*Tutorial Automated table generation and reporting with Suggestion 2: You can add footnotes that are nicely aligned and donвЂ™t stretch the table using the Latex package -threeparttable-. I replace the table headers and footers within Stata to make that work. That way you can write the footnotes within Stata, which I find helpful to add macros that are generated in the code like вЂњeducation uses `numbercatsвЂ™ categoriesвЂќ where numbercats adjusts according to my code.*

Stata regression table in latex В· GitHub. Publication quality tables in Stata: a tutorial for the tabout program IanWatson mail@ianwatson.com.au Introduction, Later, you could use estout to export a table of regression results to be included in your LaTeX document. One of the advantages of doing so is that if you later make some adjustments to the regression that produced those results, the documentвЂ™s table will be automatically updated (after rerunning the do-file and compiling the TeX file, clearly)..

Using outreg2 to report regression output, descriptive statistics, frequencies and basic crosstabulations (v1.6 draft) Oscar Torres-Reyna otorres@princeton.edu Using stargazer to report regression output and descriptive statistics in R (for non-LaTeX Introduction As anything with R, there are many ways of exporting output into nice tables (but mostly for LaTeX users). Some packages are: apsrtable, xtable, texreg, memisc, outreg вЂ¦and counting. At the moment, the вЂњnew kid on the blockвЂќ is stargazer. Released by Marek Hlavac on March 3rd, 2014

I'm trying to output the average partial effects estimated after a regression but am having some difficulty. I realize using the margeff command works around this, but I have some interaction terms in my model and I can't get margeff to work with these. I know margins works, but when I run the code below, the .tex file reports the results of the glm. Suggestion 2: You can add footnotes that are nicely aligned and donвЂ™t stretch the table using the Latex package -threeparttable-. I replace the table headers and footers within Stata to make that work. That way you can write the footnotes within Stata, which I find helpful to add macros that are generated in the code like вЂњeducation uses `numbercatsвЂ™ categoriesвЂќ where numbercats adjusts according to my code.

There is a new command in Stata 13, putexcel, that allows you to easily export matrices, expressions, and stored results to an Excel file. Combining putexcel with a Stata commandвЂ™s stored results allows you to create the table displayed in your Stata Results window in an Excel file. Ever have the problem of Stata regression output being a little too wide? Worry no more. I use Ben JannвЂ™s excellent esttab to export Stata regressions into LaTeX documents.. My only problem with esttab is that the tables can be too wide, i.e. wider than the width of the text in the PDF.

It produces a pretty-looking publication-style regression table from stored estimates without much typing. The compiled table is displayed in the Stata results window or, optionally, written to a text file specified by using filename. Using outreg2 to report regression output, descriptive statistics, frequencies and basic crosstabulations (v1.6 draft) Oscar Torres-Reyna otorres@princeton.edu

is obviated by regression tables that gather the necessary information into one place. Hence regression tables are technological substitute for log files. Regression tables are information management tool that facilitates between-specification comparisons by extracting relevant informati on from regression outputs and placing them next to each other. Presentation of Regression Results IвЂ™ve put together some information on the вЂњindustry standardsвЂќ on how to report regression results. Every paper uses a slightly different strategy, depending on authorвЂ™s focus. Please review the earlier handout on presenting data and tables, much of that discussion applies to regression tables as well

estout: Generic program to compile regression tables (the formats such as such as CSV, RTF, HTML, or LaTeX. regression tables for screen display or in various export esttab: User-friendly command to produce publication-style вЂў The estout package contains four commands: of вЂ¦ How can I use -estout- to make regression tables that look like those in journal articles? Stata FAQ This FAQ illustrates the estout command that makes regression tables in a вЂ¦

The estout package provides tools for making regression tables in Stata. The package currently contains the following commands. esttab A command for publication-style regression tables that display nicely in Stata's results window or, optionally, can be exported to various formats such as CSV, RTF, HTML, or LaTeXвЂ¦ Regression Results If you want to export a regression, just use esttab. Seriously, itвЂ™ll do anything, and has great help files. Tables Summary Statistics: sutex (tutorial) Correlation Tables: corrtex (tutorial) Custom tables Custom tables can be trickier in Stata. I usually put things into a вЂ¦

Outputting Regressions as Table in Python (similar to outreg in stata)? Ask Question Asked 3 years, 5 months ago. Active 3 days ago. Viewed 12k times 7. 8 $\begingroup$ Anyone know of a way to get multiple regression outputs (not multivariate regression, literally multiple regressions) in a table indicating which different independent variables were used and what the coefficients / standard Using the Stata command "esttab", I created a .tex file with code for my table, however when I try to typeset the table to a pdf document, i always get an "!Undefined control sequence" error. The following is the .tex file which is created by Stata, I only added the "\documentclass{article}", "\usepackage{booktabs}", "\begin{document}" and "\end{document}" commands.

