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The Oxford handbook of quantitative methods in psychology. Vol. 2, Statistical analysis / edited by Todd D. Little. [electronic resource]
Format
Book
Language
English
Εdition
1st ed.
Published/Created
New York : Oxford University Press, 2013.
Description
1 online resource : illustrations (black and white).
Availability
Available Online
Ebook Central Perpetual, DDA and Subscription Titles
Oxford Handbooks Online Psychology
Details
Subject(s)
Psychology
—
Mathematical models
[Browse]
Psychology
—
Statistical methods
[Browse]
Editor of compilation
Little, Todd D.
[Browse]
Series
Oxford library of psychology.
[More in this series]
Summary note
This title provides an accessible and comprehensive review of the current state-of-the-science and a one-stop source for learning and reviewing current best-practices in a quantitative method across the social, behavioural, and educational sciences.
Notes
Bibliographic Level Mode of Issuance: Monograph
Bibliographic references
Includes bibliographical references and index.
Source of description
Description based on online resource; title from home page (viewed on October 2, 2013).
Language note
English
Contents
Cover
Contents
Oxford Library of Psychology
About the Editor
Contributors
Table of Contents
1. Introduction
2. Overview of Traditional/Classical Statistical Approaches
3. Generalized Linear Models
4. Categorical Methods
5. Configural Frequency Analysis
6. Nonparametric Statistical Techniques
7. Correspondence Analysis
8. Spatial Analysis
9. Analysis of Imaging Data
10. Twin Studies and Behavior Genetics
11. Quantitative Analysis of Genes
12. Multidimensional Scaling
13. Latent Variable Measurement Models
14. Multilevel Regression and Multilevel Structural Equation Modeling
15. Structural Equation Models
16. Developments in Mediation Analysis
17. Moderation
18. Longitudinal Data Analysis
19. Dynamical Systems and Models of Continuous Time
20. Intensive Longitudinal Data
21. Dynamic Factor Analysis: Modeling Person-Specific Process
22. Time Series Analysis
23. Analyzing Event History Data
24. Clustering and Classification
25. Latent Class Analysis and Finite Mixture Modeling
26. Taxometrics
27. Missing Data Methods
28. Secondary Data Analysis
29. Data Mining
30. Meta-Analysis and Quantitative Research Synthesis
31. Common Fallacies in Quantitative Research Methodology
Index
A
B
C
D
E
F
G
H
I
J
K
L
M
N
O
P
Q
R
S
T
U
V
W
Z.
Show 59 more Contents items
Other title(s)
Quantitative methods in psychology
Handbook of quantitative methods in psychology
ISBN
0-19-997130-7
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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The Oxford handbook of quantitative methods / edited by Todd D. Little.
id
SCSB-5683507