Plotting Regression Coefficients and other Estimates

Stata Journal - Tập 14 Số 4 - Trang 708-737 - 2014
Ben Jann1
1University of Bern -- Bern, Switzerland#TAB#

Tóm tắt

Graphical display of regression results has become increasingly popular in presentations and in scientific literature because graphs are often much easier to read than tables. Such plots can be produced in Stata by the marginsplot command (see [R] marginsplot). However, while marginsplot is versatile and flexible, it has two major limitations: it can only process results left behind by margins (see [R] margins), and it can handle only one set of results at a 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 one graph. The default behavior of coefplot is to plot markers for coefficients and horizontal spikes for confidence intervals. However, coefplot can also produce other types of graphs. I illustrate the capabilities of coefplot by using a series of examples.

Từ khóa


Tài liệu tham khảo

Chambers J. M., 1983, Graphical Methods for Data Analysis.

10.1086/213672

Cleveland W. S., 1993, Visualizing Data.

Cleveland W. S., 1994, The Elements of Graphing Data.

10.1126/science.229.4716.828

Dice L. R., 1936, Contributions from the Laboratory of Vertebrate Genetics, 3, 1

10.1177/1536867X1201200102

10.1198/000313002317572790

10.1093/biomet/19.1-2.151

10.1007/978-1-4757-3462-1

10.1146/annurev-soc-071312-145551

10.4135/9781412985963

10.1177/1536867X0700700207

10.1017/S1537592707072209

10.1177/0049124189018002002

10.1177/1536867X0300300303

Tufte E. R., 2001, The Visual Display of Quantitative Information.

10.1007/978-1-4612-2282-8