Analysis of Longitudinal Data

Front Cover
OUP Oxford, Jun 20, 2002 - Language Arts & Disciplines - 379 pages
2 Reviews
The first edition of Analysis for Longitudinal Data has become a classic. Describing the statistical models and methods for the analysis of longitudinal data, it covers both the underlying statistical theory of each method, and its application to a range of examples from the agricultural and biomedical sciences. The main topics discussed are design issues, exploratory methods of analysis, linear models for continuous data, general linear models for discrete data, and models and methods for handling data and missing values. Under each heading, worked examples are presented in parallel with the methodological development, and sufficient detail is given to enable the reader to reproduce the author's results using the data-sets as an appendix. This new edition of Analysis for Longitudinal Data provides a thorough and expanded revision of this important text. It includes two new chapters; the first discusses fully parametric models for discrete repeated measures data, and the second explores statistical models for time-dependent predictors.
 

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Contents

I
1
II
3
III
15
IV
16
V
17
VI
20
VII
22
VIII
24
LXX
189
LXXI
190
LXXII
192
LXXIII
194
LXXIV
197
LXXV
201
LXXVI
204
LXXVII
206

IX
26
X
28
XI
30
XII
31
XIII
33
XIV
34
XV
41
XVI
46
XVII
52
XVIII
53
XIX
54
XX
55
XXII
56
XXIII
57
XXIV
59
XXV
64
XXVI
66
XXVII
70
XXVIII
81
XXX
82
XXXI
84
XXXII
90
XXXIII
91
XXXIV
93
XXXV
94
XXXVI
95
XXXVII
97
XXXVIII
98
XXXIX
99
XL
110
XLI
113
XLII
114
XLIII
115
XLIV
116
XLV
123
XLVI
125
XLVII
126
XLVIII
128
XLIX
130
L
137
LI
141
LII
142
LIII
143
LIV
146
LV
148
LVI
160
LVII
162
LVIII
165
LIX
167
LX
169
LXI
171
LXIII
172
LXIV
175
LXV
178
LXVI
180
LXVII
184
LXVIII
186
LXIX
188
LXXVIII
208
LXXX
209
LXXXII
212
LXXXIII
214
LXXXIV
216
LXXXV
218
LXXXVI
220
LXXXVII
222
LXXXVIII
225
LXXXIX
231
XCI
234
XCII
243
XCIII
245
XCIV
247
XCV
253
XCVI
254
XCVII
256
XCVIII
257
XCIX
258
C
259
CII
260
CIII
261
CIV
265
CVI
266
CVII
268
CVIII
269
CIX
273
CX
275
CXI
276
CXII
279
CXIII
280
CXV
282
CXVI
283
CXVII
284
CXVIII
287
CXIX
288
CXXI
293
CXXII
295
CXXIV
299
CXXV
301
CXXVI
303
CXXVII
305
CXXVIII
316
CXXIX
319
CXXX
326
CXXXII
328
CXXXIII
329
CXXXV
332
CXXXVI
337
CXXXVII
339
CXXXVIII
340
CXXXIX
343
CXLI
344
CXLII
345
CXLIII
346
CXLIV
349
CXLV
369
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About the author (2002)

Peter Diggle is in the Department of Mathematics and Statistics, University of Lancaster. Patrick Heagerty is in the Biostatistics Department, University of Washington. Kung-Yee Liang and Scott Zeger are both in the Biostatistics Department, Johns Hopkins University.

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