.:MFE7:. Master Management Financier de l'Entreprise: Méthodes quantitatives de la gestion

CHAPITRE II : L’ANALYSE DES DONNEES

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<b><u><span style="font-family: "Palatino Linotype","serif"; font-size: 14.0pt; line-height: 107%;">CHAPITRE
II : COMBINAISON DE DEUX VARIABLES :</span></u></b></div>
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<b><span style="font-family: "Palatino Linotype","serif";"><span style="font-size: small;"><span style="line-height: 107%;">Ce deuxième chapitre englobe les </span></span><span style="line-height: 17px;">différents</span><span style="font-size: small;"><span style="line-height: 107%;"> types de test qu'on peut faire pour analyser deux variables, a savoir :</span></span></span></b></div>
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<li><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">le test de Khi-deux ;</span></b></li>
<li><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">le test ANOVA ;</span></b></li>
<li><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">le test de fisher ;</span></b></li>
<li><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">le test de spearman ;</span></b></li>
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<li><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;"><span style="background-color: white;"><b style="mso-bidi-font-weight: normal;"><span style="background-attachment: scroll; background-clip: border-box; background-image: none; background-origin: padding-box; background-position: 0% 0%; background-repeat: repeat; background-size: auto auto; font-family: "Palatino Linotype","serif"; font-size: 12pt; line-height: 107%;">Le test de Mac-NEMAR ;</span></b></span></span></b></li>
<li><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;"><span style="background-color: white;"><b style="mso-bidi-font-weight: normal;"><span style="background-attachment: scroll; background-clip: border-box; background-image: none; background-origin: padding-box; background-position: 0% 0%; background-repeat: repeat; background-size: auto auto; font-family: "Palatino Linotype","serif"; font-size: 12pt; line-height: 107%;">le test T ;</span></b></span></span></b></li>
<li><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;"><span style="background-color: white;"><b style="mso-bidi-font-weight: normal;"><span style="background-attachment: scroll; background-clip: border-box; background-image: none; background-origin: padding-box; background-position: 0% 0%; background-repeat: repeat; background-size: auto auto; font-family: "Palatino Linotype","serif"; font-size: 12pt; line-height: 107%;">le test de wilcoxon.</span></b></span></span></b></li>
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CHAPITRE II : L’ANALYSE DES DONNEES

CHAPITRE II : COMBINAISON DE DEUX VARIABLES : Ce deuxième chapitre englobe les différents types de test qu'on peut faire pour analyser deux variables, a savoir : le test de Khi-deux ; le test ANOVA ;…

23 Mar 2013

CHAPITRE I : L’ANALYSE DES DONNEES :

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<b><i><span style="background-color: lime; font-family: Times, Times New Roman, serif; font-size: 16pt; line-height: 107%;">Méthodes
quantitatives appliquées à la gestion</span></i></b></div>
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<i><span style="font-family: Times, Times New Roman, serif;">Prof : OMAR IBOURK</span></i></div>
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<i><b><u><span style="font-family: Times, Times New Roman, serif; font-size: 14.0pt; line-height: 107%;">CHAPITRE
I : L’ANALYSE DES DONNEES : </span></u></b></i></div>
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<b><span style="font-family: Times, Times New Roman, serif;">Parmi
les types de recherches on peut citer :</span></b></div>
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<span style="font-family: Times, Times New Roman, serif;"><b><span style="mso-list: Ignore;">      1    -<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">      </span></span></b><span dir="LTR"></span><b>Recherche
exploratoire (méthodes quantitatives) </b></span></div>
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<span style="font-family: Times, Times New Roman, serif;"><b><span style="mso-list: Ignore;">      2   -<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">      </span></span></b><span dir="LTR"></span><b>Recherche
descriptive </b></span></div>
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<span style="font-family: Times, Times New Roman, serif;"><b><span style="mso-list: Ignore;">      3   -<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">      </span></span></b><span dir="LTR"></span><b>Recherche
causale ou explicative </b></span></div>
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<b><span style="font-family: Times, Times New Roman, serif;">Y=f(x)<span style="mso-spacerun: yes;">  </span>tel que f : est le lien fonctionnel
entre la variable a expliqué (y) et la variable explicative (x).</span></b></div>
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<b><u><span style="font-family: Times, Times New Roman, serif;">L’approche
bidimensionnelle : (bi-variée)</span></u></b></div>
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<span style="font-family: Times, Times New Roman, serif;"><span style="mso-list: Ignore;">-<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">         
</span></span><span dir="LTR"></span><b>L’analyse des variables quanti-qualitatives</b></span></div>
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<span style="font-family: Times, Times New Roman, serif;"><span style="mso-list: Ignore;">-<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">         
</span></span><span dir="LTR"></span><b>L’analyse des variables quanti-quantitatives
(l’analyse de corrélation)</b></span></div>
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<b><span style="font-family: Times, Times New Roman, serif;">Quatre
notions à analyser :</span></b></div>
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<span style="font-family: Times, Times New Roman, serif;"><b><span style="mso-list: Ignore;">       1)<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">      </span></span></b><span dir="LTR"></span><b>La
nature de la relation (linéaire ou non-linéaire / le diagramme de
dispersion :  nuage de point)</b></span></div>
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<span style="font-family: Times, Times New Roman, serif;"><b><span style="mso-list: Ignore;">       2)<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">      </span></span></b><span dir="LTR"></span><b>Le sens
de la relation : la covariance </b></span></div>
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<span style="font-family: Times, Times New Roman, serif;"><b><span style="mso-list: Ignore;">       3)<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">      </span></span></b><span dir="LTR"></span><b>L’intensité
de la relation : le coefficient de corrélation </b></span></div>
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<span style="font-family: Times, Times New Roman, serif;"><b><span style="mso-list: Ignore;">       4)<span style="font-size: 7pt; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;">      </span></span></b><span dir="LTR"></span><b>La
droite de régression</b></span></div>
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<span style="font-family: Times, Times New Roman, serif;"><i></i><b><a href="http://www.docstoc.com/docs/141031873/CHAPITRE-I--L%E2%80%99ANALYSE-DES-DONNEES-" rel="nofollow" target="_blank"> télécharger le cours ici</a></b></span>

