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

More documents

Recommendations

Info

CHAPTER 1 Epid 766, D. Zhang estimates the following quantity θ = P[E|D]/(1 − P[E|D]) P[E|D]/(1 − P[E|D]) = P[D|E]/(1 − P[D|E]) P[D|E]/(1 − P[D|E]) . • If disease is rare, i.e., P[D|E] ≈ 0, P[D|E] ≈ 0, relative risk of disease can be approximately obtained: θ ≈ P[D|E] P[D|E] = relative risk. More efficient than prospective cohort study in this case. • Problem: recall bias! (it is difficult to ascertain exposure history E.) Graduate Summer Session in Epidemiology Slide 10
CHAPTER 1 Epid 766, D. Zhang 1.2 Introduction to longitudinal studies A longitudinal study is a prospective cohort study where repeated measures are taken over time for each individual. A longitudinal study is usually designed to answer the following questions: 1. How does the variable of interest change over time? 2. How is the (change of) variable of interest associated with treatment and other covariates? 3. How does the variable of interest relate to each other over time? 4. · · · Graduate Summer Session in Epidemiology Slide 11
Page 1 and 2: Epid 766 D. Zhang EPID 766: Analysi
Page 3 and 4: TABLE OF CONTENTS Epid 766, D. Zhan
Page 5 and 6: CHAPTER 1 Epid 766, D. Zhang 1 Revi
Page 7 and 8: CHAPTER 1 Epid 766, D. Zhang • Gi
Page 9: CHAPTER 1 Epid 766, D. Zhang 3. Ret
Page 13 and 14: CHAPTER 1 Epid 766, D. Zhang A glim
Page 15 and 16: CHAPTER 1 Epid 766, D. Zhang What w
Page 17 and 18: CHAPTER 1 Epid 766, D. Zhang Propor
Page 19 and 20: CHAPTER 1 Epid 766, D. Zhang Epilep
Page 21 and 22: CHAPTER 1 Epid 766, D. Zhang Compar
Page 23 and 24: CHAPTER 1 Epid 766, D. Zhang Then y
Page 25 and 26: CHAPTER 1 Epid 766, D. Zhang 1.6 Ch
Page 27 and 28: CHAPTER 1 Epid 766, D. Zhang For j
Page 29 and 30: CHAPTER 1 Epid 766, D. Zhang 2. Ser
Page 31 and 32: CHAPTER 1 Epid 766, D. Zhang 1.8 Tw
Page 33 and 34: CHAPTER 1 Epid 766, D. Zhang 1.9 An
Page 35 and 36: CHAPTER 1 Epid 766, D. Zhang Part o
Page 37 and 38: CHAPTER 1 Epid 766, D. Zhang Sample
Page 39 and 40: CHAPTER 1 Epid 766, D. Zhang SAS pr
Page 41 and 42: CHAPTER 1 Epid 766, D. Zhang Variab
Page 43 and 44: CHAPTER 1 Epid 766, D. Zhang Regres
Page 45 and 46: CHAPTER 1 Epid 766, D. Zhang After
Page 47 and 48: CHAPTER 1 Epid 766, D. Zhang model
Page 49 and 50: CHAPTER 2 Epid 766, D. Zhang 2.1 Wh
Page 51 and 52: CHAPTER 2 Epid 766, D. Zhang Random
Page 53 and 54: CHAPTER 2 Epid 766, D. Zhang Why tr
Page 55 and 56: CHAPTER 2 Epid 766, D. Zhang II. Ra
Page 57 and 58: CHAPTER 2 Epid 766, D. Zhang subjec
Page 59 and 60: CHAPTER 2 Epid 766, D. Zhang III. O
Page 61 and 62:
CHAPTER 2 Epid 766, D. Zhang 4. Uns
Page 63 and 64:
CHAPTER 2 Epid 766, D. Zhang Genera
Page 65 and 66:
CHAPTER 2 Epid 766, D. Zhang 2.2 Es
Page 67 and 68:
CHAPTER 2 Epid 766, D. Zhang 2.3 Ho
Page 69 and 70:
CHAPTER 2 Epid 766, D. Zhang ⋆ Mo
Page 71 and 72:
CHAPTER 2 Epid 766, D. Zhang ⋆ Th
Page 73 and 74:
CHAPTER 2 Epid 766, D. Zhang The Mi
Page 75 and 76:
CHAPTER 2 Epid 766, D. Zhang 220.69
Page 77 and 78:
CHAPTER 2 Epid 766, D. Zhang • Mo
Page 79 and 80:
CHAPTER 2 Epid 766, D. Zhang where
Page 81 and 82:
CHAPTER 2 Epid 766, D. Zhang AICC (
Page 83 and 84:
CHAPTER 2 Epid 766, D. Zhang the lo
