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Heteroskedasticity in Regression: Detection and Correction

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Heteroskedasticity in Regression: Detection and Correction - Kaufman, Robert L.
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This volume 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. Emphasizing how to apply diagnostic tests and corrections for heteroskedasticity in actual data analyses, the book offers three approaches for dealing with heteroskedasticity: variance-stabilizing transformations of the dependent variable; calculating robust standard errors, or heteroskedasticity-consistent standard ...

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Heteroskedasticity in Regression: Detection and Correction 2013, SAGE Publications Inc, Thousand Oaks

ISBN-13: 9781452234953

Paperback