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Questions tagged [modelsummary]

modelsummary is an R package including a powerful set of utilities to customize the information in regression models

modelsummary includes a powerful set of utilities to customize the information displayed in your model summary tables. You can easily rename, reorder, subset or omit parameter estimates; choose the set of goodness-of-fit statistics to display; display various “robust” standard errors or confidence intervals; add titles, footnotes, or source notes; insert stars or custom characters to indicate levels of statistical significance; or add rows with supplemental information about your models.

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Get rid of `N` using `modelsummary::datasummary_balance` in `R`

I'm using datasummary_balance and it works amazing...except it gives me the number of observations between treated and control. This is usually great but I have clusters so the number and the number of observations do not reflect the number of…
Danny Klinenberg
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Is there a way to change the capitalization in modelsummary for fixed effects without renaming the columns?

I want to have my fixed effects capitalized in the modelsummary output. While I know I could rename the columns before estimating the regression, I wanted to know if there is an easier way to do this within the modelsummary::modelsummary function. I…
mikeytop
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How do I use tf.keras.Model.summary and plot_model to see the layers of a submodel rather than seeing the model print a final Sequential layer?

I'm trying to fuse two networks together into a final pipeline network, but the final model shows the pipeline model as a single Sequential layer rather than its individual layers (see image). Using model.summary() gives me the same result…
Daniel S.
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Academic regression tables in the tidymodels workflow?

Is there any way to create a stargazer::stargazer() style (or something close to it) coef table using a broom::tidy() object? I have tried gt() but it doesn't seem tailored for publication-ready LaTeX/Rmd tables.
Rob Lytle
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reporting ARDL results in R

I'm working with time series data and have run an ARDL regression using the ardlBound function from the dLagM package. I tried to export my results using stargazer; however, I believe stargazer is not readily compatible with ardlBound output. Is…
user3227641
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UTF-8 and unicode in modelsummary's modelplot() figures

I am using R Markdown to create a pdf document. I would like to use the modelplot() function included in the modelsummary package to show the model estimates and standard errors in a figure, but if the legend of the figure contains Japanese…
ryoto
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Best way to report multiple regression models on several dimensions (evolving model formulation and year of data)

Situation I am fitting a series of evolving regression models. For the purposes of this question, we can think of these models in terms of Model A, Model B, and Model C. All models share at least one same covariate. I am also fitting these models…
whatwhatWHAT
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How to hide certain lines from modelsummary of regression analysis

I have a regression output as follows: regression1 <- lm(cnt ~ temperature + weathersit + humidity + windvelocity, data=captialbikedata) modelsummary(regression1) I am using modelsummary in order to display it in a table in markdown. I want to hide…
Christian
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Creating regression output table using modelsummary

This post is a continuation of this one here. I tried to create the regression output table using model summary as suggested. But I run into some trouble. # Code from the original question library(mfx) library(dplyr) year <- rep(2014:2015,…
Stata_user
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How to add arguments from kable() in modelsummary() with output as kableExtra

I recently discovered R package modelsummary from answer to this question. It appears that the output of summary table created by modelsummary can be of class kable_knitr which can be fed into other functions from kableExtra, such as…
Dayne
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