EPID 766: Analysis of Longitudinal Data from ... - NCSU Statistics

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CHAPTER 1 Epid 766, D. Zhang 1.3 Data examples Example 1: Framingham study In the Framingham study, each of 2634 participants was examined every 2 years for a 10 year period for his/her cholesterol level. Study objectives: 1. How does cholesterol level change over time on average as people get older? 2. How is the change of cholesterol level associated with sex and baseline age? 3. Do males have more stable (true) baseline cholesterol level and change rate than females? A subset of 200 subjects’ data is used for illustrative purpose. Graduate Summer Session in Epidemiology Slide 12
CHAPTER 1 Epid 766, D. Zhang A glimpse of the raw data newid id cholst sex age year 1 1244 175 1 32 0 1 1244 198 1 32 2 1 1244 205 1 32 4 1 1244 228 1 32 6 1 1244 214 1 32 8 1 1244 214 1 32 10 2 835 299 0 34 0 2 835 328 0 34 4 2 835 374 0 34 6 2 835 362 0 34 8 2 835 370 0 34 10 3 176 250 0 41 0 3 176 277 0 41 2 3 176 265 0 41 4 3 176 254 0 41 6 3 176 263 0 41 8 3 176 268 0 41 10 4 901 243 0 44 0 4 901 211 0 44 2 4 901 204 0 44 4 4 901 196 0 44 6 4 901 246 0 44 8 Graduate Summer Session in Epidemiology Slide 13
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CHAPTER 2 Epid 766, D. Zhang Genera
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CHAPTER 2 Epid 766, D. Zhang 2.2 Es
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CHAPTER 2 Epid 766, D. Zhang 2.3 Ho
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CHAPTER 2 Epid 766, D. Zhang ⋆ Mo
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CHAPTER 2 Epid 766, D. Zhang 220.69
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CHAPTER 2 Epid 766, D. Zhang Soluti
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CHAPTER 2 Epid 766, D. Zhang ⋆ Es
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CHAPTER 2 Epid 766, D. Zhang ⋆ Th
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CHAPTER 2 Epid 766, D. Zhang ⋆ No
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CHAPTER 2 Epid 766, D. Zhang UN(2,1
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CHAPTER 3 Epid 766, D. Zhang 3 Mode
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CHAPTER 3 Epid 766, D. Zhang exampl
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CHAPTER 3 Epid 766, D. Zhang model
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CHAPTER 3 Epid 766, D. Zhang One si
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CHAPTER 3 Epid 766, D. Zhang Cov Pa
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CHAPTER 3 Epid 766, D. Zhang Design
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CHAPTER 3 Epid 766, D. Zhang Commen
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CHAPTER 4 Epid 766, D. Zhang 3. AR(
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CHAPTER 4 Epid 766, D. Zhang 4.2 Ge
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CHAPTER 4 Epid 766, D. Zhang indivi
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CHAPTER 4 Epid 766, D. Zhang SAS ou
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CHAPTER 4 Epid 766, D. Zhang Iterat
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CHAPTER 4 Epid 766, D. Zhang 4.4 An
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CHAPTER 4 Epid 766, D. Zhang Dimens
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EPID 766: Analysis of Longitudinal Data from ... - NCSU Statistics

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