Lecture34 Data2decision The Wrong Model

Summary

Goodness of fit, coefficient of determination (R-squared), overall regression F-test, Indicator variables; non-linear regression. Course Website: lithoguru.com/scientist/statistics/course.html. Design of experiments for regression: the six principles of regression design. Course Website: ... Multicollinearity and its effects on regression; the correlation matrix. Course Website: ... Total regression, errors-in-variables regression, measurement error A review of regression (what we have covered so far): picking the best regression reproach, checking the assumptions (regression ... Part 1 of regression review, introduction, maximum likelihood estimation, and ordinary least squares. Course Website: ... Using sequence plots, lag plots, and a Runs test to look for systematic variation of residuals from a linear regression. Course ... Sequential DOE, simplex design, Taguchi methods, and some cautions on the use of design of experiments. Course Website: ... Using the effective variance method and Deming Regression in R. Course Website: ...