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Statistical Methods for Practice and Research: a Guide to Data Analysis Using SPSS (Record no. 3464)

MARC details
000 -LEADER
fixed length control field	03714nam a2200205 4500
003 - CONTROL NUMBER IDENTIFIER
control field	OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20240321163340.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	230522b \|\|\|\|\|\|\|\| \|\|\|\| 00\| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9788132101000 (pb)
040 ## - CATALOGING SOURCE
Transcribing agency	CUS
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	519.50285
Item number	GAU/S
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name	Gaur, Ajai S.
9 (RLIN)	10437
245 ## - TITLE STATEMENT
Title	Statistical Methods for Practice and Research: a Guide to Data Analysis Using SPSS
250 ## - EDITION STATEMENT
Edition statement	2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc.	Losangeles :
Name of publisher, distributor, etc.	Sage ,
Date of publication, distribution, etc.	2009.
300 ## - PHYSICAL DESCRIPTION
Extent	169p.
Other physical details	ill. ;
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note	1. Introduction to SPSS 15<br/>1.1 Starting SPSS 15<br/>1.2 SPSS Main Menus 16<br/>1.3 Working with the Data Editor 18<br/>1.4 SPSS Viewer 22<br/>1.5 Importing and Exporting Data 24<br/>2. Basic Statistical Concepts 28<br/>2.1 Research in Behavioral Sciences 28<br/>2.1.1 Qualitative Research 28<br/>2.1.2 Quantitative Research 29<br/>2.2 Types of Variables 30<br/>2.2.1 Qualitative Variables 30<br/>2.2.2 Quantitative Variables * 31<br/>2.3 Reliability and Validity 31<br/>2.3.1 Assessing Reliability 32<br/>2.3.2 Assessing Validity ' 32<br/>2.4 Hypothesis Testing 33<br/>2.4.1 Type I and Type 11 Errors 35<br/>2.4.2 Significance Level (p-value) 35<br/>2.4.3 One-Tailed and Two-Tailed Tests 35<br/>*<br/>3. Summarizing Data: Descriptive Statistics 37<br/>3.1 Basic Concepts 37<br/>3.1.1 Measures of Central Tendency 38<br/>3.1.2 Measures of Variability 38<br/>3.1.3 Percentiles, QuartUes, and Interquartile Range 39<br/>3.1.4 Skewness 39<br/>3.1.5 Kurtosis 40<br/>3.2 Using SPSS 40<br/>3.2.1 Descriptive Statistics 41<br/>3.2.2 Frequencies 44<br/>3.2.3 Tables 49<br/>4. Comparing Means: One or Two Samples t-Tests 52<br/>4.1 Basic Concepts 52<br/>4.1.1 Mest and z-test 52<br/>4.1.2 One Sample f-test 53<br/>4.1.3 Independent Samples Mest 53<br/>4.1.4 Dependent (Paired) Samples Mest 54<br/>4.2 Using SPSS 54<br/>4.2.1 One Sample Mest 54<br/>4.2.2 Independent Samples Mest 58<br/>4.2.3 Dependent Samples Mest 63<br/>5. Comparing Means: Analysis of Variance 67<br/>5.1 Basic Concepts<br/>5.1.1 ANOVA Procedure 67<br/>5.1.2 Factors and Covariates 68<br/>5.1.3 Between, Within, and Mixed (Between-Wlthin) Designs 69<br/>5.1.4 Main Effects and Interactions 69<br/>5.1.5 Post-Hoc Multiple Comparisons 70<br/>5.1.6 Contrast Analysis<br/>5.2 Using SPSS ^<br/>5.2.1 One-Way Between-Groups ANOVA 71<br/>5.2.2 Unplanned and Planned Comparisons 78<br/>5.2.3 Two-Way Between-Groups ANOVA 55<br/>6. Chi-Square Test of Independence