國立虎尾科技大學 |

Configural Frequency Analysis = Foundations, Models, and Applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Configural Frequency Analysis/ by Alexander von Eye, Wolfgang Wiedermann.
其他題名:	Foundations, Models, and Applications /
作者:	von Eye, Alexander.
其他作者:	Wiedermann, Wolfgang.
面頁冊數:	X, 393 p. 35 illus., 1 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Statistical Theory and Methods. -
電子資源:	https://doi.org/10.1007/978-3-662-64008-1
ISBN:	9783662640081

Configural Frequency Analysis = Foundations, Models, and Applications /
von Eye, Alexander.

Configural Frequency AnalysisFoundations, Models, and Applications /[electronic resource] :by Alexander von Eye, Wolfgang Wiedermann. - 1st ed. 2021. - X, 393 p. 35 illus., 1 illus. in color.online resource. - Statistics for Social and Behavioral Sciences,2199-7365. - Statistics for Social and Behavioral Sciences,.

Preface -- 1 Questions that Can Be Answered with CFA -- 2 Elements of CFA -- 3 Models of CFA -- 4 Models of Longitudinal CFA -- 5 Designs for CFA -- 6 Special Variables in CFA -- 7 The CFA Treasure Chest -- 8 CFA Software -- Index.

This unique book provides a comprehensive and detailed coverage of configural frequency analysis (CFA), the most useful method of analysis of categorical data in person-oriented research. It presents the foundations, methods, and models of CFA and features numerous empirical data examples from a range of disciplines that can be reproduced by the readers. It also addresses computer applications, including relevant R packages and modules. Configural frequency analysis is a statistical method that allows the processing of important and interesting questions in categorical data. The perspective of CFA differs from the usual perspective of relations among variables; its focus is on patterns of variable categories that stand out with respect to specific hypotheses, and as such, CFA allows for testing numerous substantive hypotheses. The book describes the origins of CFA and their relation to chi-square analysis as well as the developments that are based on log-linear modeling. The models covered range from simple models of variable independence to complex models that are needed when causal hypotheses are tested. Empirical data examples are provided for each model. New models are introduced for person-oriented mediation analysis and locally optimized time series analysis, and new results concerning the characteristics of CFA methods are bolstered using Monte Carlo simulations. Primarily intended for researchers and students in the social and behavioral sciences, the book will also appeal to anyone who deals with categorical data from a person-centered perspective.

ISBN: 9783662640081

Standard No.: 10.1007/978-3-662-64008-1doiSubjects--Topical Terms:

671396
Statistical Theory and Methods.

LC Class. No.: HA1-4737

Dewey Class. No.: 300.727

Configural Frequency Analysis = Foundations, Models, and Applications /
LDR:03297nam a22004095i 4500 001 1059572
003 DE-He213
005 20220113184627.0
007 cr nn 008mamaa
008 220414s2021 gw | s |||| 0|eng d
020 $a 9783662640081 $9 978-3-662-64008-1
024 7 $a 10.1007/978-3-662-64008-1 $2 doi
035 $a 978-3-662-64008-1
050 4 $a HA1-4737
072 7 $a JHBC $2 bicssc
072 7 $a SOC027000 $2 bisacsh
072 7 $a JHBC $2 thema
082 0 4 $a 300.727 $2 23
100 1 $a von Eye, Alexander. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 686053
245 1 0 $a Configural Frequency Analysis $h [electronic resource] : $b Foundations, Models, and Applications / $c by Alexander von Eye, Wolfgang Wiedermann.
250 $a 1st ed. 2021.
264 1 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2021.
300 $a X, 393 p. 35 illus., 1 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Statistics for Social and Behavioral Sciences, $x 2199-7365
505 0 $a Preface -- 1 Questions that Can Be Answered with CFA -- 2 Elements of CFA -- 3 Models of CFA -- 4 Models of Longitudinal CFA -- 5 Designs for CFA -- 6 Special Variables in CFA -- 7 The CFA Treasure Chest -- 8 CFA Software -- Index.
520 $a This unique book provides a comprehensive and detailed coverage of configural frequency analysis (CFA), the most useful method of analysis of categorical data in person-oriented research. It presents the foundations, methods, and models of CFA and features numerous empirical data examples from a range of disciplines that can be reproduced by the readers. It also addresses computer applications, including relevant R packages and modules. Configural frequency analysis is a statistical method that allows the processing of important and interesting questions in categorical data. The perspective of CFA differs from the usual perspective of relations among variables; its focus is on patterns of variable categories that stand out with respect to specific hypotheses, and as such, CFA allows for testing numerous substantive hypotheses. The book describes the origins of CFA and their relation to chi-square analysis as well as the developments that are based on log-linear modeling. The models covered range from simple models of variable independence to complex models that are needed when causal hypotheses are tested. Empirical data examples are provided for each model. New models are introduced for person-oriented mediation analysis and locally optimized time series analysis, and new results concerning the characteristics of CFA methods are bolstered using Monte Carlo simulations. Primarily intended for researchers and students in the social and behavioral sciences, the book will also appeal to anyone who deals with categorical data from a person-centered perspective.
650 2 4 $a Statistical Theory and Methods. $3 671396
650 2 4 $a Psychological Methods. $3 1365979
650 1 4 $a Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy. $3 1366322
650 0 $a Statistics . $3 1253516
650 0 $a Psychology—Methodology. $3 1254003
650 0 $a Social sciences—Statistical methods. $3 1366321
700 1 $a Wiedermann, Wolfgang. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1069837
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783662640074
776 0 8 $i Printed edition: $z 9783662640098
776 0 8 $i Printed edition: $z 9783662640104
830 0 $a Statistics for Social and Behavioral Sciences, $x 2199-7357 $3 1254189
856 4 0 $u https://doi.org/10.1007/978-3-662-64008-1
912 $a ZDB-2-SMA
912 $a ZDB-2-SXMS
950 $a Mathematics and Statistics (SpringerNature-11649)
950 $a Mathematics and Statistics (R0) (SpringerNature-43713)