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Catalogue Information
Field name	Details
Dewey Class	519.5
Title	Behavioral Research Data Analysis with R ([Ebook]) / by Yuelin Li, Jonathan Baron.
Author	Li, Yuelin
Added Personal Name	Baron, Jonathan
Other name(s)	SpringerLink (Online service)
Publication	New York, NY : Springer , 2012.
Physical Details	XII, 245 pages: 32 illus., 11 illus. in color. : online resource.
Series	Use R
ISBN	9781461412380
Summary Note	This book is written for behavioral scientists who want to consider adding R to their existing set of statistical tools, or want to switch to R as their main computation tool. The authors aim primarily to help practitioners of behavioral research make the transition to R. The focus is to provide practical advice on some of the widely-used statistical methods in behavioral research, using a set of notes and annotated examples. The book will also help beginners learn more about statistics and behavioral research. These are statistical techniques used by psychologists who do research on human subjects, but of course they are also relevant to researchers in others fields that do similar kinds of research. The authors emphasize practical data analytic skills so that readers can quickly incorporated the data in their own research.:
Contents note	Introduction -- Reading and Transformting Data Format -- Statistics for Comparing Means and Proportions -- R Graphics and Trellis Plots -- Analysis of Variance -- Linear and Logistic Regression -- Statistical Power and Sample Size Considerations -- Item Response Theory -- Imputation of Missing Data -- Linear Mixed Effects Models in Analyzing Repeated Measures Data -- Linear Mixed Effects Models in Cluster Randomized Studies.
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site	http://dx.doi.org/10.1007/978-1-4614-1238-0
Links to Related Works	Subject References: R (Computer program language) . Statistics - Computer programs . Statistics — Data processing . Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law . Authors: author . Baron, Jonathan . Li, Yuelin . Corporate Authors: SpringerLink (Online service) . Series: Use R . Classification: 519.5 . 519.5 (DDC 23) .

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Behavioral Research Data Analysis with R

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