東華大學圖書館 |

Multilevel analysis : = techniques and applications /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Multilevel analysis :/ Joop J. Hox.
Reminder of title:	techniques and applications /
Author:	Hox, J. J.
Published:	New York :Routledge, : 2010.,
Description:	x, 382 p. :ill. ;24 cm.
[NT 15003449]:	Introduction to multilevel analysis -- The basic two-level regression model -- Estimation and hypothesis testing in multilevel regression -- Some important methodological and statistical issues -- Analyzing longitudinal data -- The multilevel generalized linear model for dichotomous data and proportions -- The multilevel generalized linear model for categorical and count data -- Multilevel survival analysis -- Cross-classified multilevel models -- Multivariate multilevel regression models -- The multilevel approach to meta-analysis -- Sample sizes and power analysis in multilevel regression -- Advanced issues in estimation and testing -- Multilevel factor models -- Multilevel path models -- Latent curve models.
Subject:	Social sciences - Statistical methods. -
ISBN:	9781848728455 (hardback : alk. paper)

Multilevel analysis : = techniques and applications /
Hox, J. J.

Multilevel analysis :techniques and applications /Joop J. Hox. - 2nd ed. - New York :Routledge,2010. - x, 382 p. :ill. ;24 cm. - Quantitative methodology series. - Quantitative methodology series..

Includes bibliographical references and indexes.

Introduction to multilevel analysis -- The basic two-level regression model -- Estimation and hypothesis testing in multilevel regression -- Some important methodological and statistical issues -- Analyzing longitudinal data -- The multilevel generalized linear model for dichotomous data and proportions -- The multilevel generalized linear model for categorical and count data -- Multilevel survival analysis -- Cross-classified multilevel models -- Multivariate multilevel regression models -- The multilevel approach to meta-analysis -- Sample sizes and power analysis in multilevel regression -- Advanced issues in estimation and testing -- Multilevel factor models -- Multilevel path models -- Latent curve models.

""Dr. Hox is a master at presenting sophisticated statistical ideas and models in very pragmatic way... There have been many developments in the area of multilevel structural equation modeling and (Pox's] book is the only multilevel one that covers this important area...The additional chapters... make the book more... appealing... I would definitely use Hox's book... [and] recommend it to my colleagues."-Donald Hedeker, University of Illinois at Chicago, USA" ""The second edition offers a simplistic yet in-depth coverage of difficult material. It follows closely the style and approach of the highly successful first edition. The [book] also incorporates many of the latest developments that have emerged over the past few years in the field."-George A. Marcoulides, University of California, Riverside, Quantitative Methodology Series Editor" ""This book continues to be one of the most readable texts on multilevel analysis. Hox does a masterful job of making the complex palatable. This book is a great addition for the practitioner and methodologist alike."-J. Kyle Roberts, Southern Methodist University, USA" ""The writing style is unquestionably a strength of this book particularly when compared to competing books... Without question I would adopt the revised version and recommend it to others. The.., changes... strengthen an already effective book."-Dick Carpenter, University of Colorado, USA" "This practical introduction helps readers apply multilevel techniques to their research. Noted as an accessible introduction, the book also includes advanced extensions, making it useful as both an introduction and as a reference to students, researchers, and methodologists. Basic models and examples are discussed in non-technical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines. For example, readers will find data sets on stress in hospitals, GPA scores, survey responses, street safety, epilepsy, divorce, and sociometric scores, to name a few. The data sets are available on the website in SPSS, HLM, MLwiN, LISREL and/or Mplus files. Readers are introduced to both the multilevel regression model and multilevel structural models." "Highlights of the second edition include:" "-Two new chaptersone on multilevel models for ordinal and count data (Ch. 7) and another on multilevel survival analysis (Ch. 8)." "-Thoroughly updated chapters on multilevel structural equation modeling that reflect the enormous technical progress of the last few years." "-The addition of some simpler examples to help the novice, whilst the more complex examples that combine more than one problem have been retained." "-A new section on multivariate meta-analysis (Ch. 11)." "-Expanded discussions of covariance structures across time and analyzing longitudinal data where no trend is expected." "-Expanded chapter on the logistic model for dichotomous data and proportions with new estimation methods." "-An updated website at v ww..000hox.net/ with data sets for all the text examples and up-to-date screen shots and PowerPoint slides for instructors." "Ideal for introductory courses on multilevel modeling and/or ones that introduce this topic in some detail taught in a variety of disciplines including: psychology, education, sociology, the health sciences, and business, the advanced extensions also make this a favorite resource for researchers and methodologists in these disciplines. A basic understanding of ANOVA and multiple regression is assumed. The section on multilevel structural equation models assumes a basic understanding of SEM."--BOOK JACKET.

ISBN: 9781848728455 (hardback : alk. paper)

LCCN: 2009048988Subjects--Topical Terms:

