coefplot | Plotting model coefficients | Build Tool library

 by   jaredlander R Version: v1.2.4 License: Non-SPDX

kandi X-RAY | coefplot Summary

kandi X-RAY | coefplot Summary

coefplot is a R library typically used in Utilities, Build Tool applications. coefplot has no bugs, it has no vulnerabilities and it has low support. However coefplot has a Non-SPDX License. You can download it from GitHub.

Coefplot is a package for plotting the coefficients and standard errors from a variety of models. Currently lm, glm, glmnet, maxLik, rxLinMod, rxGLM and rxLogit are supported. The package is designed for S3 dispatch from the functions coefplot and getModelInfo to make for easy additions of new models. If interested in helping please contact the package author.
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              coefplot has a low active ecosystem.
              It has 22 star(s) with 15 fork(s). There are 9 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 10 open issues and 8 have been closed. On average issues are closed in 315 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of coefplot is v1.2.4

            kandi-Quality Quality

              coefplot has 0 bugs and 0 code smells.

            kandi-Security Security

              coefplot has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              coefplot code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              coefplot has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              coefplot releases are available to install and integrate.

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            coefplot Key Features

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            coefplot Examples and Code Snippets

            No Code Snippets are available at this moment for coefplot.

            Community Discussions

            QUESTION

            Why does coefplot not plot all levels of interaction in Stata?
            Asked 2022-Mar-11 at 12:42

            I want to plot the coefficients from this regression as a forest plot.

            ...

            ANSWER

            Answered 2022-Mar-11 at 12:42

            coefplot automatically excludes coefficients that are flagged as "omitted" or as "base levels"---as in the case of your coefficients. To include all coefficients in the plot, you should specify the "omitted" and "baselevels" options. So it would look like something along these lines:

            Source https://stackoverflow.com/questions/71404316

            QUESTION

            Changing legend text size coefplot
            Asked 2022-Jan-27 at 16:56

            I am working on coefplot and I would like to readjust the legend size of the labels to vsmall. However, when I use labsize(vsmall)). I get an error. Am I missing a specific step within coefplot?

            ...

            ANSWER

            Answered 2022-Jan-27 at 16:56

            you will want to remove labsize(vsmall) from your command entirely, and add legend(size(vsmall)) to the end of your command as an option. Your final command should look like this:

            Source https://stackoverflow.com/questions/70870678

            QUESTION

            Removing frame from and rotate header on plotreg() output
            Asked 2021-Dec-08 at 16:05

            I'm using plotreg() from the texreg package to display coefficient and CI estimates, but I find that I was not able to reproduce graphical output with layout similar to those done by others. For example, using the working example here:

            ...

            ANSWER

            Answered 2021-Dec-08 at 05:35

            It looks like a lattice plot to me. There are three major plotting paradigms: base, lattice and ggplot. If you execute:

            Source https://stackoverflow.com/questions/70270038

            QUESTION

            ggplot2 errorbar with smooth confidence interval
            Asked 2021-Nov-10 at 09:25

            I saw the following graph from the coefplot Stata package the other day. I am just wondering how can I draw a similar smooth confidence interval as an errorbar using ggplot? I have tried the geom_errorbar and don't think it is capable to do so. Any other ideas? Thanks!

            ...

            ANSWER

            Answered 2021-Nov-10 at 09:25

            If you read the stata documentation for smoothed ci plot, it's actually from David Sparks who provided the code here. You just need to alter it slightly to make it side by side.

            Below I modified the function from the git link, using ggplot() instead of qplot() :

            Source https://stackoverflow.com/questions/69910079

            QUESTION

            Changing specific value color with ggplot
            Asked 2021-Aug-19 at 04:15

            I am using geom_point() with ggplot to essentially create the equivalent of a -coefplot- with coefficients of 5 different models on one plot.

            Is it possible for me to change the color of just one point (and corresponding CI bars)? What about the color/font/etc. of an individual axis tick label? For example, if I only want to make the font bold for the label for Model 3 and make Model 3's coefficient point (+ CI bars) red (or any other color to distinguish it). I've tried scale_fill_manual but that didn't seem to do the trick.

            My current code (with scale_x_discrete, the names of the models are just Model 1, 2, 3, etc. and I'm putting them in order there):

            ...

