Advanced and Multivariate Statistical Methods: Practical Application and Interpretation, 8th Edition by Craig A. Mertler, Rachel A. Vannatta, and Kristina N. LaVenia – Paperback (ISBN: 9781032890500)

By Craig A. Mertler, Rachel A. Vannatta, and Kristina N. LaVenia

Advanced and Multivariate Statistical Methods: Practical Application and Interpretation, 8th Edition by Craig A. Mertler, Rachel A. Vannatta, and Kristina N. LaVenia is an applied graduate-level statistics textbook designed to help students understand, interpret, and use advanced and multivariate statistical techniques without requiring extensive mathematical specialization. Published by Routledge, this edition emphasizes practical application, research interpretation, statistical reasoning, data analysis, and clear reporting of results.

Designed for graduate programs in psychology, education, sociology, criminal justice, social work, mass communication, nursing, public health, and applied research fields, this textbook supports multivariate statistics courses, research methods training, dissertation preparation, institutional research, and quantitative analysis instruction. It is especially relevant for universities, research institutes, libraries, doctoral programs, and institutional procurement teams sourcing statistics and research methods textbooks in bulk.

What This Book Does

This book teaches students how to understand when, why, and how to use advanced and multivariate statistical methods in applied research. It supports interpretation of research articles, selection of appropriate statistical procedures, analysis of quantitative data, use of SPSS-supported workflows, and professional communication of results for academic, institutional, and applied research settings.

Key Features

• Applied graduate-level guide to advanced and multivariate statistical methods
• Focuses on practical application and interpretation rather than heavy mathematical derivation
• Supports students learning to evaluate research articles using multivariate techniques
• Includes guidance for analyzing quantitative data in graduate research and institutional settings
• Provides instructor and student resources, including data sets and SPSS procedure support
• Strong fit for psychology, education, sociology, criminal justice, social work, mass communication, nursing, and public health programs

Who Should Use This Book?

• Graduate students taking advanced or multivariate statistics courses
• Doctoral candidates preparing quantitative dissertations
• Faculty teaching research methods, statistics, and applied data analysis
• Psychology, education, sociology, nursing, social work, and criminal justice programs
• Institutional researchers and applied research teams
• University libraries, research centers, and quantitative methods collections
• Institutions purchasing graduate statistics textbooks in bulk for classroom adoption

Why It’s Essential

• Helps students move beyond introductory statistics into applied multivariate analysis
• Builds practical competence in selecting, interpreting, and reporting advanced statistical techniques
• Supports graduate research, dissertation analysis, institutional data work, and scholarly article evaluation
• Strong fit for research methods programs, doctoral coursework, academic libraries, and institutional procurement

A practical graduate statistics textbook for multivariate analysis, applied research interpretation, dissertation preparation, and quantitative methods training.
Order today from BooksGoat for reliable academic supply and institutional bulk purchasing.

Product Details

• ISBN-13: 9781032890500
• ISBN-10: 1032890509
• Edition: 8th
• Authors: Craig A. Mertler, Rachel A. Vannatta, and Kristina N. LaVenia
• Publisher: Routledge
• Format: Paperback
• Pages: 352
• Copyright Year: 2026
• Condition: New
• Price: $89.99
• Minimum Order: 5 Copies
• Availability: In Stock

TOC Highlights

• Foundations of Advanced and Multivariate Statistics
• Practical Significance and Statistical Interpretation
• Data Screening and Assumption Testing
• Multiple Regression and Logistic Regression
• Multivariate Analysis of Variance
• Discriminant Analysis and Classification
• Factor Analysis and Principal Components Analysis
• Canonical Correlation and Multivariate Relationships
• SPSS Procedures, Data Sets, and Applied Examples
• Interpreting, Presenting, and Writing Statistical Results

FAQs

• Is this the 8th Edition of Advanced and Multivariate Statistical Methods?
  Yes. This listing is for Advanced and Multivariate Statistical Methods: Practical Application and Interpretation, 8th Edition with ISBN 9781032890500.
• Who are the authors?
  The book is authored by Craig A. Mertler, Rachel A. Vannatta, and Kristina N. LaVenia.
• Who is this textbook designed for?
  It is designed for graduate students and applied researchers in psychology, education, sociology, criminal justice, social work, mass communication, nursing, public health, and related fields.
• Does this book require advanced mathematical expertise?
  No. The book is designed to provide conceptual and practical understanding of multivariate methods without requiring deep technical or mathematical specialization.
• Does it support SPSS-based learning?
  Yes. The text includes applied examples and resources connected to SPSS procedures, data sets, and how-to support.
• Is this suitable for institutional and bulk orders?
  Yes. BooksGoat supports bulk purchasing for universities, graduate programs, research methods courses, doctoral cohorts, libraries, and institutional research training programs.