529420
Social sciences
--Statistical methods.

LC Class. No.: HA29 / .H783 2010

Dewey Class. No.: 001.4/22

Multilevel analysis : = techniques and applications /
LDR:06243cam a2200445 a 4500 001 977693
003 OCoLC
005 20111101092432.0
008 111101s2010 nyua b 001 0 eng
010 $a 2009048988
020 $a 9781848728455 (hardback : alk. paper)
020 $a 184872845X (hardback : alk. paper)
020 $a 9781848728462 (pbk. : alk. paper): $c UK29.95
020 $a 1848728468 (pbk. : alk. paper)
029 1 $a AU@ $b 000044974386
029 1 $a CDX $b 10031988
029 1 $a CDX $b 9773787
029 1 $a NZ1 $b 13322931
029 1 $a HEBIS $b 212190482
035 $a LIB-BW-100-014
040 $a DLC $c DLC $d YDX $d YDXCP $d BWX $d CDX $d LML $d UWO $d HEBIS
050 0 0 $a HA29 $b .H783 2010
082 0 0 $a 001.4/22 $2 22
100 1 $a Hox, J. J. $3 595185
245 1 0 $a Multilevel analysis : $b techniques and applications / $c Joop J. Hox.
250 $a 2nd ed.
260 # $a New York : $b Routledge, $c 2010.
300 $a x, 382 p. : $b ill. ; $c 24 cm.
490 1 $a Quantitative methodology series
504 $a Includes bibliographical references and indexes.
505 0 # $a Introduction to multilevel analysis -- The basic two-level regression model -- Estimation and hypothesis testing in multilevel regression -- Some important methodological and statistical issues -- Analyzing longitudinal data -- The multilevel generalized linear model for dichotomous data and proportions -- The multilevel generalized linear model for categorical and count data -- Multilevel survival analysis -- Cross-classified multilevel models -- Multivariate multilevel regression models -- The multilevel approach to meta-analysis -- Sample sizes and power analysis in multilevel regression -- Advanced issues in estimation and testing -- Multilevel factor models -- Multilevel path models -- Latent curve models.
520 1 $a ""Dr. Hox is a master at presenting sophisticated statistical ideas and models in very pragmatic way... There have been many developments in the area of multilevel structural equation modeling and (Pox's] book is the only multilevel one that covers this important area...The additional chapters... make the book more... appealing... I would definitely use Hox's book... [and] recommend it to my colleagues."-Donald Hedeker, University of Illinois at Chicago, USA" ""The second edition offers a simplistic yet in-depth coverage of difficult material. It follows closely the style and approach of the highly successful first edition. The [book] also incorporates many of the latest developments that have emerged over the past few years in the field."-George A. Marcoulides, University of California, Riverside, Quantitative Methodology Series Editor" ""This book continues to be one of the most readable texts on multilevel analysis. Hox does a masterful job of making the complex palatable. This book is a great addition for the practitioner and methodologist alike."-J. Kyle Roberts, Southern Methodist University, USA" ""The writing style is unquestionably a strength of this book particularly when compared to competing books... Without question I would adopt the revised version and recommend it to others. The.., changes... strengthen an already effective book."-Dick Carpenter, University of Colorado, USA" "This practical introduction helps readers apply multilevel techniques to their research. Noted as an accessible introduction, the book also includes advanced extensions, making it useful as both an introduction and as a reference to students, researchers, and methodologists. Basic models and examples are discussed in non-technical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines. For example, readers will find data sets on stress in hospitals, GPA scores, survey responses, street safety, epilepsy, divorce, and sociometric scores, to name a few. The data sets are available on the website in SPSS, HLM, MLwiN, LISREL and/or Mplus files. Readers are introduced to both the multilevel regression model and multilevel structural models." "Highlights of the second edition include:" "-Two new chaptersone on multilevel models for ordinal and count data (Ch. 7) and another on multilevel survival analysis (Ch. 8)." "-Thoroughly updated chapters on multilevel structural equation modeling that reflect the enormous technical progress of the last few years." "-The addition of some simpler examples to help the novice, whilst the more complex examples that combine more than one problem have been retained." "-A new section on multivariate meta-analysis (Ch. 11)." "-Expanded discussions of covariance structures across time and analyzing longitudinal data where no trend is expected." "-Expanded chapter on the logistic model for dichotomous data and proportions with new estimation methods." "-An updated website at v ww..000hox.net/ with data sets for all the text examples and up-to-date screen shots and PowerPoint slides for instructors." "Ideal for introductory courses on multilevel modeling and/or ones that introduce this topic in some detail taught in a variety of disciplines including: psychology, education, sociology, the health sciences, and business, the advanced extensions also make this a favorite resource for researchers and methodologists in these disciplines. A basic understanding of ANOVA and multiple regression is assumed. The section on multilevel structural equation models assumes a basic understanding of SEM."--BOOK JACKET.
650 # 0 $a Social sciences $x Statistical methods. $3 529420
650 # 0 $a Analysis of variance. $3 516400
650 # 0 $a Regression analysis. $3 529831
650 0 7 $a Statistik. $2 swd $3 1302177
650 0 7 $a Varianzanalyse. $2 swd $3 1302178
650 0 7 $a Regressionsanalyse. $2 swd $3 1302179
650 0 7 $a Kontextanalyse. $2 swd $3 1302180
650 0 7 $a Sozialwissenschaften. $2 swd $3 1302181
830 0 $a Quantitative methodology series. $3 1302176
938 $a YBP Library Services $b YANK $n 3135891
938 $a Blackwell Book Service $b BBUS $n R3847735 $c $95.00
938 $a Coutts Information Services $b COUT $n 10031988
948 $h NO HOLDINGS IN TUH - 114 OTHER HOLDINGS
952 $a 277195979 $z DLC $b LIBRARY OF CONGRESS $h Full $i LCC $k DDC $n Summary $t Contents $u 20101118
952 $a 656143756 $z STF $b STANFORD UNIV LIBR $h Full $i LCC $t Contents $u 20110816
952 $a 703061922 $z HLS $b HARVARD UNIV, HARVARD COL LIBR $h Less-than-full batch $i LCC $k DDC $n Summary $t Contents $u 20110312
952 $a 739469666 $z PUL $b PRINCETON UNIV $h Full $i LCC $k DDC $n Summary $t Contents $u 20110707
952 $a 740581824 $z CUY $b UNIV OF CALIFORNIA, BERKELEY $h Full $i LCC $k DDC $n Summary $t Contents $u 20110712
994 $a Z0 $b TUH