Advanced and multivariate statistical methods: practical application and interpretation

By:

Mertler, Craig A

Contributor(s):

Material type: Text

TextPublication details: Routledge New York 2022Edition: 7thDescription: 336 pISBN:

9780367497477

Subject(s):

DDC classification:

519.535 MER

Summary: Book Description Advanced and Multivariate Statistical Methods, Seventh Edition provides conceptual and practical information regarding multivariate statistical techniques to students who do not necessarily need technical and/or mathematical expertise in these methods. This text has three main purposes. The first purpose is to facilitate conceptual understanding of multivariate statistical methods by limiting the technical nature of the discussion of those concepts and focusing on their practical applications. The second purpose is to provide students with the skills necessary to interpret research articles that have employed multivariate statistical techniques. Finally, the third purpose of AMSM is to prepare graduate students to apply multivariate statistical methods to the analysis of their own quantitative data or that of their institutions. New to the Seventh Edition All references to SPSS have been updated to Version 27.0 of the software. A brief discussion of practical significance has been added to Chapter 1. New data sets have now been incorporated into the book and are used extensively in the SPSS examples. All the SPSS data sets utilized in this edition are available for download via the companion website. Additional resources on this site include several video tutorials/walk-throughs of the SPSS procedures. These "how-to" videos run approximately 5–10 minutes in length. Advanced and Multivariate Statistical Methods was written for use by students taking a multivariate statistics course as part of a graduate degree program, for example in psychology, education, sociology, criminal justice, social work, mass communication, and nursing.

List(s) this item appears in: IT & Decision Sciences | Public Policy & General Management

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Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Book	Indian Institute of Management LRC General Stacks	IT & Decisions Sciences	519.535 MER (Browse shelf(Opens below))	1	Available		003931

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Previous	519.535 HAI Multivariate data analysis	519.535 HAI Multivariate data analysis	519.535 HAI Multivariate data analysis	519.535 MER Advanced and multivariate statistical methods:	519.536 URI Quantile regression for cross-sectional and time series data	519.542 KAS Machine learning for decision makers:	519.542 PET An introduction to decision theory	Next

Table of Contents
1. Introduction to Multivariate Statistics

2. A Guide to Multivariate Techniques

3. Pre-Analysis Data Screening

4. Factorial Analysis of Variance

5. Analysis of Covariance

6. Multivariate Analysis of Variance and Covariance

7. Multiple Regression

8. Factor Analysis

9. Discriminant Analysis

10. Binary Logistic Regression

Book Description
Advanced and Multivariate Statistical Methods, Seventh Edition provides conceptual and practical information regarding multivariate statistical techniques to students who do not necessarily need technical and/or mathematical expertise in these methods.

This text has three main purposes. The first purpose is to facilitate conceptual understanding of multivariate statistical methods by limiting the technical nature of the discussion of those concepts and focusing on their practical applications. The second purpose is to provide students with the skills necessary to interpret research articles that have employed multivariate statistical techniques. Finally, the third purpose of AMSM is to prepare graduate students to apply multivariate statistical methods to the analysis of their own quantitative data or that of their institutions.

New to the Seventh Edition

All references to SPSS have been updated to Version 27.0 of the software.
A brief discussion of practical significance has been added to Chapter 1.
New data sets have now been incorporated into the book and are used extensively in the SPSS examples.
All the SPSS data sets utilized in this edition are available for download via the companion website.
Additional resources on this site include several video tutorials/walk-throughs of the SPSS procedures. These "how-to" videos run approximately 5–10 minutes in length.
Advanced and Multivariate Statistical Methods was written for use by students taking a multivariate statistics course as part of a graduate degree program, for example in psychology, education, sociology, criminal justice, social work, mass communication, and nursing.

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