Linear regression equation. Linear regression graph and the line of best fit. Types of linear regression analysis. Simple linear regression ... Briefly, frequentist statistics relies on repeated ...

Multiple regression and regression diagnostics. Generalised linear models; the exponential family, the linear predictor, link functions, analysis of deviance, parameter estimation, deviance residuals.

If you are a researcher or student with experience in multiple linear regression and want to learn about logistic regression, ... Informal and nontechnical, this book both explains the theory behind ...