CHAPITRE I : L’ANALYSE DES DONNEES :

Méthodes quantitatives appliquées à la gestion Prof : OMAR IBOURK CHAPITRE I : L’ANALYSE DES DONNEES : Parmi les types de recherches on peut citer : 1 - Recherche exploratoire (métho…

07 Jan 2013

Méthodes quantitatives appliquées à la gestion

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<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Méthodes
quantitatives appliquées à la gestion est une matière du module Techniques
quantitatives et de communication appliquées au management I (M14) d'un volume
horaire de 35 heures, assuré par A.IBOURK</span></b><b><i><span style="font-family: "Palatino Linotype","serif"; font-size: 18.0pt; line-height: 107%;"></span></i></b></div>
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<b><b><i><span style="background-color: lime; font-family: "Palatino Linotype","serif"; font-size: 16pt; line-height: 107%;">Méthodes
quantitatives </span></i></b></b></div>
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<b><b><i><span style="background-color: lime; font-family: "Palatino Linotype","serif"; font-size: 16pt; line-height: 107%;">appliquées à la gestion</span></i></b></b></div>
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<b><i><span style="font-family: "Palatino Linotype","serif";">Prof : OMAR IBOURK</span></i></b></div>
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<b><b><u><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Introduction :</span></u></b></b></div>
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<b><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Le
processus global d’investigation empirique comporte trois phases
essentielles :</span></b></b></div>
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<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">1-<span style="font: 7.0pt "Times New Roman";">     
</span></span></span></b><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Phase
de conception,</span></b></div>
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<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">2-<span style="font: 7.0pt "Times New Roman";">     
</span></span></span></b><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Phase
de réalisation (et de consolidation)</span></b></div>
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<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">3-<span style="font: 7.0pt "Times New Roman";">     
</span></span></span></b><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Phase
d’analyse (et de restitution)</span></b></div>
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<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">I-<span style="font: 7.0pt "Times New Roman";">                  
</span></span></span></b><span dir="LTR"></span><b><u><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Phase
de conception :</span></u></b></div>
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</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Etape 1 :
définition de la problématique générale objet de l’investigation</span></b></div>
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</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Etape 2 :
les recherches préalables à travers la collecte des données (primaire et
secondaire)</span></b></div>
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</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Etape 3 :
définition des hypothèses </span></b></div>
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<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Etape 4 :
les moyens disponibles </span></b></div>
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<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Etape 5 :
établissement du rapport </span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto;">
</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.4pt; mso-add-space: auto; mso-list: l1 level1 lfo2; text-indent: -36.0pt;">
<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">II-<span style="font: 7.0pt "Times New Roman";">               
</span></span></span></b><span dir="LTR"></span><b><u><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Phase
de réalisation :</span></u></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto;">
</div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 90.0pt; mso-add-space: auto; mso-list: l0 level1 lfo4; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">La population
cible (la population mère ou encore la population de référence)</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 90.0pt; mso-add-space: auto; mso-list: l0 level1 lfo4; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Echantillon-Echantillonnage,
…</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 90.0pt; mso-add-space: auto; mso-list: l0 level1 lfo4; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Questionnaire,
entretien, … (outil de recherche)</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 90.0pt; mso-add-space: auto; mso-list: l0 level1 lfo4; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Test des
outils </span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 90.0pt; mso-add-space: auto; mso-list: l0 level1 lfo4; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Mode de