for Discrete Data 91<br/>6.1 Basic Concepts<br/>6.1.1 Chi-Square Test of Independence<br/>6.1.2 Contingency Tables<br/>6.2 Using SPSS<br/>91<br/>92<br/>93<br/>93<br/>7. Correlation Analysis 99<br/>7.1 Basic Concepts 99<br/>7.1.1 Correlation Coefficient 99<br/>7.1.2 Nature of Variables 100<br/>7.1.3 Bivariate/Partial Correlation 100<br/>7.2 Using SPSS 101<br/>7.2.1 Bivariate Correlation 103<br/>7.2.2 Partial Correlation 105<br/>8. Multiple Regression 108<br/>8.1 Basic Concepts 108<br/>8.1.1 Regression Coefficient 108<br/>8.1.2 Rvalues 109<br/>8.1.3 Design Issues 109<br/>8.1.4 Multiple Regression Types 110<br/>8.2 Using SPSS 110<br/>8.2.1 Standard Multiple Regression 111<br/>8.2.2 Hierarchical Regression 117<br/>9. Logistic Regression 171<br/>9.1 Basic Concepts 121<br/>9.1.1 Logistic Regression Coefficients ^ 121<br/>9.1.2 Fit Indices 122<br/>9.1.3 Design Issues 122<br/>9.1.4 Logistic Regression Types 122<br/>9.2 Using SPSS 123<br/>10. Data Reduction and Scale Reliability: Factor Analysis 131<br/>10.1 Basic Concepts ^ 131<br/>10.1.1 Factor and Component 131<br/>10.1.2 Exploratory and Confirmatoi^ Factor Analysis 132<br/>10.1.3 Extraction 132<br/>10.1.4 Factor Loadings 132<br/>10.1.5 Rotation 133<br/>10.1.6 Commimalities 133<br/>10.1.7 Eigenvalue and Scree Plot 133<br/>10.1.8 Scale Reliability 134<br/>10.1.9 Sample Size Considerations 134<br/>10.2 Using SPSS<br/>10.2.1 Factor Analysis 134<br/>10.2.2 Scale Reliability 145<br/>11. Advanced Data Handling In SPSS 152<br/>11.1 Sorting Cases<br/>11.2 Merging Files<br/>11.3 Aggregating Cases<br/>11.4 Splitting Files<br/>11.5 Selecting Cases<br/>11.6 Recoding Values<br/>11.7 Computing New Variables<br/><br/><br/>
700 ## - ADDED ENTRY--PERSONAL NAME
9 (RLIN)	21238
Personal name	Gaur, Sanjaya S.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type	General Books
Source of classification or shelving scheme
Koha issues (borrowed), all copies	2

Holdings
Home library	Current library	Shelving location	Date acquired	Full call number	Barcode	Date last seen	Price effective from	Koha item type	Total Checkouts	Date last checked out
Central Library, Sikkim University	Central Library, Sikkim University	General Book Section	23/06/2016	519.50285 GAU/S	P40275	23/06/2016	23/06/2016	General Books
Central Library, Sikkim University	Central Library, Sikkim University	General Book Section	23/06/2016	519.50285 GAU/S	P36644	26/06/2023	23/06/2016	General Books	1	05/06/2023
Central Library, Sikkim University	Central Library, Sikkim University	General Book Section	23/06/2016	519.50285 GAU/S	P36643	23/06/2016	23/06/2016	General Books
Central Library, Sikkim University	Central Library, Sikkim University	General Book Section	23/06/2016	519.50285 GAU/S	P36642	23/06/2016	23/06/2016	General Books
Central Library, Sikkim University	Central Library, Sikkim University	General Book Section	23/06/2016	519.50285 GAU/S	P36641	23/06/2016	23/06/2016	General Books
Central Library, Sikkim University	Central Library, Sikkim University	General Book Section	24/06/2016	519.50285 GAU/S	P40276	09/04/2024	24/06/2016	General Books	1	21/03/2024