Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro

Daryanto, Ahmad (2020) Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro. The Quantitative Methods for Psychology, 16 (5). pp. 8-20.

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Abstract

In this paper, I demonstrate how to assess the heteroskedasticity problems in cross-sectional studies that use linear regression models using my HeteroskedasticityV3 SPSS macro. I present two illustrative examples inspired from real research. This paper also provides the annotations of the macro outputs. In my classroom demonstrations, students were asked to analyse data sets used in this paper and discuss their regression results with and without implementing robust standard errors. The merits of checking for the presence of heteroskedasticity prior to adjusting robust standard errors were also discussed in class.

Item Type:
Journal Article
Journal or Publication Title:
The Quantitative Methods for Psychology
ID Code:
149534
Deposited By:
Deposited On:
30 Nov 2020 14:45
Refereed?:
Yes
Published?:
Published
Last Modified:
24 Jul 2021 05:32