Channel: Brandon Foltz

Category: Education

Tags: variable transformation examplelinear regressionnormal distributionlinear regression assumptionsstats 101variable transformation techniquesvariable transformation regressionskewness and kurtosisstatistics 101residual analysisvariable transformation in linear regressionlog transformationheteroscedasticityhomoscedasticityvariable transformation statisticssimple linear regressionbrandon foltzregression assumptionsprobability plot

Description: In this Statistics 101 video, we experience a nice and gentle introduction to variable transformations in linear regression. What are transformations? Why might we do them? What are some of the risks? Those questions and more are explored. Enjoy! My playlist table of contents can be found here: bcfoltz.com/blog/stats-101 You can also find Video Companion Guide PDFs for select playlists here: bcfoltz.com/blog Happy learning! #statistics #machinelearning #datascience