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APA handbook of research methods in psychology. Vol. 3, Data analysis and research publication

Author: Harris M Cooper; American Psychological Association.
Publisher: Washington, D.C. : American Psychological Association, ©2012.
Edition/Format:   Print book : Document   Computer File : EnglishView all editions and formats
Summary:
"The three-volume APA Handbook of Research Methods in Psychology features descriptions of many techniques that psychologists and others have developed to help them pursue a shared understanding of why humans think, feel, and behave the way they do. At the broadest level, when choosing a method you make decisions about (a) what data or measurement techniques will best capture the thoughts, feelings, and behaviors  Read more...
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Genre/Form: Handbooks and manuals
Handbooks, manuals, etc
Additional Physical Format: (DLC) 2011045200
Material Type: Document, Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: Harris M Cooper; American Psychological Association.
OCLC Number: 781291666
Reproduction Notes: Electronic reproduction. Washington, D.C. : American Psychological Association, 2012. Available via World Wide Web. Access limited by licensing agreement.
Description: 1 online resource (x, 629 pages)
Contents: Methods for detecting badly behaved data : distributions, linear models, and beyond / Robert Andersen --
What to do about missing values / Alan C. Acock --
Exploratory data analysis / Paul F. Velleman and David C. Hoaglin --
Graphic displays of data / Leland Wilkinson --
Estimating and graphing interactions / Leona S. Aiken, Stephen G. West, Maike Luhmann, Amanda Baraldi, and Stefany J. Coxe --
Effect size estimation / Michael Borenstein --
Measures of clinically significant change / Michael J. Lambert and Russell J. Bailey --
Analysis of variance and the general linear model / James Jaccard and Kim Daniloski --
Generalized linear models / David Rindskopf --
Taxometrics : conceptual and applied aspects / William M. Grove and Scott I. Vrieze --
Multilevel modeling for psychologists / John B. Nezlek --
Longitudinal data analysis / Michael Windle --
Event history analysis / Fetene B. Tekle and Jeroen K. Vermunt --
Latent state-trait models / Rolf Steyer, Christian Geiser, and Christiane Fiege --
Latent variable modeling of continuous growth / David A. Cole and Jeffrey A. Ciesla --
Dynamical systems and differential equation models of change / Steven M. Boker --
A multivariate growth curve model for three-level data / Patrick J. Curran, James S. McGinley, Daniel Serrano, and Chelsea Burfeind --
Exploratory factor analysis and confirmatory factor analysis / Keith F. Widaman --
Latent class and latent profile models / Brian P. Flaherty and Cara J. Kiff --
Exploratory data mining using CART in the behavioral sciences / John J. McArdle --
Using the social relations model to understand interpersonal perception and behavior / P. Niels Christensen and Deborah A. Kashy --
Dyadic data analysis / Richard Gonzalez and Dale Griffin --
Social network research : the foundation of network science / Stanley Wasserman and Garry Robins --
Secondary analysis and archival research : using data collected by others / David W. Stewart --
Meta-analysis / Jeffrey C. Valentine --
Preparing a manuscript for publication / Karin Sternberg and Robert J. Sternberg --
How to publish your manuscript / Gary R. VandenBos.
Other Titles: Handbook of research methods in psychology.
Responsibility: Harris Cooper, editor-in-chief.

Abstract:

"The three-volume APA Handbook of Research Methods in Psychology features descriptions of many techniques that psychologists and others have developed to help them pursue a shared understanding of why humans think, feel, and behave the way they do. At the broadest level, when choosing a method you make decisions about (a) what data or measurement techniques will best capture the thoughts, feelings, and behaviors that interest you; (b) what research design best fits the question that you want to answer; and (c) what strategies for data analysis best match the characteristics of your design and measurements. The simplest choice for organizing the presentation of material is the temporal sequence in which you will make these decisions. This is roughly what we have done. Chapters on techniques for data analysis are found in Volume 3, Part I, with special attention to the fit between design, measurement, and analysis. Finally, issues and choices you must consider when you write up your research to share with the community of psychologists are discussed in the handbook's concluding chapters, in Volume 3, Part II." (PsycINFO Database Record (c) 2012 APA, all rights reserved).

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