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Samenvatting Statistiek 2 deeltentamen B inclusief Excel-programma's $6.96   Add to cart

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Samenvatting Statistiek 2 deeltentamen B inclusief Excel-programma's

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Dit is een beknopte samenvatting van de stof voor deeltentamen B van Statistiek 2. Er wordt aandacht besteedt aan de hoofdstukken in het boek, wat stof uit de hoorcolleges en de Excel-programma's. *Er is wordt weinig aandacht besteed aan de aansturing van SPSS, omdat dit erg duidelijk in het boek...

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  • Relevante onderwerpen voor het tentamen (deel b)
  • January 9, 2021
  • January 14, 2021
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Samenvatting Statistiek 2 deel B
Inhoudsopgave
Hoofdstuk 1: Design en analyse + algemene aandachtspunten ............................................................................................ 2
Analyse kiezen: ...................................................................................................................................................................... 2
SPSS ....................................................................................................................................................................................... 2
Aandachtspunten .................................................................................................................................................................. 2
Toetsing ........................................................................................................................................................................... 2
Toelichtingen ................................................................................................................................................................... 2
Overzicht analyse kiezen ....................................................................................................................................................... 3

Hoofdstuk 2 en 3: Multiple-Regressieanalyse ..................................................................................................................... 4
Elementair rapport ................................................................................................................................................................ 4
Berekenen ANOVA Tabel ....................................................................................................................................................... 6
Beknopt rapport .................................................................................................................................................................... 6
Gestandaardiseerde (βɛτα/ beta) vs. ongestandaardiseerde (β/b) regressiegewichten ..................................................... 6
Excel Oefenen MRA versie 003 .............................................................................................................................................. 6

Hoofdstuk 4: GLM met één afhankelijke variabele (GLM-Univariate) ................................................................................. 9
Elementair rapport ANCOVA ................................................................................................................................................. 9
Beknopt rapport .................................................................................................................................................................. 11

Hoofdstuk 5: GLM met meerdere afhankelijke variabelen (GLM-Multivariate)................................................................. 12
Elementair rapport MANOVA.............................................................................................................................................. 12
Beknopt rapport MANOVA .................................................................................................................................................. 15

Hoofdstuk 6: GLM met een within-subjectfactor (Repeated-measures-MANOVA) ........................................................... 16
Elementair rapport repeated-measures-MANOVA ............................................................................................................. 16
Beknopt rapport Repeated measures MANOVA ................................................................................................................. 19
Reductie .............................................................................................................................................................................. 19

Hoofdstuk 7: GLM met within-subjectfactoren en meerdere afhankelijke variabelen (dubbel multivariate repeated-
measures-ANOVA) ........................................................................................................................................................... 20
Elementair rapport dubbel multivariate repeated-measures-ANOVA................................................................................. 20
Beknopt rapport dubbel multivariate repeated-measures-ANOVA..................................................................................... 25
Excel Oefenen elementair rapport – GLM Repeated Measures, Dubbel multivariaat ......................................................... 25
Reductie .............................................................................................................................................................................. 27

Hoofdstuk 8: non-parametrische toetsen (Mann-Whitney U-toets en Chi-kwadraattoets) ............................................... 28
Algemeen ............................................................................................................................................................................ 28
Transformatie rangscores ................................................................................................................................................... 28
Elementair rapport Mann-Whitney U-toets ........................................................................................................................ 29
Elementair rapport Chi-kwadraattoets ............................................................................................................................... 30




1

, Hoofdstuk 1: Design en analyse + algemene aandachtspunten
Analyse kiezen:
Eerste helft analyse naam:
- Meerdere afhankelijke variabelen → multivariaat
- Within-subjectfactoren → multivariaat + repeated measures
- Beide → dubbel multivariaat + repeated measures

Tweede helft analysenaam:
- Between-subjectfactoren → ANOVA
- Covariaten → multiple-regressieanalyse
- Beide → ANCOVA

SPSS
Regression
- Multiple Regressie Analyse
GLM-Univariate
- ANOVA
- ANCOVA
GLM-Multivariate
- MANOVA
- MANCOVA
GLM-Repeated measures
- Repeated measures ANOVA
- Dubbel multivariate repeated measures ANOVA
Nonparametric Tests
- Mann-Whitney
Chi-kwadraat toets voor onafhankelijkheid

Aandachtspunten
Toetsing
F (dfbron, dferror)
Eta2 alleen bij univariate toetsen opschrijven. In de beslissingen alleen benoemen als het
effect significant is.

Toelichtingen
Binnen een beknopt rapport:
- Alleen indien gevraagd
- Alleen voor significante effecten

Buiten een beknopt rapport
- Indien gevraagd, dan doen ongeacht of het effect significant is of niet
- Toelichten van beslissing of nulhypothese → notatie boek bijv. “2.5 = 4.5”

Waarmee toelichten?
- Covariaten: met B of beta (Parameter Estimates of Coefficients)
- Factoren met Estimated Marginal Means
o Nulhypothese hoofdeffect: randgemiddelden zijn gelijk
o Nulhypothese interactie: verschillen tussen celgemiddelden consistent


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