21/07/2018В В· how to export stata result to word file 06 Mar 2017, 21:17 respected Member, i am facing problem in copying stata result to word file. when i copy a table from stata and paste in word, the structure of the table break down. is there any command or method from where i вЂ¦ Ever have the problem of Stata regression output being a little too wide? Worry no more. I use Ben JannвЂ™s excellent esttab to export Stata regressions into LaTeX documents.. My only problem with esttab is that the tables can be too wide, i.e. wider than the width of the text in the PDF.

estout: Generic program to compile regression tables (the formats such as such as CSV, RTF, HTML, or LaTeX. regression tables for screen display or in various export esttab: User-friendly command to produce publication-style вЂў The estout package contains four commands: of вЂ¦ Later, you could use estout to export a table of regression results to be included in your LaTeX document. One of the advantages of doing so is that if you later make some adjustments to the regression that produced those results, the documentвЂ™s table will be automatically updated (after rerunning the do-file and compiling the TeX file, clearly).

18/06/2017В В· *BEWARE* This TALK Will Make You RETHINK YOUR ENTIRE LIFE AND WORK (life changer) - Duration: 16:42. Inspire Discipline Recommended for you Stata workflows for generating LaTeX output. View the Project on GitHub lukestein/stata-latex-workflows. Packages for generating LaTeX output from Stata code. Stata Table Gallery (sample tables with code; contributions welcome!). A variety of packages (and manual techniques) are available for programmatically generating LaTeX output using Stata.

Making regression tables from stored estimates. Later, you could use estout to export a table of regression results to be included in your LaTeX document. One of the advantages of doing so is that if you later make some adjustments to the regression that produced those results, the documentвЂ™s table will be automatically updated (after rerunning the do-file and compiling the TeX file, clearly)., Italian Stata Users Group meeting Tutorial: Output processing and automatic reporting with Stata Ben Jann, ETH Zurich, jannb@ethz.ch Italian Stata Users Group meeting.

Outputting Stata Summary and Regression Tables YouTube. 2 Making regression tables to spreadsheet formats or LATEX code, it does a good job at assembling a raw matrix of models and parameters that can be used as a starting point for the creation of a complex and well formatted regression table. Using outreg2 to report regression output, descriptive statistics, frequencies and basic crosstabulations (v1.6 draft) Oscar Torres-Reyna otorres@princeton.edu.

Outreg2 is a community-contributed command, that helps us easily output the results of regressions run on Stata into a clean table, which can then be viewed in text, Word documents, or in LaTeX. U... /* Create LaTeX table to be included in a separate document */ esttab using ModelBuild.tex, tex r2 replace : tex \addtab{ModelBuild} tex \end{document} texdoc close /* Stop LaTeX output from requiring manual continuation */ set more off /* Execulte shell commands to compile and open LaTeX output, move the pdf to the output folder, and remove

emulate the results of table and tabstat. of regression models, tabout is focussed on descriptive statistics and brings вЂunder one roofвЂ™ a number of underlying Stata commands. 1.1. Output The output from tabout can be exported directly to typesetting systems LATEX home page like LATEX, to spreadsheets like Excel and to word processors like Word. The Other spreadsheet and word processor texreg: Conversion of R regression output to LATEX tables Philip Leifeld

/* Create LaTeX table to be included in a separate document */ esttab using ModelBuild.tex, tex r2 replace : tex \addtab{ModelBuild} tex \end{document} texdoc close /* Stop LaTeX output from requiring manual continuation */ set more off /* Execulte shell commands to compile and open LaTeX output, move the pdf to the output folder, and remove 2 Making regression tables to spreadsheet formats or LATEX code, it does a good job at assembling a raw matrix of models and parameters that can be used as a starting point for the creation of a complex and well formatted regression table.

