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Interpreting and Visualizing Regression Models Using Stata

Author

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  • Michael N. Mitchell

Abstract

Michael Mitchell’s Interpreting and Visualizing Regression Models Using Stata is a clear treatment of how to carefully present results from model-fitting in a wide variety of settings. It is a boon to anyone who has to present the tangible meaning of a complex model in a clear fashion, regardless of the audience. As an example, many experienced researchers start to squirm when asked to give a simple explanation of the practical meaning of interactions in nonlinear models such as logistic regression. The techniques presented in Mitchell's book make answering those questions easy. The overarching theme of the book is that graphs make interpreting even the most complicated models containing interaction terms, categorical variables, and other intricacies straightforward.

Suggested Citation

  • Michael N. Mitchell, 2012. "Interpreting and Visualizing Regression Models Using Stata," Stata Press books, StataCorp LP, number ivrm, March.
    • Handle: RePEc:tsj:spbook:ivrm
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    File URL: http://stata-press.com/books/interpreting-visualizing-regression-models/
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    File URL: http://stata-press.com/books/ivrm-preface.pdf
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    Citations

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    Cited by:

    1. Scott R Sanders & Michael R Cope & Paige N Park & Wesley Jeffery & Jorden E Jackson, 2020. "Infants without health insurance: Racial/ethnic and rural/urban disparities in infant households’ insurance coverage," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-13, January.
    2. Stoetzer Matthias-Wolfgang & Ernst Daniel, 2015. "Arbeitsplatzeffekte von Innovationen auf Unternehmensebene: Eine Meta-Analyse der empirischen Evidenz: Innovative firms and employment – a meta-analysis of the empirical evidence," Perspektiven der Wirtschaftspolitik, De Gruyter, vol. 16(2), pages 173-188, June.
    3. Bornmann, Lutz & Tekles, Alexander, 2021. "Convergent validity of several indicators measuring disruptiveness with milestone assignments to physics papers by experts," Journal of Informetrics, Elsevier, vol. 15(3).
    4. Vujanović, Nina & Stojčić, Nebojša & Hashi, Iraj, 2021. "FDI spillovers and firm productivity during crisis: Empirical evidence from transition economies," Economic Systems, Elsevier, vol. 45(2).
    5. Jeremiah Bohr, 2014. "Public views on the dangers and importance of climate change: predicting climate change beliefs in the United States through income moderated by party identification," Climatic Change, Springer, vol. 126(1), pages 217-227, September.
    6. Ronald Mincy & Hillard Pouncy & Afshin Zilanawala, 2016. "Race, Romance and Nonresident Father Involvement Resilience: Differences by types of involvement," Working Papers wp16-05-ff, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
    7. Grimes, Matthew G. & Gehman, Joel & Cao, Ke, 2018. "Positively deviant: Identity work through B Corporation certification," Journal of Business Venturing, Elsevier, vol. 33(2), pages 130-148.
    8. Michael R. Ford & Douglas M. Ihrke, 2016. "Differences in school boards with hired and elected superintendents: a first look," International Review of Public Administration, Taylor & Francis Journals, vol. 21(4), pages 292-304, October.
    9. Patricia Ex & Cornelia Henschke, 2019. "Changing payment instruments and the utilisation of new medical technologies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(7), pages 1029-1039, September.
    10. Roberta Capello & Camilla Lenzi, 2019. "The nexus between inventors’ mobility and regional growth across European regions," Journal of Geographical Systems, Springer, vol. 21(4), pages 457-486, December.
    11. Lam, Marcus & Klein, Sacha & Freisthler, Bridget & Weiss, Robert E., 2013. "Child center closures: Does nonprofit status provide a comparative advantage?," Children and Youth Services Review, Elsevier, vol. 35(3), pages 525-534.
    12. Mohammed Mehadi Masud Mazumder, 2017. "Re-examination of the Non-linear Relationship Between Management Ownership and Earnings Management: Evidence from Japan," Indian Journal of Corporate Governance, , vol. 10(1), pages 1-23, June.
    13. Maury, Benjamin, 2022. "Strategic CSR and firm performance: The role of prospector and growth strategies," Journal of Economics and Business, Elsevier, vol. 118(C).
    14. Jordan Silberman & Chun Wang & Shawn T Mason & Steven M Schwartz & Matthew Hall & Jason L Morrissette & Xin M Tu & Janet Greenhut, 2015. "The Avalanche Hypothesis and Compression of Morbidity: Testing Assumptions through Cohort-Sequential Analysis," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-16, May.
    15. Protsch, Paula, 2021. "Employers’ recruitment contexts and hiring preferences in the German youth labor market," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 73, pages 1-1.
    16. Bornmann, Lutz & Williams, Richard, 2013. "How to calculate the practical significance of citation impact differences? An empirical example from evaluative institutional bibliometrics using adjusted predictions and marginal effects," Journal of Informetrics, Elsevier, vol. 7(2), pages 562-574.
    17. Lutz Bornmann, 2015. "Interrater reliability and convergent validity of F1000Prime peer review," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(12), pages 2415-2426, December.
    18. Arndt Werner & Christian Schröder & Simone Chlosta, 2018. "Driving factors of innovation in family and non-family SMEs," Small Business Economics, Springer, vol. 50(1), pages 201-218, January.
    19. Monica Jamali-Phiri & Ikenna D. Ebuenyi & Emma M. Smith & Juba Alyce Kafumba & Malcolm MacLachlan & Alister Munthali, 2021. "Socio-Demographic Factors Influencing the Use of Assistive Technology among Children with Disabilities in Malawi," IJERPH, MDPI, vol. 18(6), pages 1-12, March.
    20. Julia Sandahl, 2021. "Hope, trust and segregation in schools: An analysis of contextual effects on violent and general offending [‘Foundation for a General Strain Theory of Crime and Delinquency’]," The British Journal of Criminology, Centre for Crime and Justice Studies, vol. 61(5), pages 1261-1281.
    21. Haley McAvay, 2020. "Socioeconomic status and long-term exposure to disadvantaged neighbourhoods in France," Urban Studies, Urban Studies Journal Limited, vol. 57(13), pages 2663-2680, October.
    22. Ralph, Kelcie & Voulgaris, Carole Turley & Taylor, Brian D. & Blumenberg, Evelyn & Brown, Anne E., 2016. "Millennials, built form, and travel insights from a nationwide typology of U.S. neighborhoods," Journal of Transport Geography, Elsevier, vol. 57(C), pages 218-226.
    23. Enrique Acebo & José‐Ángel Miguel‐Dávila & Mariano Nieto, 2021. "External stakeholder engagement: Complementary and substitutive effects on firms' eco‐innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 30(5), pages 2671-2687, July.
    24. Kunto, Yohanes Sondang & Mandemakers, Jornt J., 2019. "The effects of prenatal exposure to Ramadan on stature during childhood and adolescence: Evidence from the Indonesian Family Life Survey," Economics & Human Biology, Elsevier, vol. 33(C), pages 29-39.

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