Heteroskedasticity in regression : detection and correction / Robert L. Kaufman.
Series: Publication details: London: Sage Publications, 2013.Description: xiv, 97 p. illustrationsISBN:- 9781452234953
- 300.727 Q3
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Mahatma Gandhi University Library General Stacks | 300.727 Q3 (Browse shelf(Opens below)) | Available | 56356 |
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| 300.723 Q8 Analyzing inequalities : | 300.723 R11 How to do your case study/ | 300.724 Q3 Experimental design : | 300.727 Q3 Heteroskedasticity in regression : | 300.727 R1 Using microsoft excel for social research/ | 301 M54 An introduction to sociology / | 301 P13 Building a value -Based, Peaceful and Prosperous Society |
Series numbering on spine: 07-172; on cover: 172.
Includes bibliographical references (pages 89-90) and indexes.
What is heteroskedasticity and why should we care? -- Detecting and diagnosing heteroskedasticity -- Variance-stabilizing transformations to correct for heteroskedasticity -- Heteroskedasticity-consistent (robust) standard errors -- (Estimated) generalized least squares regression model for heteroskedasticity -- Choosing among correction options -- Appendix: miscellaneous derivations and tables.
"Covers the commonly ignored topic of heteroskedasticity (unequal error variances) in regression analyses and provides a practical guide for how to proceed in terms of testing and correction."-- Publisher description.
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