Linear Regression: An Introduction to Statistical Models (The SAGE Quantitative Research Kit) [9781526424174]

Overview

Part of The SAGE Quantitative Research Kit, this text helps you make the crucial steps towards mastering multivariate analysis of social science data, introducing the fundamental linear and non-linear regression models used in quantitative research. Peter Martin covers both the theory and application of statistical models, and illustrates them with illuminating graphs, discussing:

·       Linear regression, including dummy variablesand predictor transformations for curvilinear relationships

·       Binary, ordinal and multinomial logistic regression models for categorical data

·       Models for count data, including Poisson, negative binomial, and zero-inflated regression

·       Checking model assumptions and the dangers of overfitting



The book, Linear Regression: An Introduction to Statistical Models (The SAGE Quantitative Research Kit) [Bulk, Wholesale, Quantity] ISBN#9781526424174 in Paperback by Peter Martin may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.