Hierarchical Linear Models: Applications and Data Analysis Methods

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SAGE, 2002 - Mathematics - 485 pages
8 Reviews

Popular in the First Edition for its rich, illustrative examples and lucid explanations of the theory and use of hierarchical linear models (HLM), the book has been reorganized into four parts with four completely new chapters. The first two parts, Part I on "The Logic of Hierarchical Linear Modeling" and Part II on "Basic Applications" closely parallel the first nine chapters of the previous edition with significant expansions and technical clarifications, such as:

* An intuitive introductory summary of the basic procedures for estimation and inference used with HLM models that only requires a minimal level of mathematical sophistication in Chapter 3
* New section on multivariate growth models in Chapter 6
* A discussion of research synthesis or meta-analysis applications in Chapter 7
* Data analytic advice on centering of level-1 predictors and new material on plausible value intervals and robust standard estimators

  

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Contents

IV
3
V
5
VI
6
VII
10
VIII
14
IX
16
XI
23
XII
29
LX
245
LXI
250
LXII
252
LXIII
254
LXIV
256
LXV
267
LXVI
280
LXVII
285

XIII
31
XIV
38
XVII
56
XVIII
65
XIX
68
XXI
69
XXII
72
XXIII
75
XXIV
80
XXV
85
XXVI
94
XXVII
99
XXIX
100
XXX
102
XXXI
117
XXXII
131
XXXIII
134
XXXV
149
XXXVI
152
XXXVII
158
XXXVIII
160
XLI
161
XLII
163
XLIII
169
XLIV
176
XLV
181
XLVI
185
XLVII
199
XLVIII
200
XLIX
202
L
205
LII
208
LIII
210
LIV
217
LV
222
LVI
224
LVII
228
LIX
237
LXVIII
291
LXX
294
LXXI
309
LXXII
317
LXXIII
325
LXXIV
332
LXXV
333
LXXVI
336
LXXVIII
338
LXXIX
346
LXXX
351
LXXXII
365
LXXXIII
371
LXXXIV
373
LXXXV
376
LXXXVI
384
LXXXVII
389
LXXXVIII
396
XC
399
XCII
400
XCIII
402
XCIV
408
XCV
412
XCVI
414
XCVII
427
XCVIII
432
XCIX
436
CII
438
CIII
440
CV
444
CVI
450
CVII
454
CVIII
465
CIX
467
CX
477
CXI
485
Copyright

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About the author (2002)

He is a Professor of Education at University of Michigan.

He is a Professor of Education at the University of Chicago and Director of its Center for School Improvement.

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