            ANSWER

            Answered 2021-Aug-19 at 03:38

            You can use a condition to color only the point and CI that you want. ifelse(test to select your group, color name if yes, color name if not).

            Source https://stackoverflow.com/questions/68839059

            QUESTION

            Coefplot fit next to each other
            Asked 2021-Jul-20 at 10:31

            I am creating three coefficient plots with the same variables and want them to be one next to each other, but the third one does not fit horizontally so it appears under the other two. My code is

            ...

            ANSWER

            Answered 2021-Jul-20 at 10:31

            The problem is probably not because of lack of space, but rather because you don't specify the option byopts(compact rows(1)). If you want all pots on one row or one column, you need to specify that. It's hard to tell without a reproducible example, though.

            You probably know this webpage, but it's also explained here, in the section "How subgraphs are combined": http://repec.sowi.unibe.ch/stata/coefplot/getting-started.html

            Source https://stackoverflow.com/questions/68451337

            QUESTION

            Edit confidence interval in Stata coefplot
            Asked 2021-Apr-29 at 10:45

            I am using the coefplot command in Stata to plot coefficients and confidence intervals from multiple regression models. I am plotting the same coefficient (X) from 4 different model specifications.

            There is one model specification (alternative standard errors) that I cannot figure out how to estimate in Stata, but am able to estimate using R. That means that for one model specification, I have the standard error in R, but not in Stata.

            Is there an easy way to manually alter the standard errors in coefplot?

            My code is:

            ...

            ANSWER

            Answered 2021-Apr-29 at 10:45

            You can manually edit the e(V) (variance-covariance matrix) and e(b) vectors. For this, define a program:

            Source https://stackoverflow.com/questions/67306907

            QUESTION

            Plot combining regression coefficients (partial derivatives) with CIs in R, lincom + coefplot or plotbeta?
            Asked 2021-Feb-24 at 14:33

            Most of the time we run a regression with interactive terms, we are interested in a partial derivative. For example, consider the model below,

            If I am interested to know the effect of X1 on P(Y), or the partial derivative of X1 on P(Y), I need the following combination of coefficients:

            Instead of calculating it by hand, I can use, for example, the lincom function in R to calculate linear combination of regression parameters. But I would like not only to know the numbers from calculations like this; I would like to plot them. The problem is, if I am using a R package to plot coefficients (e.g., coefplot) it plots the coefficients from my model, but with no option for linear combination of coefficients. Is there any way to combine the lincom function (or other function that calculates combination of parameter) with coefplot (or other coefficient plot packages with this option)?

            Of course, in the example above I only consider the derivative of X1, and if I plot it I will have a plot with one dot and its confidence intervals only, but I would like to show in the plot the coefficients for the partial derivatives of X1, X2, and Z, as in the example below.

            Coefficients plot (the one I have):

            Combination of parameters or partial derivatives plot (the one I am trying to get):

            I discovered that Stata has a function that does what I am looking for, called "plotbeta." Does R have something similar?

            ...

            ANSWER

            Answered 2021-Feb-24 at 14:33

            Here's a start. This defined a function called plotBeta(), the ... are arguments that get passed down to geom_text() for the estimate text.

            Source https://stackoverflow.com/questions/66045478

            QUESTION

            manually order coefficients in coefplot
            Asked 2021-Jan-27 at 19:42

            I would like to manually sort the coefficients in a coefplot. Previous questions only achieve ordering by (decreased) magnitude, which is not what I want.

            Consider the below example:

            ...

            ANSWER

            Answered 2021-Jan-27 at 19:42

            Because coefplot.glm() is outputting a ggplot object, you can access the data object and re-level the y factor:

            Create ggplot object

            Source https://stackoverflow.com/questions/65925748

            QUESTION

            bbind from a list inside a list after replication in R
            Asked 2021-Jan-07 at 23:27

            I'm trying to replicate an experiment in R n=5 times with the replicate function. The code is as follows:

            ...

            ANSWER

            Answered 2021-Jan-07 at 22:08

            Here is an option with bind_rows

            Source https://stackoverflow.com/questions/65620344

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

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            Install coefplot

            You can download it from GitHub.

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            gh repo clone jaredlander/coefplot

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