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Summary

Summary - Advanced Statistics and Research Methods (GZW3024)

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Uploaded on
09-05-2025
Written in
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The document contains the effects of the general seminars and the details of all lectures. Extra notes may sometimes be included in Dutch, but because the exam is in English, the rest of the document is also English.

Institution
Maastricht University (UM)
Module
Voortgezette Statistiek en Methoden van Onderzoek (GZW3024)











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Institution
Maastricht University (UM)
Study
Gezondheidswetenschappen
Module
Voortgezette Statistiek en Methoden van Onderzoek (GZW3024)
All documents for this subject (3)

Document information

Uploaded on
May 9, 2025
Number of pages
336
Written in
2024/2025
Type
Summary

Subjects

  • statistics
  • epidemiology
  • advanced statistics

Content preview

VOORTGEZETTE STATISTIEK
EN METHODEN VAN
ONDERZOEK(2425-
GZW3024)




0

,Inhoud
Introduction ....................................................................................................................................... 5
Lecture 1: Measures of disease frequency .................................................................................... 6
Lecture Case I: Theme IB causal determinants of health: experimental research ................... 12
Seminar 1........................................................................................................................................ 15
Homework assignment 1 ........................................................................................................... 15
Homework assignment 2 ........................................................................................................... 16
Homework assignment 3 ........................................................................................................... 17
Seminar assignment 1 ............................................................................................................... 19
Seminar assignment 2 ............................................................................................................... 20
Lecture 2: Linear regression analysis 1 (part A).......................................................................... 22
Linear regression analysis 1 (part B) ........................................................................................ 29
Seminar 2........................................................................................................................................ 32
Homework assignment .............................................................................................................. 32
Seminar assignment 1 ............................................................................................................... 35
Seminar assignment 2 ............................................................................................................... 38
Seminar assignment 3 ............................................................................................................... 41
Lecture 3: Linear regression 2 ...................................................................................................... 44
Lecture 4 Validity and bias ............................................................................................................ 53
Seminar 3........................................................................................................................................ 69
Homework assignment .............................................................................................................. 69
Seminar assignment 1 ............................................................................................................... 73
Seminar assignment 2 ............................................................................................................... 77
Practical 1 ....................................................................................................................................... 82
Seminar 4........................................................................................................................................ 89
Homework assignment 1 ........................................................................................................... 89
Homework assignment 2 ........................................................................................................... 90
Homework assignment 3 ........................................................................................................... 91
Seminar assignment 1 ............................................................................................................... 92
Seminar assignment 2 ............................................................................................................... 93
Lecture 5 ......................................................................................................................................... 96
Seminar 5...................................................................................................................................... 105
Homework assignment 1 ......................................................................................................... 105
Seminar assignment 1 ............................................................................................................. 110
Seminar assignment 2 ............................................................................................................. 115
Seminar 6...................................................................................................................................... 120
1

, Homework assignment 1 ......................................................................................................... 120
Homework assignment 2 ......................................................................................................... 121
Seminar assignment 1 ............................................................................................................. 123
Seminar 7...................................................................................................................................... 129
Homework assignment 1 ......................................................................................................... 129
Seminar assignment 1 ............................................................................................................. 130
Practical 2 ..................................................................................................................................... 137
Seminar 8...................................................................................................................................... 142
Homework assignment ............................................................................................................ 142
Seminar assignment ................................................................................................................ 145
Lecture 6: Analysis of repeated measures: marginal models .................................................. 149
Lecture 7 ....................................................................................................................................... 156
Seminar 9...................................................................................................................................... 166
Homework assignment ............................................................................................................ 166
Seminar assignment 1 ............................................................................................................. 168
Seminar assignment 2 ............................................................................................................. 169
Seminar assignment 3 ............................................................................................................. 171
Seminar assignment 4 ............................................................................................................. 172
Practical 3 ..................................................................................................................................... 173
Seminar 10 ................................................................................................................................... 174
Homework assignment ............................................................................................................ 174
Seminar assignment ................................................................................................................ 178
Lecture 8 ....................................................................................................................................... 191
Lecture 9 ....................................................................................................................................... 200
Seminar 11 ................................................................................................................................... 201
Homework assignment 1 ......................................................................................................... 201
Homework assignment 2 ......................................................................................................... 201
Seminar assignment 1 ............................................................................................................. 202
Seminar assignment 2 ............................................................................................................. 204
Seminar 12 ................................................................................................................................... 206
Homework assignment ............................................................................................................ 206
Seminar assignment ................................................................................................................ 211
Seminar 13 ................................................................................................................................... 224
Homework assignment 1 ......................................................................................................... 224
Homework assignment 2 ......................................................................................................... 225
Homework assignment 3 ......................................................................................................... 226
2

, Seminar assignment 1 ............................................................................................................. 230
Lecture 10 ..................................................................................................................................... 234
Seminar 15 ................................................................................................................................... 240
Homework assignment 1 ......................................................................................................... 240
Seminar assignment 1 ............................................................................................................. 241
Seminar assignment 2 ............................................................................................................. 244
Lecture 12 ..................................................................................................................................... 248
Seminar 16 ................................................................................................................................... 254
Homework assignment 1 ......................................................................................................... 254
Seminar assignment 1 ............................................................................................................. 256
Seminar assignment 2 ............................................................................................................. 257
Seminar 17 ................................................................................................................................... 259
Homework assignment 1 ......................................................................................................... 259
Homework assignment 2 ......................................................................................................... 261
Homework assignment 3 ......................................................................................................... 261
Seminar assignment 1 ............................................................................................................. 262
Seminar assignment 2 ............................................................................................................. 266
Practical 4 ..................................................................................................................................... 268
Seminar 18 ................................................................................................................................... 271
Homework assignment ............................................................................................................ 271
Seminar assignment ................................................................................................................ 272
Lecture 13 ..................................................................................................................................... 275
Seminar 19 ................................................................................................................................... 283
Homework assignment 1 ......................................................................................................... 283
Homework assignment 2 ......................................................................................................... 283
Seminar assignment 1 ............................................................................................................. 283
Seminar assignment 2 ............................................................................................................. 285
Lecture 14 ..................................................................................................................................... 286
Seminar 20 ................................................................................................................................... 293
Homework assignment ............................................................................................................ 293
Homework assignment 2 ......................................................................................................... 294
Seminar assignment 1 ............................................................................................................. 296
Seminar assignment 2 ............................................................................................................. 297
Seminar 22 ................................................................................................................................... 299
Homework assignment ............................................................................................................ 299
Seminar assignment 1 ............................................................................................................. 300
3

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