Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro

Abstract

In this paper, I demonstrate how to assess the heteroskedasticity prob- eroskedasticityV3 SPSS macro. I present two illustrative examples inspired from lems in cross-sectional studies that use linear regression models using my Het- this paper and discuss their regression results with and without implementing ro- my classroom demonstrations, students were asked to analyse data sets used in real research. This paper also provides the annotations of the macro outputs. In bust standard errors. The merits of checking for the presence of heteroskedasticity Keywords Heteroskedasticity, cross-sectional studies. Tools SPSS, R. prior to adjusting robust standard errors were also discussed in class.