Language:
English
繁體中文
Help
圖資館首頁
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Person-centered methodsconfigural fr...
~
SpringerLink (Online service)
Person-centered methodsconfigural frequency analysis (CFA) and other methods for the analysis of contingency tables /
Record Type:
Electronic resources : Monograph/item
Title/Author:
Person-centered methodsby Mark Stemmler.
Reminder of title:
configural frequency analysis (CFA) and other methods for the analysis of contingency tables /
Author:
Stemmler, Mark.
Published:
Cham :Springer International Publishing :2020.
Description:
x, 116 p. :ill., digital ;24 cm.
Contained By:
Springer Nature eBook
Subject:
Nonparametric statistics.
Online resource:
https://doi.org/10.1007/978-3-030-49421-6
ISBN:
9783030494216$q(electronic bk.)
Person-centered methodsconfigural frequency analysis (CFA) and other methods for the analysis of contingency tables /
Stemmler, Mark.
Person-centered methods
configural frequency analysis (CFA) and other methods for the analysis of contingency tables /[electronic resource] :by Mark Stemmler. - Second edition. - Cham :Springer International Publishing :2020. - x, 116 p. :ill., digital ;24 cm. - SpringerBriefs in statistics,2191-544X. - SpringerBriefs in statistics..
1. Introducing Person-Centered Methods -- 2. CFA Software -- 3. Significance Testing in CFA -- 4. CFA and Log-Linear Modeling -- 5. Longitudinal CFA -- 6. Other Person-Centered Methods Serving as Complimentary Tools for CFA -- 7. CFA and its Derivatives -- Glossary -- Index.
This book offers a comprehensible overview of the statistical approach called the person-centered method. Instead of analyzing means, variances and covariances of scale scores as in the common variable-centered approach, the person-centered approach analyzes persons or objects grouped according to their characteristic patterns or configurations in contingency tables. This second edition explores the relationship between two statistical methods: log-linear modeling (LLM) and configural frequency analysis (CFA) Both methods compare expected frequencies with observed frequencies. However, while LLM searches for the underlying dependencies of the involved variables in the data (model-fitting), CFA examines significant residuals in non-fitting models. New developments in the second edition include: Configural Mediation Models, CFA with covariates, moderator CFA, and CFA modeling branches in tree-based methods. The new developments enable the use of categorical together with continuous variables, which makes CFA a very powerful statistical tool. This new edition continues to utilize R-package confreq (derived from Configural Frequency Analysis), much updated since the first edition and newly adjusted to the new R base program 4.0. An electronic supplement is now available with 18 R-scripts and many datasets.
ISBN: 9783030494216$q(electronic bk.)
Standard No.: 10.1007/978-3-030-49421-6doiSubjects--Topical Terms:
182700
Nonparametric statistics.
LC Class. No.: QA278.8 / .S746 2020
Dewey Class. No.: 519.5
Person-centered methodsconfigural frequency analysis (CFA) and other methods for the analysis of contingency tables /
LDR
:02734nmm a2200349 a 4500
001
585391
003
DE-He213
005
20201228095225.0
006
m d
007
cr nn 008maaau
008
210311s2020 sz s 0 eng d
020
$a
9783030494216$q(electronic bk.)
020
$a
9783030494209$q(paper)
024
7
$a
10.1007/978-3-030-49421-6
$2
doi
035
$a
978-3-030-49421-6
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
QA278.8
$b
.S746 2020
072
7
$a
JHBC
$2
bicssc
072
7
$a
SOC027000
$2
bisacsh
072
7
$a
JHBC
$2
thema
082
0 4
$a
519.5
$2
23
090
$a
QA278.8
$b
.S824 2020
100
1
$a
Stemmler, Mark.
$3
681723
245
1 0
$a
Person-centered methods
$h
[electronic resource] :
$b
configural frequency analysis (CFA) and other methods for the analysis of contingency tables /
$c
by Mark Stemmler.
250
$a
Second edition.
260
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2020.
300
$a
x, 116 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
SpringerBriefs in statistics,
$x
2191-544X
505
0
$a
1. Introducing Person-Centered Methods -- 2. CFA Software -- 3. Significance Testing in CFA -- 4. CFA and Log-Linear Modeling -- 5. Longitudinal CFA -- 6. Other Person-Centered Methods Serving as Complimentary Tools for CFA -- 7. CFA and its Derivatives -- Glossary -- Index.
520
$a
This book offers a comprehensible overview of the statistical approach called the person-centered method. Instead of analyzing means, variances and covariances of scale scores as in the common variable-centered approach, the person-centered approach analyzes persons or objects grouped according to their characteristic patterns or configurations in contingency tables. This second edition explores the relationship between two statistical methods: log-linear modeling (LLM) and configural frequency analysis (CFA) Both methods compare expected frequencies with observed frequencies. However, while LLM searches for the underlying dependencies of the involved variables in the data (model-fitting), CFA examines significant residuals in non-fitting models. New developments in the second edition include: Configural Mediation Models, CFA with covariates, moderator CFA, and CFA modeling branches in tree-based methods. The new developments enable the use of categorical together with continuous variables, which makes CFA a very powerful statistical tool. This new edition continues to utilize R-package confreq (derived from Configural Frequency Analysis), much updated since the first edition and newly adjusted to the new R base program 4.0. An electronic supplement is now available with 18 R-scripts and many datasets.
650
0
$a
Nonparametric statistics.
$3
182700
650
0
$a
Mathematical statistics
$3
182294
650
0
$a
Psychometrics.
$3
182715
650
1 4
$a
Statistics for Social Sciences, Humanities, Law.
$3
825904
650
2 4
$a
Statistical Theory and Methods.
$3
274054
650
2 4
$a
Statistics, general.
$3
275684
710
2
$a
SpringerLink (Online service)
$3
273601
773
0
$t
Springer Nature eBook
830
0
$a
SpringerBriefs in statistics.
$3
557771
856
4 0
$u
https://doi.org/10.1007/978-3-030-49421-6
950
$a
Mathematics and Statistics (SpringerNature-11649)
based on 0 review(s)
ALL
電子館藏
Items
1 records • Pages 1 •
1
Inventory Number
Location Name
Item Class
Material type
Call number
Usage Class
Loan Status
No. of reservations
Opac note
Attachments
000000189327
電子館藏
1圖書
電子書
EB QA278.8 .S824 2020 2020
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Multimedia file
https://doi.org/10.1007/978-3-030-49421-6
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login