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Plotting regression coefficients and other estimates in Stata

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  • Ben Jann

Abstract

Graphical presentation of regression results has become increasingly popular in the scientific literature, as graphs are much easier to read than tables in many cases. In Stata such plots can be produced by the -marginsplot- command. However, while -marginsplot- is very versatile and flexible, it has two major limitations: it can only process results left behind by -margins- and it can only handle one set of results at the time. In this article I introduce a new command called -coefplot- that overcomes these limitations. It plots results from any estimation command and combines results from several models into a single graph. The default behavior of -coefplot- is to plot markers for coefficients and horizontal spikes for confidence intervals. However, -coefplot- can also produce various other types of graphs. The capabilities of -coefplot- are illustrated in this article using a series of examples. A shorter version of this paper has been published in The Stata Journal 14(4): 708-737 (see: http://www.stata-journal.com/article.html?article=gr0059).

Suggested Citation

  • Ben Jann, 2013. "Plotting regression coefficients and other estimates in Stata," University of Bern Social Sciences Working Papers 1, University of Bern, Department of Social Sciences, revised 18 Sep 2017.
    • Handle: RePEc:bss:wpaper:1
    as

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    File URL: https://boris.unibe.ch/48527/1/jann-2013-coefplot.pdf
    File Function: Revised version, 2017
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    File URL: https://www.stata-journal.com/article.html?article=gr0059
    File Function: Published version, 2014
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    References listed on IDEAS

    as
    1. Ben Jann, 2007. "Making regression tables simplified," Stata Journal, StataCorp LP, vol. 7(2), pages 227-244, June.
    2. Roger Newson, 2003. "Confidence intervals and p-values for delivery to the end user," Stata Journal, StataCorp LP, vol. 3(3), pages 245-269, September.
    3. John Luke Gallup, 2012. "A new system for formatting estimation tables," Stata Journal, StataCorp LP, vol. 12(1), pages 3-28, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Coefplot for Stata
      by Mark Egan in Economics, Psychology and Policy on 2014-04-04 00:43:00
    2. Why a new study of the Mariel boatlift has not changed our views on the benefits of immigration
      by ? in The GiveWell Blog on 2015-10-21 19:00:00

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    Cited by:

    1. Temple, Jonathan & Van de Sijpe, Nicolas, 2017. "Foreign aid and domestic absorption," Journal of International Economics, Elsevier, vol. 108(C), pages 431-443.
    2. Hagen, Tobias & Waldeck, Stefanie, 2014. "Using panel econometric methods to estimate the effect of milk consumption on the mortality rate of prostate and ovarian cancer," Working Paper Series 03, Frankfurt University of Applied Sciences, Faculty of Business and Law.
    3. Ben Jann & Simon Seiler, 2014. "A new methodological approach for studying intergenerational mobility with an application to Swiss data," University of Bern Social Sciences Working Papers 5, University of Bern, Department of Social Sciences.

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    More about this item

    Keywords

    coefplot; marginsplot; margins; regression plot; coefficients plot; ropeladder plot;
    All these keywords.

    JEL classification:

    • C88 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other Computer Software

    Statistics

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