Jasrai, Lokesh,

Data analysis using SPSS / Lokesh Jasrai. - xlii, 401 pages : illustrations ; 25 cm. - Sage Texts . - Sage texts. .

Includes bibliographical references and index.

Basics of SPSS windows -- Orientation of SPSS windows -- Creating and editing data -- Data visualization and descriptive statistics -- Displaying data with graphs and charts -- Frequency analysis and descriptive statistics -- Exploratory data analysis -- Cross-tabulation -- Data analysis with cross-tabulation -- Univariate statistical inferences -- Independent-sample t-test -- Paired-sample t-test -- One-sample t-test -- Experimental designs: analysis of variance -- One-way analysis of variance (ANOVA) -- Two-way ANOVA factorial design -- Relationship measurement and predictive analysis -- Measures of association -- Simple linear regression -- Multiple linear regression -- Binary logistic regression -- Non-parametric tests -- Non-parametric tests -- Reliability and probability distribution -- Reliability analysis -- Means analysis -- One-way ANOVA repeated measures -- Probability and sampling distribution.

The present book elaborates on the basic understanding and application of statistical tests and data analysis using hypothetical datasets and SPSS version 22.0. It enhances self-learning and develops thorough understanding of the concepts through step-by-step processes for quick comprehension, and screen images, dialog boxes and exhibits for better interaction with the software. Spanning across 17 chapters, Data Analysis Using SPSS begins from the stages of data entry and goes on till editing and data visualization. It takes the readers through descriptive statistics, frequency, univariate, bivariate and regression analysis, cross-tabulation, linear models, and non-parametric test procedures. This textbook will act as a helpful companion to students of management, humanities and social sciences, agriculture and life sciences, as well as young research scholars. --

9789353883287

2020941894


SPSS (Computer file)
SPSS (Computer file)


Statistics--Data processing.
Social sciences--Statistical methods--Computer programs.
Statistique--Informatique.
Sciences sociales--Méthodes statistiques--Logiciels.
Social sciences--Statistical methods--Computer programs
Statistics--Data processing

HA32 / .J37 2020

005.55 / J313d