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Author: Robert L. Kaufman View as:     Display per page

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9781506365374 Academic Inspection Copy
  • Interaction Effects in Linear and Generalized Linear Models

  • Examples and Applications Using Stata
  • "This book is remarkable in its accessible treatment of interaction effects. Although this concept can be challenging for students (even those with some background in statistics), this book presents the material in a very accessible manner, with plenty of examples to help the reader understand how to interpret their results." -Nicole Kalaf-Hughes, Bowling Green State University Offering a clear set of workable examples with data and explanations, Interaction Effects in Linear and Generalized Linear Models is a comprehensive and accessible text that provides a unified approach to interpreting interaction effects. The book develops the statistical basis for the general principles of interpretive tools and applies them to a variety of examples, introduces the ICALC Toolkit for Stata, and offers a series of start-to-finish application examples to show students how to interpret interaction effects for a variety of different techniques of analysis, beginning with OLS regression. The author's website at www.icalcrlk.com provides a downloadable toolkit of Stata (R) routines to produce the calculations, tables, and graphics for each interpretive tool discussed. Also available are the Stata (R) dataset files to run the examples in the book.
  • ISBN-13: 9781506365374 (Hardback)
  • Publisher: SAGE PUBLICATIONS
    Imprint: SAGE PUBLICATIONS INC
  • Price:
    AUD $316.00
  • Stock: 0 in stock
  • Local release date: 07/05/2019
  • Availability: This book is temporarily out of stock, order will be despatched as soon as fresh stock is received.
  • Categories: Probability & statistics [PBT]Mathematical & statistical software [UFM]
9781452234953 Academic Inspection Copy
  • Heteroskedasticity in Regression

  • Detection and Correction
  • 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 errors; and generalized least squares estimation coefficients and standard errors. The 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.
  • ISBN-13: 9781452234953 (Paperback)
  • Publisher: SAGE PUBLICATIONS
    Imprint: SAGE PUBLICATIONS INC
  • Price:
    AUD $103.00
  • Stock: 0 in stock
  • Local release date: 28/06/2013
  • Availability: This book is temporarily out of stock, order will be despatched as soon as fresh stock is received.
  • Categories: Research methods: general [GPS]Social research & statistics [JHBC]Probability & statistics [PBT]
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