{"product_id":"heteroskedasticity-in-regression-detection-and-correction-9781452234953","title":"Heteroskedasticity in Regression: Detection and Correction","description":"\u003cp\u003eThis 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: \u003c\/p\u003e \u003cul\u003e \u003cli\u003evariance-stabilizing transformations of the dependent variable;\u003c\/li\u003e \u003cli\u003ecalculating robust standard errors, or heteroskedasticity-consistent standard errors; and\u003c\/li\u003e \u003cli\u003egeneralized least squares estimation coefficients and standard errors.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThe detection and correction of heteroskedasticity is illustrated with three examples that vary in terms of sample size and the types of units analyzed (individuals, households, U.S. states). Intended as a supplementary text for graduate-level courses and a primer for quantitative researchers, the book fills the gap between the limited coverage of heteroskedasticity provided in applied regression textbooks and the more theoretical statistical treatment in advanced econometrics textbooks.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Robert L. Kaufman\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Sage Publications, Inc\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/28\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 112\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.29lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.47h x 5.59w x 0.23d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781452234953\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cstrong\u003eRobert Kaufman\u003c\/strong\u003e (PhD University of Wisconsin, 1981) is professor of sociology and the Chair of the Department of Sociology at Temple University.\u003cbr\u003e\u003c\/p\u003e","brand":"Sage Publications, Inc","offers":[{"title":"Paperback","offer_id":44993746534515,"sku":"9781452234953","price":82.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_b196105f-912e-4548-a484-11b71a9d25bf.jpg?v=1778873908","url":"https:\/\/bookstorenmore.com\/en-de\/products\/heteroskedasticity-in-regression-detection-and-correction-9781452234953","provider":"Bookstore N More","version":"1.0","type":"link"}