Using stargazer to report regression output and descriptive statistics in R (for non-LaTeX Introduction As anything with R, there are many ways of exporting output into nice tables (but mostly for LaTeX users). Some packages are: apsrtable, xtable, texreg, memisc, outreg вЂ¦and counting. At the moment, the вЂњnew kid on the blockвЂќ is stargazer. Released by Marek Hlavac on March 3rd, 2014 * label: show the variable labels. You may want to change them just for the regression table * title: as expected, but note that here you can put it your label for referencing * mtitles: space-separated list of model titles * addnote: the note that will go below the table. Word wrap is non-existent, so without having to add a fixed-width

/* Create LaTeX table to be included in a separate document */ esttab using ModelBuild.tex, tex r2 replace : tex \addtab{ModelBuild} tex \end{document} texdoc close /* Stop LaTeX output from requiring manual continuation */ set more off /* Execulte shell commands to compile and open LaTeX output, move the pdf to the output folder, and remove When it comes to exporting regression tables from Stata to LaTeX, there are several packages that can be used. For a long time, I used outreg2, but now improved my code for the the estout package by Ben Jann.The remainder of this post describes the routine that works best for, you might want to adjust it for your own purposes.

/* Create LaTeX table to be included in a separate document */ esttab using ModelBuild.tex, tex r2 replace : tex \addtab{ModelBuild} tex \end{document} texdoc close /* Stop LaTeX output from requiring manual continuation */ set more off /* Execulte shell commands to compile and open LaTeX output, move the pdf to the output folder, and remove * label: show the variable labels. You may want to change them just for the regression table * title: as expected, but note that here you can put it your label for referencing * mtitles: space-separated list of model titles * addnote: the note that will go below the table. Word wrap is non-existent, so without having to add a fixed-width

plan to complete additional Stata commands based on frmttable to create formatted tables of frequencies (outtab) and summary statistics (outstat). The tables created by these commands can be added to documents containing outreg tables, or even merged with outreg tables. This version of outreg has a simple syntax for typical regression tables stata-tex: Create custom LaTeX tables from Stata. It's often necessary to produce an output table that doesn't fit any of the format provided by the standard tools outreg, esttab, etc..

You may want to use the dcolumn package for this purpose: It provides a column type called D which serves to align numbers in a column on the decimal marker without need for further intervention to handle symbols such as (, ), and *.. Because the contents of a D column are automatically typeset in math mode, there's also no need to specify opening and closing $ markers. 20/06/2016В В· I am formatting regression tables which are being produced by esttab and then moved into a LaTeX environment. I have two questions: 1. I want to use refcat to

Using outreg2 to report regression output, descriptive statistics, frequencies and basic crosstabulations (v1.6 draft) Oscar Torres-Reyna otorres@princeton.edu texreg: Conversion of R regression output to LATEX tables Philip Leifeld

How can I use -estout- to make regression tables that look like those in journal articles? Stata FAQ This FAQ illustrates the estout command that makes regression tables in a вЂ¦ Later, you could use estout to export a table of regression results to be included in your LaTeX document. One of the advantages of doing so is that if you later make some adjustments to the regression that produced those results, the documentвЂ™s table will be automatically updated (after rerunning the do-file and compiling the TeX file, clearly).

is obviated by regression tables that gather the necessary information into one place. Hence regression tables are technological substitute for log files. Regression tables are information management tool that facilitates between-specification comparisons by extracting relevant informati on from regression outputs and placing them next to each other. 18/06/2017В В· *BEWARE* This TALK Will Make You RETHINK YOUR ENTIRE LIFE AND WORK (life changer) - Duration: 16:42. Inspire Discipline Recommended for you

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Exporting Results from Stata to LaTeX Nick Eubank. plan to complete additional Stata commands based on frmttable to create formatted tables of frequencies (outtab) and summary statistics (outstat). The tables created by these commands can be added to documents containing outreg tables, or even merged with outreg tables. This version of outreg has a simple syntax for typical regression tables, The estout package provides tools for making regression tables in Stata. The package currently contains the following commands. esttab A command for publication-style regression tables that display nicely in Stata's results window or, optionally, can be exported to various formats such as CSV, RTF, HTML, or LaTeXвЂ¦.

