Hierarchical Linear Models: Applications and Data Analysis Methods

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SAGE, 2002 - Mathematics - 485 pages
4 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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Review: Hierarchical Linear Models: Applications and Data Analysis Methods (Advanced Quantitative Techniques in the Social Sciences #1)

User Review  - Laura Tortorelli - Goodreads

The gold standard. Read full review

Review: Hierarchical Linear Models: Applications and Data Analysis Methods (Advanced Quantitative Techniques in the Social Sciences #1)

User Review  - Laura - Goodreads

This is the textbook for the week-long Hierarchical Linear Models course; it is a very difficult book but the authority in the field. Read full review

Contents

IV
3
V
5
VI
6
VII
10
VIII
14
IX
16
X
23
XI
29
LII
245
LIII
250
LIV
252
LV
254
LVI
256
LVII
267
LVIII
280
LIX
285

XII
31
XIII
38
XIV
56
XV
65
XVI
68
XVII
69
XVIII
72
XIX
75
XX
80
XXI
85
XXII
94
XXIII
99
XXV
100
XXVI
102
XXVII
117
XXVIII
131
XXIX
134
XXX
149
XXXI
152
XXXII
158
XXXIII
160
XXXIV
161
XXXV
163
XXXVI
169
XXXVII
176
XXXVIII
181
XXXIX
185
XL
199
XLI
200
XLII
202
XLIII
205
XLIV
208
XLV
210
XLVI
217
XLVII
222
XLVIII
224
XLIX
228
LI
237
LX
291
LXI
294
LXII
309
LXIII
317
LXIV
325
LXV
332
LXVI
333
LXVII
336
LXVIII
338
LXIX
346
LXX
351
LXXII
365
LXXIII
371
LXXIV
373
LXXV
376
LXXVI
384
LXXVII
389
LXXVIII
396
LXXX
399
LXXXI
400
LXXXII
402
LXXXIII
408
LXXXIV
412
LXXXV
414
LXXXVI
427
LXXXVII
432
LXXXVIII
436
LXXXIX
438
XC
440
XCII
444
XCIII
450
XCIV
454
XCV
465
XCVI
467
XCVII
477
XCVIII
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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