Statistical Methods for the Social and Behavioural Sciences - A Model-Based Approach

Statistical methods in modern research increasingly entail developing, estimating and testing models for data. Rather than rigid methods of data analysis, the need today is for more flexible methods for modelling data.

In this logical, easy-to-follow and exceptionally clear book, David Flora provides a comprehensive survey of the major statistical procedures currently used. His innovative model-based approach teaches you how to:

• Understand and choose the right statistical model to fit your data
• Match substantive theory and statistical models
• Apply statistical procedures hands-on, with example data analyses
• Develop and use graphs to understand data and fit models to data
• Work with statistical modeling principles using any software package
• Learn by applying, with input and output files for R, SAS, SPSS, and Mplus.

Statistical Methods for the Social and Behavioural