Can I make regression tables that look like IDRE Stats. I'm trying to output the average partial effects estimated after a regression but am having some difficulty. I realize using the margeff command works around this, but I have some interaction terms in my model and I can't get margeff to work with these. I know margins works, but when I run the code below, the .tex file reports the results of the glm., Presentation of Regression Results IвЂ™ve put together some information on the вЂњindustry standardsвЂќ on how to report regression results. Every paper uses a slightly different strategy, depending on authorвЂ™s focus. Please review the earlier handout on presenting data and tables, much of that discussion applies to regression tables as well.

Ever have the problem of Stata regression output being a little too wide? Worry no more. I use Ben JannвЂ™s excellent esttab to export Stata regressions into LaTeX documents.. My only problem with esttab is that the tables can be too wide, i.e. wider than the width of the text in the PDF. The estout package provides tools for making regression tables in Stata. The package currently contains the following commands. esttab A command for publication-style regression tables that display nicely in Stata's results window or, optionally, can be exported to various formats such as CSV, RTF, HTML, or LaTeXвЂ¦

This FAQ illustrates the outreg command that makes regression tables in a format that is commonly used in journal articles. The outreg command was written by John Luke Gallup and appears in the Stata Technical Bulletin #49. When it comes to exporting regression tables from Stata to LaTeX, there are several packages that can be used. For a long time, I used outreg2, but now improved my code for the the estout package by Ben Jann.The remainder of this post describes the routine that works best for, you might want to adjust it for your own purposes.

12/11/2018В В· When it comes to exporting regression tables from Stata to LaTeX, there are several packages that can be used. For a long time, I used outreg2, but now improved my code for the the estout package by Ben Jann. The remainder of this post describes the вЂ¦ 18/06/2017В В· *BEWARE* This TALK Will Make You RETHINK YOUR ENTIRE LIFE AND WORK (life changer) - Duration: 16:42. Inspire Discipline Recommended for you

* label: show the variable labels. You may want to change them just for the regression table * title: as expected, but note that here you can put it your label for referencing * mtitles: space-separated list of model titles * addnote: the note that will go below the table. Word wrap is non-existent, so without having to add a fixed-width PDF excel2latex converts Excel table to Latex table. The basic idea is to import the an Excel table to Stata as a data set, and then write the data into an ASCII file in the format of a Latex table.

Using outreg2 to report regression output, descriptive statistics, frequencies and basic crosstabulations (v1.6 draft) Oscar Torres-Reyna otorres@princeton.edu plan to complete additional Stata commands based on frmttable to create formatted tables of frequencies (outtab) and summary statistics (outstat). The tables created by these commands can be added to documents containing outreg tables, or even merged with outreg tables. This version of outreg has a simple syntax for typical regression tables

stata-tex: Create custom LaTeX tables from Stata. It's often necessary to produce an output table that doesn't fit any of the format provided by the standard tools outreg, esttab, etc.. Stata: Basics, Shortcuts, and Integration with LaTeX Nathan Blascak Introduction Stata Syntax and Shortcuts LaTeX Integration Exporting Stata Tables to LaTex Can install package to export estimation results to LaTeX Not perfect, but a big time saver Installation: use the SSC command in Stata (will download from the web) command: ssc install

Abstract. estout, introduced by Jann (Stata Journal 5: 288вЂ“308), is a useful tool for producing regression tables from stored estimates. However, its syntax is relatively complex and commands may turn out long even for simple tables. Furthermore, having to store the estimates beforehand can be cumbersome. Publication quality tables in Stata: a tutorial for the tabout program IanWatson mail@ianwatson.com.au Introduction

It produces a pretty-looking publication-style regression table from stored estimates without much typing. The compiled table is displayed in the Stata results window or, optionally, written to a text file specified by using filename. There is a new command in Stata 13, putexcel, that allows you to easily export matrices, expressions, and stored results to an Excel file. Combining putexcel with a Stata commandвЂ™s stored results allows you to create the table displayed in your Stata Results window in an Excel file.