collecte (choix entre l’internet, la télé, l’auto-administré, …) </span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 90.0pt; mso-add-space: auto; mso-list: l0 level1 lfo4; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">La sélection
et la formation des enquêteurs</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 90.0pt; mso-add-space: auto; mso-list: l0 level1 lfo4; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">La réalisation
du travail.</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto;">
</div>
<div class="MsoListParagraphCxSpLast" style="margin-left: 71.4pt; mso-add-space: auto; mso-list: l1 level1 lfo2; text-indent: -36.0pt;">
<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">III-<span style="font: 7.0pt "Times New Roman";">            
</span></span></span></b><span dir="LTR"></span><b><u><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Phase
d’analyse :</span></u></b></div>
<div class="MsoNormal" style="margin-left: 18.0pt; text-indent: 17.25pt;">
<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Dans
ce sens, il existe trois approches :</span></b></div>
<div class="MsoListParagraphCxSpFirst" style="margin-left: 53.25pt; mso-add-space: auto; mso-list: l5 level1 lfo6; text-indent: -18.0pt;">
<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">1)<span style="font: 7.0pt "Times New Roman";">     
</span></span></span></b><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Monodimensionnelle</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.25pt; mso-add-space: auto; mso-list: l5 level1 lfo6; text-indent: -18.0pt;">
<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">2)<span style="font: 7.0pt "Times New Roman";">     
</span></span></span></b><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Bidimensionnelle
(de dispersion, variance, écart type, caractéristique de centrage, mode,
médiane et la moyenne, …) </span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.25pt; mso-add-space: auto; mso-list: l5 level1 lfo6; text-indent: -18.0pt;">
<b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: "Palatino Linotype"; mso-fareast-font-family: "Palatino Linotype";"><span style="mso-list: Ignore;">3)<span style="font: 7.0pt "Times New Roman";">     
</span></span></span></b><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Multidimensionnelle :
</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l2 level1 lfo5; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Coefficient
d’asymétrie </span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l2 level1 lfo5; text-indent: -18.0pt;">
<span style="font-family: Symbol; font-size: 12.0pt; line-height: 107%; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif"; font-size: 12.0pt; line-height: 107%;">Caractéristique
de concentration</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l2 level1 lfo5; text-indent: -18.0pt;">
<span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif";">Statistique : ACP, AFC, AFD, ACM</span></b></div>
<div class="MsoListParagraphCxSpLast" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l2 level1 lfo5; text-indent: -18.0pt;">
<span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-weight: bold; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">        
</span></span></span><span dir="LTR"></span><b><span style="font-family: "Palatino Linotype","serif";">Régression linéaire et non linéaire </span></b></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
</div>
<div class="MsoNormal" style="margin-left: 18.0pt; text-indent: 17.4pt;">
<b><span style="font-family: "Palatino Linotype","serif";">NB :</span></b></div>
<div class="MsoNormal" style="margin-left: 18.0pt; text-indent: 17.4pt;">
<b><span style="font-family: "Palatino Linotype","serif";">Pour mieux cerner ces notions
sur ordinateur il est conseillé de faire appel aux progiciels suivant :</span></b></div>
<div class="MsoListParagraphCxSpFirst" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">SPSS</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">SAS</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">SPHINX</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">STAT</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">SPAD</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">SYSTAT</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">STATLAB</span></b></div>
<div class="MsoListParagraphCxSpLast" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l3 level1 lfo7; text-indent: -18.0pt;">
<span lang="EN-US" style="font-family: Wingdings; mso-ansi-language: EN-US; mso-bidi-font-family: Wingdings; mso-bidi-font-weight: bold; mso-fareast-font-family: Wingdings;"><span style="mso-list: Ignore;">Ø<span style="font: 7.0pt "Times New Roman";"> 
</span></span></span><span dir="LTR"></span><b><span lang="EN-US" style="font-family: "Palatino Linotype","serif"; mso-ansi-language: EN-US;">EVIEWS</span></b></div>
</b>

Méthodes quantitatives appliquées à la gestion

Méthodes quantitatives appliquées à la gestion est une matière du module Techniques quantitatives et de communication appliquées au management I (M14) d'un volume horaire de 35 heures, assuré par A.I…

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