Page 85 and 86:
CHAPTER 2 Epid 766, D. Zhang ⋆ Si
Page 87 and 88:
CHAPTER 2 Epid 766, D. Zhang ⋆ Pa
Page 89 and 90:
CHAPTER 2 Epid 766, D. Zhang Soluti
Page 91 and 92:
CHAPTER 2 Epid 766, D. Zhang 6. �
Page 93 and 94:
CHAPTER 2 Epid 766, D. Zhang ⋆ Es
Page 95 and 96:
CHAPTER 2 Epid 766, D. Zhang ⋆ Th
Page 97 and 98:
CHAPTER 2 Epid 766, D. Zhang ⋆ In
Page 99 and 100:
CHAPTER 2 Epid 766, D. Zhang ⋆ No
Page 101 and 102:
CHAPTER 2 Epid 766, D. Zhang UN(2,1
Page 103 and 104:
CHAPTER 2 Epid 766, D. Zhang • No
Page 105 and 106:
CHAPTER 2 Epid 766, D. Zhang title
Page 107 and 108:
CHAPTER 2 Epid 766, D. Zhang What w
Page 109 and 110:
CHAPTER 2 Epid 766, D. Zhang Ways t
Page 111 and 112:
CHAPTER 2 Epid 766, D. Zhang title
Page 113 and 114:
CHAPTER 3 Epid 766, D. Zhang 3 Mode
Page 115 and 116:
CHAPTER 3 Epid 766, D. Zhang while
Page 117 and 118:
CHAPTER 3 Epid 766, D. Zhang exampl
Page 119 and 120:
CHAPTER 3 Epid 766, D. Zhang model
Page 121 and 122:
CHAPTER 3 Epid 766, D. Zhang One si
Page 123 and 124:
CHAPTER 3 Epid 766, D. Zhang 3. The
Page 125 and 126:
CHAPTER 3 Epid 766, D. Zhang Cov Pa
Page 127 and 128:
CHAPTER 3 Epid 766, D. Zhang What w
Page 129 and 130:
CHAPTER 3 Epid 766, D. Zhang Design
Page 131 and 132:
CHAPTER 3 Epid 766, D. Zhang • An
Page 133 and 134:
CHAPTER 3 Epid 766, D. Zhang Commen
Page 135 and 136:
CHAPTER 4 Epid 766, D. Zhang 4 Mode
Page 137 and 138:
CHAPTER 4 Epid 766, D. Zhang (not c
Page 139 and 140:
CHAPTER 4 Epid 766, D. Zhang give u
Page 141 and 142:
CHAPTER 4 Epid 766, D. Zhang will g
Page 143 and 144:
CHAPTER 4 Epid 766, D. Zhang • Co
Page 145 and 146:
CHAPTER 4 Epid 766, D. Zhang • A
Page 147 and 148:
CHAPTER 4 Epid 766, D. Zhang • Vi
Page 149 and 150:
CHAPTER 4 Epid 766, D. Zhang 3. AR(
Page 151 and 152:
CHAPTER 4 Epid 766, D. Zhang • In
Page 153 and 154:
CHAPTER 4 Epid 766, D. Zhang option
Page 155 and 156:
CHAPTER 4 Epid 766, D. Zhang Criter
Page 157 and 158:
CHAPTER 4 Epid 766, D. Zhang Some r
Page 159 and 160:
CHAPTER 4 Epid 766, D. Zhang • In
Page 161 and 162:
CHAPTER 4 Epid 766, D. Zhang Class
Page 163 and 164:
CHAPTER 4 Epid 766, D. Zhang Second
Page 165 and 166:
CHAPTER 4 Epid 766, D. Zhang Algori
Page 167 and 168:
CHAPTER 4 Epid 766, D. Zhang Criter
Page 169 and 170:
CHAPTER 4 Epid 766, D. Zhang 4.2 Ge
Page 171 and 172:
CHAPTER 4 Epid 766, D. Zhang indivi
Page 173 and 174:
CHAPTER 4 Epid 766, D. Zhang • Ex
Page 175 and 176:
CHAPTER 4 Epid 766, D. Zhang ⋆ On
Page 177 and 178:
CHAPTER 4 Epid 766, D. Zhang • Fo
Page 179 and 180:
CHAPTER 4 Epid 766, D. Zhang • Im
Page 181 and 182:
CHAPTER 4 Epid 766, D. Zhang that i
Page 183 and 184:
CHAPTER 4 Epid 766, D. Zhang • Re
Page 185 and 186:
CHAPTER 4 Epid 766, D. Zhang SAS ou
Page 187 and 188:
CHAPTER 4 Epid 766, D. Zhang Iterat
Page 189 and 190:
Page 191 and 192:
CHAPTER 4 Epid 766, D. Zhang 4.4 An
Page 193 and 194:
CHAPTER 4 Epid 766, D. Zhang option
Page 195 and 196:
CHAPTER 4 Epid 766, D. Zhang Dimens
Page 197 and 198:
Page 199 and 200:
CHAPTER 4 Epid 766, D. Zhang The re
Page 201 and 202:
CHAPTER 4 Epid 766, D. Zhang The re
show all

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

Create successful ePaper yourself

Delete template?

Save as template?