Advanced and Multivariate Statistical Methods: Practical Application and Interpretation
Autor Craig A. Mertler, Rachel A. Vannatta, Kristina N. LaVeniaen Limba Engleză Paperback – 16 sep 2025
This updated text facilitates conceptual understanding of multivariate statistical methods by limiting the technical nature of the discussion of those concepts and focusing on their practical applications. It equips students with the tools to critically evaluate research articles that utilize these techniques and prepares graduate students to apply multivariate methods in analyzing their own quantitative data or that of their institutions.
This new edition has resources for instructors and students, including an online test bank, downloadable data sets, and “how to” videos of the SPSS procedures, available via the companion website (www.routledge.com/cw/mertler) and signposted throughout the book for easy reference. A brief discussion of practical significance has also been added to Chapter 1.
This book is tailored for students taking a multivariate statistics course in graduate programs across a range of fields, including psychology, education, sociology, criminal justice, social work, mass communication, and nursing.
| Toate formatele și edițiile | Preț | Express |
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| Taylor & Francis – 16 sep 2025 | 968.01 lei 43-57 zile | |
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Specificații
ISBN-13: 9781032890500
ISBN-10: 1032890509
Pagini: 352
Ilustrații: 528
Dimensiuni: 210 x 280 x 19 mm
Greutate: 0.65 kg
Ediția:8. Auflage
Editura: Taylor & Francis
Colecția Routledge
Locul publicării:Oxford, United Kingdom
ISBN-10: 1032890509
Pagini: 352
Ilustrații: 528
Dimensiuni: 210 x 280 x 19 mm
Greutate: 0.65 kg
Ediția:8. Auflage
Editura: Taylor & Francis
Colecția Routledge
Locul publicării:Oxford, United Kingdom
Public țintă
PostgraduateCuprins
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
Notă biografică
Craig A. Mertler is Professor of Action Research and Quantitative Methods at Barry University, USA. He teaches courses focused on the application of action research in educational settings and also teaches research methods, statistical analyses, and quantitative approaches to research. He has served as the research methodology expert on more than 140 dissertations and theses.
Rachel A. Vannatta is Distinguished Teaching Professor of Educational Assessment, Research and Statistics at Bowling Green State University, USA. In her more than 25 years in higher education, she has focused on creating more accessible and relatable statistics content.
Kristina N. LaVenia is Senior Lecturer at the University of Canterbury, NZ. She teaches courses on research methods, data analysis, program evaluation, and leadership for adult development. In her role as faculty member, she works closely with doctoral students to provide support for their dissertation research. Her background as a school counselor informs her educational research and leadership preparation work.
Rachel A. Vannatta is Distinguished Teaching Professor of Educational Assessment, Research and Statistics at Bowling Green State University, USA. In her more than 25 years in higher education, she has focused on creating more accessible and relatable statistics content.
Kristina N. LaVenia is Senior Lecturer at the University of Canterbury, NZ. She teaches courses on research methods, data analysis, program evaluation, and leadership for adult development. In her role as faculty member, she works closely with doctoral students to provide support for their dissertation research. Her background as a school counselor informs her educational research and leadership preparation work.
Descriere
Advanced and Multivariate Statistical Methods, Eighth Edition offers conceptual and practical insights into multivariate statistical techniques, designed for students without requiring deep technical or mathematical expertise.