Abstract. estout, introduced by Jann (Stata Journal 5: 288вЂ“308), is a useful tool for producing regression tables from stored estimates. However, its syntax is relatively complex and commands may turn out long even for simple tables. Furthermore, having to store the estimates beforehand can be cumbersome. How can I use -estout- to make regression tables that look like those in journal articles? Stata FAQ This FAQ illustrates the estout command that makes regression tables in a вЂ¦

12/11/2018В В· When it comes to exporting regression tables from Stata to LaTeX, there are several packages that can be used. For a long time, I used outreg2, but now improved my code for the the estout package by Ben Jann. The remainder of this post describes the вЂ¦ 18/06/2017В В· *BEWARE* This TALK Will Make You RETHINK YOUR ENTIRE LIFE AND WORK (life changer) - Duration: 16:42. Inspire Discipline Recommended for you

Publication quality tables in Stata: a tutorial for the tabout program IanWatson mail@ianwatson.com.au Introduction /* Create LaTeX table to be included in a separate document */ esttab using ModelBuild.tex, tex r2 replace : tex \addtab{ModelBuild} tex \end{document} texdoc close /* Stop LaTeX output from requiring manual continuation */ set more off /* Execulte shell commands to compile and open LaTeX output, move the pdf to the output folder, and remove

Exporting Results from Stata to LaTeX Nick Eubank. You may want to use the dcolumn package for this purpose: It provides a column type called D which serves to align numbers in a column on the decimal marker without need for further intervention to handle symbols such as (, ), and *.. Because the contents of a D column are automatically typeset in math mode, there's also no need to specify opening and closing $ markers., I'm trying to output the average partial effects estimated after a regression but am having some difficulty. I realize using the margeff command works around this, but I have some interaction terms in my model and I can't get margeff to work with these. I know margins works, but when I run the code below, the .tex file reports the results of the glm..

The Stata Journal ( AprogrammerвЂ™scommandtobuildformatted. Ever have the problem of Stata regression output being a little too wide? Worry no more. I use Ben JannвЂ™s excellent esttab to export Stata regressions into LaTeX documents.. My only problem with esttab is that the tables can be too wide, i.e. wider than the width of the text in the PDF., 2 Making regression tables to spreadsheet formats or LATEX code, it does a good job at assembling a raw matrix of models and parameters that can be used as a starting point for the creation of a complex and well formatted regression table..

esttab and LaTeX Statalist - Statalist The Stata Forum. Exporting Stata Results to Excel Problem: Stata output is difficult to copy and paste into Word or Excel.Not only is Stata output difficult to format, you will probably need to run your code many times, and you wonвЂ™t want to repeat this step, Abstract. estout, introduced by Jann (Stata Journal 5: 288вЂ“308), is a useful tool for producing regression tables from stored estimates. However, its syntax is relatively complex and commands may turn out long even for simple tables. Furthermore, having to store the estimates beforehand can be cumbersome..

Using outreg2 to report regression output descriptive. 2 Making regression tables to spreadsheet formats or LATEX code, it does a good job at assembling a raw matrix of models and parameters that can be used as a starting point for the creation of a complex and well formatted regression table. There is a new command in Stata 13, putexcel, that allows you to easily export matrices, expressions, and stored results to an Excel file. Combining putexcel with a Stata commandвЂ™s stored results allows you to create the table displayed in your Stata Results window in an Excel file..

Using the Stata command "esttab", I created a .tex file with code for my table, however when I try to typeset the table to a pdf document, i always get an "!Undefined control sequence" error. The following is the .tex file which is created by Stata, I only added the "\documentclass{article}", "\usepackage{booktabs}", "\begin{document}" and "\end{document}" commands. You may want to use the dcolumn package for this purpose: It provides a column type called D which serves to align numbers in a column on the decimal marker without need for further intervention to handle symbols such as (, ), and *.. Because the contents of a D column are automatically typeset in math mode, there's also no need to specify opening and closing $ markers.

This FAQ illustrates the outreg command that makes regression tables in a format that is commonly used in journal articles. The outreg command was written by John Luke Gallup and appears in the Stata Technical Bulletin #49. When it comes to exporting regression tables from Stata to LaTeX, there are several packages that can be used. For a long time, I used outreg2, but now improved my code for the the estout package by Ben Jann.The remainder of this post describes the routine that works best for, you might want to adjust it for your own purposes.

