|
Product Description
Multivariate Analysis for the Behavioral Sciences, Second Edition is designed to show how a variety of statistical methods can be used to analyse data collected by psychologists and other behavioral scientists. Assuming some familiarity with introductory statistics, the book begins by briefly describing a variety of study designs used in the behavioral sciences, and the concept of models for data analysis. The contentious issues of p-values and confidence intervals are also discussed in the introductory chapter.
After describing graphical methods, the book covers regression methods, including simple linear regression, multiple regression, locally weighted regression, generalized linear models, logistic regression, and survival analysis. There are further chapters covering longitudinal data and missing values, before the last seven chapters deal with multivariate analysis, including principal components analysis, factor analysis, multidimensional scaling, correspondence analysis, and cluster analysis.
Features:
- Presents an accessible introduction to multivariate analysis for behavioral scientists
- Contains a large number of real data sets, including cognitive behavioral therapy, crime rates, and drug usage
- Includes nearly 100 exercises for course use or self-study
- Supplemented by a GitHub repository with all datasets and R code for the examples and exercises
- Theoretical details are separated from the main body of the text
- Suitable for anyone working in the behavioral sciences with a basic grasp of statistics
Customers Who Bought This Item Also Bought
- Cluster Analysis
- Exploratory Factor Analysis (Understanding Statistics)
- Understanding Health Policy: A Clinical Approach, Seventh Edition
- Biomeasurement
- Sultz & Young's Health Care USA: Understanding Its Organization and Delivery
- Publication Manual of the American Psychological Association
- Biostatistics Using JMP®:: A Practical Guide
- An R Companion to Applied Regression (NULL)
- Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis (Springer Series in Statistics)
- From Numbers to Words
*If this is not the "Multivariate Analysis for the Behavioral Sciences, Second Edition (Chapman & Hall/CRC Statistics in " product you were looking for, you can check the other results by clicking this link. Details were last updated on Oct 11, 2024 20:33 +08.