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 take a look at a regression model both before and after applying transformations using the Boston Housing dataset. How much better can they make our model? 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