Catalog : MATH.5910 Linear Statistics Modeling and Regression (Formerly 92.591) Catalog : MATH.5910 Linear Statistics Modeling and Regression (Formerly 92.591) ... Model building via linear regression ...

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

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.

Learn how to build a multivariate linear regression model step by step—no libraries, just pure C++ logic!

Samuel Müller, A. H. Welsh, Outlier Robust Model Selection in Linear Regression, Journal of the American Statistical Association, Vol. 100, No. 472 (Dec., 2005), ... Science Citation Index reported ...

In this article, you'll learn the basics of simple linear regression, sometimes called 'ordinary least squares' or OLS regression—a tool commonly used in forecasting and financial analysis. We ...

The Use of Math in Economic Analysis. ... it is possible to develop a linear regression model that simply fits a line to the variable's historical performance and extrapolates that into the future.

A test for autocorrelated errors in the linear model is introduced and shown to have, in general, greater power than the Durbin and Watson test for high values of autocorrelation. Journal Information ...