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Research output: Contribution to Journal/Magazine › Journal article › peer-review
Research output: Contribution to Journal/Magazine › Journal article › peer-review
}
TY - JOUR
T1 - Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro
AU - Daryanto, Ahmad
PY - 2020/12/25
Y1 - 2020/12/25
N2 - 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.
AB - 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.
U2 - 10.20982/tqmp.16.5.v008
DO - 10.20982/tqmp.16.5.v008
M3 - Journal article
VL - 16
SP - 8
EP - 20
JO - The Quantitative Methods for Psychology
JF - The Quantitative Methods for Psychology
IS - 5
ER -