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A guide to R for social and behavioral science statistics (Record no. 4189)

MARC details
000 -LEADER
fixed length control field	04636nam a22002417a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20221205161519.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	221205b \|\|\|\|\| \|\|\|\| 00\| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9781544344027
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	519.502855133
Item number	GIL
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name	Gillespie, Brian Joseph
245 ## - TITLE STATEMENT
Title	A guide to R for social and behavioral science statistics
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc.	Sage Publications, Inc.
Place of publication, distribution, etc.	Los Angeles
Date of publication, distribution, etc.	2021
300 ## - PHYSICAL DESCRIPTION
Extent	xv284 p.
365 ## - TRADE PRICE
Price type code	GBP
Price amount	45.00
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note	Chapter 1 • R and RStudio® <br/>Introduction<br/> <br/>Statistical Software Overview<br/> <br/>Downloading R and RStudio<br/> <br/>RStudio<br/> <br/>Finding R and RStudio Packages<br/> <br/>Opening Data<br/> <br/>Saving Data Files<br/> <br/>Conclusion<br/> <br/> Chapter 2 • Data, Variables, and Data Management <br/>About the Data and Variables<br/> <br/>Structure and Organization of Classic “Wide” Datasets<br/> <br/>The General Social Survey<br/> <br/>Variables and Measurement<br/> <br/>Recoding Variables<br/> <br/>Logic of Coding<br/> <br/>Recoding Missing Values<br/> <br/>Computing Variables<br/> <br/>Removing Outliers<br/> <br/>Conclusion<br/> <br/> Chapter 3 • Data Frequencies and Distributions <br/>Frequencies for Categorical Variables<br/> <br/>Cumulative Frequencies and Percentages<br/> <br/>Frequencies for Interval/Ratio Variables<br/> <br/>Histograms<br/> <br/>The Normal Distribution<br/> <br/>Non-Normal Distribution Characteristics<br/> <br/>Exporting Tables<br/> <br/>Conclusion<br/> <br/> Chapter 4 • Central Tendency and Variability <br/>Measures of Central Tendency<br/> <br/>Measures of Variability<br/> <br/>The z-Score<br/> <br/>Selecting Cases for Analysis<br/> <br/>Conclusion<br/> <br/> Chapter 5 • Creating and Interpreting Univariate and Bivariate Data Visualizations <br/>Introduction<br/> <br/>R’s Color Palette<br/> <br/>Univariate Data Visualization<br/> <br/>Bivariate Data Visualization<br/> <br/>Exporting Figures<br/> <br/>Conclusion<br/> <br/> Chapter 6 • Conceptual Overview of Hypothesis Testing and Effect Size <br/>Introduction<br/> <br/>Null and Alternative Hypotheses<br/> <br/>Statistical Significance<br/> <br/>Test Statistic Distributions<br/> <br/>Choosing a Test of Statistical Significance<br/> <br/>Hypothesis Testing Overview<br/> <br/>Effect Size<br/> <br/>Conclusion<br/> <br/> Chapter 7 • Relationships Between Categorical Variables <br/>Single Proportion Hypothesis Test<br/> <br/>Goodness of Fit<br/> <br/>Bivariate Frequencies<br/> <br/>The Chi-Square Test of Independence (?2)<br/> <br/>Conclusion<br/> <br/> Chapter 8 • Comparing One or Two Means <br/>Introduction<br/> <br/>One-Sample t-Test<br/> <br/>The Independent Samples t-Test<br/> <br/>Examples<br/> <br/>Additional Independent Samples t-Test Examples<br/> <br/>Effect Size for t-Test: Cohen’s d<br/> <br/>Paired t-Test<br/> <br/>Conclusion<br/> <br/> Chapter 9 • Comparing Means Across Three or More Groups (ANOVA) <br/>Analysis of Variance (ANOVA)<br/> <br/>ANOVA in R<br/> <br/>Two-Way Analysis of Variance<br/> <br/>Conclusion<br/> <br/> Chapter 10 • Correlation and Bivariate Regression <br/>Review of Scatterplots<br/> <br/>Correlations<br/> <br/>Pearson’s Correlation Coefficient<br/> <br/>Coefficient of Determination<br/> <br/>Correlation Tests for Ordinal Variables<br/> <br/>The Correlation Matrix<br/> <br/>Bivariate Linear Regression<br/> <br/>Logistic Regression<br/> <br/>Conclusion<br/> <br/> Chapter 11 • Multiple Regression <br/>The Multiple Regression Equation<br/> <br/>Interaction Effects and Interpretation<br/> <br/>Logistic Regression<br/> <br/>Interpretation and Presentation of Logistic Regression Results<br/> <br/>Conclusion<br/> <br/> Chapter 12 • Advanced Regression Topics <br/>Advanced Regression Topics<br/> <br/>Polynomials<br/> <br/>Logarithms<br/> <br/>Scaling Data<br/> <br/>Multicollinearity<br/> <br/>Multiple Imputation<br/> <br/>Further Exploration<br/> <br/>Conclusion<br/> <br/> <br/>Index
520 ## - SUMMARY, ETC.
Summary, etc.	A Guide to R for Social and Behavioral Science Statistics is a short, accessible book for learning R. This handy guide contains basic information on statistics for undergraduates and graduate students, shown in the R statistical language using RStudio®. The book is geared toward social and behavioral science statistics students, especially those with no background in computer science. Written as a companion book to be used alongside a larger introductory statistics text, the text follows the most common progression of statistics for social scientists. The guide also serves as a companion for conducting data analysis in a research methods course or as a stand-alone R and statistics text. This guide can teach anyone how to use R to analyze data, and uses frequent reminders of basic statistical concepts to accompany instructions in R to help walk students through the basics of learning how to use R for statistics. <br/><br/><br/>
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Psychology--Statistical methods
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	R (Computer program language)
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Social sciences--Statistical methods
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name	Hibbert, Kathleen Charli
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name	Wagner, William E.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme	Dewey Decimal Classification
Koha item type	Book

Holdings
Withdrawn status	Lost status	Source of classification or shelving scheme	Damaged status	Not for loan	Collection code	Home library	Current library	Shelving location	Date acquired	Source of acquisition	Cost, normal purchase price	Total Checkouts	Full call number	Accession Number	Date last seen	Copy number	Cost, replacement price	Price effective from	Koha item type	Bill No	Bill Date
		Dewey Decimal Classification			IT & Decisions Sciences	Indian Institute of Management LRC	Indian Institute of Management LRC	General Stacks	12/06/2022	Bharatiya Sahitya Bhavana	2446.89		519.502855133 GIL	003891	12/06/2022	1	3721.50	12/06/2022	Book	IN213	24-11-2022