Channel: Brandon Foltz

Category: Education

Tags: variable transformation examplelinear regressionlinear regression assumptionsstats 101variable transformation techniquesvariable transformation regressionstatistics 101residual analysislogarithmic transformationvariable transformation in linear regressionlog transformationinverse transformationheteroscedasticityhomoscedasticityvariable transformation statisticssimple linear regressionskewnessbrandon foltzregression assumptionsprobability plot

Description: In this Statistics 101 video, we learn about three basic variable transformations: square root, logarithm, and multiplicative inverse. We also discuss variable reflections and examine residuals both before and after transformation. 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