.7247042854451011]
[null,"Total corrigé",118,433.38285714285718]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Groupe / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Groupe) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"3 vs 2",3.4061904761904755,9.8704568737933158,2.3741746427812029,0,"Oui",2.5868878683724459,4.2254930840085052,null,"|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"3 vs 1",0.16251366120218599,0.55492897539826247,2.3741746427812029,0.84415402200518419,"Non",-0.53277498047463034,0.85780230287900239,"||||||","|||||||||"]
[null,"1 vs 2",3.2436768149882895,10.820047945516453,2.3741746427812029,0,"Oui",2.5319373400524499,3.9554162899241292,null,"||||||||||||||||||||||||||||||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.3575899792634756]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"3",1.7133333333333334,0.23977102170231085,1.2384366131135585,2.1882300535531085,"A"]
[null,"1",1.5508196721311474,0.16814827012194222,1.2177808360591169,1.8838585082031778,"A"]
[null,"2",-1.6928571428571422,0.24818658630763935,-2.1844219491596051,-1.2012923365546793,null,"B"]
[]
[]
[null,"Différences pour le produit 548 :"]
[]
[null,"ANOVA :"]
[]
[null,"Analyse de la variance Groupe :"]
[]
[null,"Source","DDL","Somme des carrés","Moyenne des carrés","F","Pr > F"]
[null,"Modèle",2,17.939893190062946,8.9699465950314732,2.5072056900680764,8.5903725272813355E-2]
[null,"Erreur",116,415.00935050741634,3.5776668147191062]
[null,"Total corrigé",118,432.94924369747929]
[null,"Calculé contre le modèle Y=Moyenne(Y)"]
[]
[]
[null,"Interprétation (Groupe) :"]
[]
[null,"Etant donnée la p-value associée à la statistique F calculée dans le tableau d'analyse de la variance, et étant donné le niveau de signification de 5% choisi, les variables explicatives n'apportent pas d'information au modèle comparativement à ce qu'apporterait la seule moyenne de la variable dépendante. Le fait que les variables n'apportent pas de l'information significative au modèle peut être interprété de différentes façons : soit les variables ne contribuent pas à l'explication du modèle, soit des covariables qui combinées aux variables déjà présentes sont manquantes, soit la forme du modèle n'est pas la bonne, soit les données sont entachées d'erreurs."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Graphiques des moyennes :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Groupe / Tukey (HSD) / Analyse des différences entre les modalités avec un intervalle de confiance à 95% (Groupe) :"]
[]
[null,"Contraste","Différence","Différence standardisée","Valeur critique","Pr > Diff","Significatif","Borne inférieure (95%)","Borne supérieure (95%)","Borne inférieure (95%)","Borne supérieure (95%)"]
[null,"1 vs 3",0.91234972677595672,2.1630484571699022,2.3741746427812029,8.196708085286919E-2,"Non",-8.9050671573831619E-2,1.9137501251257452,"||","|||||||||||||||||||||||||||||||||||||||||||||"]
[null,"1 vs 2",0.53758782201405209,1.2450832929764584,2.3741746427812029,0.42923956608693903,"Non",-0.48750614759707933,1.5626817916251836,"|||||||||||","||||||||||||||||||||||||||||||||||||"]
[null,"2 vs 3",0.37476190476190463,0.75401700004054262,2.3741746427812029,0.73181084388660378,"Non",-0.80525155822136663,1.5547753677451759,"|||||||||||||||||||","||||||||||||||||||||||||||||||||||||"]
[null,"Valeur critique du d de Tukey :",null,null,3.3575899792634756]
[]
[]
[null,"Modalité","Moyennes estimées","Erreur standard","Borne inférieure (95%)","Borne supérieure (95%)","Groupes"]
[null,"1",1.0590163934426235,0.24217818987500275,0.57935197334772304,1.5386808135375241,"A"]
[null,"2",0.52142857142857146,0.35745463322133153,-0.18655536982906762,1.2294125126862105,"A"]
[null,"3",0.14666666666666683,0.34533398397875187,-0.53731080153443322,0.83064413486776689,"A"]

{"sheet":"XLSTAT_20220331_101135_1_HID15","index":10,"n_rows":22,"n_cols":4,"rows_kept":22,"cut":false,"hidden":true,"merged":[]}
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[1.9789810410370388,1.786100986061909E-2,1.0437663153972396,-1.4654288148700347]
[1.7544776879071027,-0.915692644446503,1.0557220958562683,1.4383697384550944]
[1.978322221378034,5.409403718676549E-2,-1.264123083486087,-0.58160738233997067]
[1.9028655426068011,-0.54386368072983748,0.23388389048451352,-5.6295601864763463E-2]
[1.6756308142077041,1.0530652168478971]
[1.8084558866273943,-0.80384842015146618]
[1.7716298336147194,-0.88205028717390288]
[1.1357644990117419,1.6207171188217546]
[1.3891690481977812,-1.4095723933117281]
[1.9323273871212812,-0.42754630794608106]
[1.0880027668133931,-1.6531590836527754]
[1.9608554105516078,-0.2678265023625695]
[1.9788972886893983,-2.5504848069150696E-2]
[1.9689905009319542,-0.19940256692684513]
[0.55868013933163385,1.8985682706644158]
[1.9785561242102296,-4.4728512243055983E-2]
[1.8761736785567618,-0.62980735494917228]
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[]
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