Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro
In this paper, I demonstrate how to assess the heteroskedasticity problems in cross-sectional studies that use linear regression models using my \emph {HeteroskedasticityV3} SPSS macro. I present two illustrative examples inspired from real research. This paper also provides the annotations of the m...
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| Format: | Article |
| Language: | English |
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Université d'Ottawa
2020-12-01
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| Series: | Tutorials in Quantitative Methods for Psychology |
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| Online Access: | https://www.tqmp.org/Vignettes/vol16-5/v008/v008.pdf |
| _version_ | 1818664014598635520 |
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| author | Daryanto, Ahmad |
| author_facet | Daryanto, Ahmad |
| author_sort | Daryanto, Ahmad |
| collection | DOAJ |
| description | In this paper, I demonstrate how to assess the heteroskedasticity problems in cross-sectional studies that use linear regression models using my \emph {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. |
| first_indexed | 2024-12-17T05:26:00Z |
| format | Article |
| id | doaj.art-f3e7e1f5114a465c9b243452519855ae |
| institution | Directory Open Access Journal |
| issn | 1913-4126 |
| language | English |
| last_indexed | 2024-12-17T05:26:00Z |
| publishDate | 2020-12-01 |
| publisher | Université d'Ottawa |
| record_format | Article |
| series | Tutorials in Quantitative Methods for Psychology |
| spelling | doaj.art-f3e7e1f5114a465c9b243452519855ae2022-12-21T22:01:52ZengUniversité d'OttawaTutorials in Quantitative Methods for Psychology1913-41262020-12-01165v8v2010.20982/tqmp.16.5.v008Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macroDaryanto, AhmadIn this paper, I demonstrate how to assess the heteroskedasticity problems in cross-sectional studies that use linear regression models using my \emph {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.https://www.tqmp.org/Vignettes/vol16-5/v008/v008.pdfheteroskedasticitycross-sectional studiesspss, r |
| spellingShingle | Daryanto, Ahmad Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro Tutorials in Quantitative Methods for Psychology heteroskedasticity cross-sectional studies spss, r |
| title | Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro |
| title_full | Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro |
| title_fullStr | Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro |
| title_full_unstemmed | Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro |
| title_short | Tutorial on Heteroskedasticity using HeteroskedasticityV3 SPSS macro |
| title_sort | tutorial on heteroskedasticity using heteroskedasticityv3 spss macro |
| topic | heteroskedasticity cross-sectional studies spss, r |
| url | https://www.tqmp.org/Vignettes/vol16-5/v008/v008.pdf |
| work_keys_str_mv | AT daryantoahmad tutorialonheteroskedasticityusingheteroskedasticityv3spssmacro |