12/11/2018В В· When it comes to exporting regression tables from Stata to LaTeX, there are several packages that can be used. For a long time, I used outreg2, but now improved my code for the the estout package by Ben Jann. The remainder of this post describes the вЂ¦ I am using the community-contributed command esttab to create tables for my regression models: sysuse auto, clear regress mpg weight i.foreign estimates store m1 regress mpg weight length i.for...

estout: Generic program to compile regression tables (the formats such as such as CSV, RTF, HTML, or LaTeX. regression tables for screen display or in various export esttab: User-friendly command to produce publication-style вЂў The estout package contains four commands: of вЂ¦ 18/06/2017В В· *BEWARE* This TALK Will Make You RETHINK YOUR ENTIRE LIFE AND WORK (life changer) - Duration: 16:42. Inspire Discipline Recommended for you

Outputting Regressions as Table in Python (similar to outreg in stata)? Ask Question Asked 3 years, 5 months ago. Active 3 days ago. Viewed 12k times 7. 8 $\begingroup$ Anyone know of a way to get multiple regression outputs (not multivariate regression, literally multiple regressions) in a table indicating which different independent variables were used and what the coefficients / standard emulate the results of table and tabstat. of regression models, tabout is focussed on descriptive statistics and brings вЂunder one roofвЂ™ a number of underlying Stata commands. 1.1. Output The output from tabout can be exported directly to typesetting systems LATEX home page like LATEX, to spreadsheets like Excel and to word processors like Word. The Other spreadsheet and word processor

For creating a high-quality publication-ready table of correlations from Stata output, we need to install asdoc program from SSC first. ssc install asdoc, update Once the installation is complete, we shall add the word asdoc to the cor or correlate command of Stata. Since we estimate correlations among all numeric variables of a dataset with 21/07/2018В В· how to export stata result to word file 06 Mar 2017, 21:17 respected Member, i am facing problem in copying stata result to word file. when i copy a table from stata and paste in word, the structure of the table break down. is there any command or method from where i вЂ¦

Exporting Stata Results to Excel Problem: Stata output is difficult to copy and paste into Word or Excel.Not only is Stata output difficult to format, you will probably need to run your code many times, and you wonвЂ™t want to repeat this step Processing Results in Stata Processing Results in Stata Most Stata functions (such as reg) display their results in the Stata results window. Sometimes this is not quite sufficient: we might want to either preserve some of the output and use it in future computations, or produce tables (e.g. for publication) in format different from that in

Abstract. estout, introduced by Jann (Stata Journal 5: 288вЂ“308), is a useful tool for producing regression tables from stored estimates. However, its syntax is relatively complex and commands may turn out long even for simple tables. Furthermore, having to store the estimates beforehand can be cumbersome. Using stargazer to report regression output and descriptive statistics in R (for non-LaTeX Introduction As anything with R, there are many ways of exporting output into nice tables (but mostly for LaTeX users). Some packages are: apsrtable, xtable, texreg, memisc, outreg вЂ¦and counting. At the moment, the вЂњnew kid on the blockвЂќ is stargazer. Released by Marek Hlavac on March 3rd, 2014

estout: Generic program to compile regression tables (the formats such as such as CSV, RTF, HTML, or LaTeX. regression tables for screen display or in various export esttab: User-friendly command to produce publication-style вЂў The estout package contains four commands: of вЂ¦ When it comes to exporting regression tables from Stata to LaTeX, there are several packages that can be used. For a long time, I used outreg2, but now improved my code for the the estout package by Ben Jann.The remainder of this post describes the routine that works best for, you might want to adjust it for your own purposes.

Stata workflows for generating LaTeX output. View the Project on GitHub lukestein/stata-latex-workflows. Packages for generating LaTeX output from Stata code. Stata Table Gallery (sample tables with code; contributions welcome!). A variety of packages (and manual techniques) are available for programmatically generating LaTeX output using Stata. Abstract. estout, introduced by Jann (Stata Journal 5: 288вЂ“308), is a useful tool for producing regression tables from stored estimates. However, its syntax is relatively complex and commands may turn out long even for simple tables. Furthermore, having to store the estimates beforehand can be cumbersome.

Processing Results in Stata Processing Results in Stata Most Stata functions (such as reg) display their results in the Stata results window. Sometimes this is not quite sufficient: we might want to either preserve some of the output and use it in future computations, or produce tables (e.g. for publication) in format different from that in formatted table. Row and column names of the Stata matrix can be used as table row and column headings in the frmttabletable, and if the names are variable names, their variable labels can be substituted with the varlabels option. Second, when the programmerвЂ™s code generates вЂњsub-statisticsвЂќ (such as t statistics

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