Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is ...

The model equation for damped-trend linear exponential smoothing is The smoothing equations are The error-correction form of the smoothing equations is (Note: For missing values, e t =0.) The k-step ...

Duration: 12h. In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial ...

Gilbert Bassett, Jr., Roger Koenker, An Empirical Quantile Function for Linear Models with |operatornameiid Errors, Journal of the American Statistical Association ...

Ordinary linear regression (OLR) assumes that response variables are continuous. Generalized Linear Models (GLMs) provide an extension to OLR since response variables can be continuous or discrete ...

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