Other packages > Find by keyword >

texteffect  

Discovering Latent Treatments in Text Corpora and Estimating Their Causal Effects
View on CRAN: Click here


Download and install texteffect package within the R console
Install from CRAN:
install.packages("texteffect")

Install from Github:
library("remotes")
install_github("cran/texteffect")

Install by package version:
library("remotes")
install_version("texteffect", "0.3")



Attach the package and use:
library("texteffect")
Maintained by
Christian Fong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-27
Latest Update: 2019-03-24
Description:
Implements the approach described in Fong and Grimmer (2016) <https://aclweb.org/anthology/P/P16/P16-1151.pdf> for automatically discovering latent treatments from a corpus and estimating the average marginal component effect (AMCE) of each treatment.The data is divided into a training and test set.The supervised Indian Buffet Process (sibp) is used to discover latent treatments in the training set.The fitted model is then applied to the test set to infer the values of the latent treatments in the test set.Finally, Y is regressed on the latent treatments in the test set to estimate the causal effect of each treatment.
How to cite:
Christian Fong (2017). texteffect: Discovering Latent Treatments in Text Corpora and Estimating Their Causal Effects. R package version 0.3, https://cran.r-project.org/web/packages/texteffect. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:12), 0.1 (2017-11-27 17:49), 0.2 (2018-12-16 07:10), 0.3 (2019-03-24 06:30)
Other packages that cited texteffect R package
View texteffect citation profile
Other R packages that texteffect depends, imports, suggests or enhances
Complete documentation for texteffect
Functions, R codes and Examples using the texteffect R package
Some associated functions: BioSample . infer_Z . sibp . sibp_amce . sibp_exclusivity . sibp_param_search . sibp_top_words . 
Some associated R codes: sibp.R . sibp_amce.R . sibp_exclusivity.R . sibp_infer_Z.R . sibp_param_search.R . sibp_rank_runs.R . sibp_top_words.R . sibp_updates.R .  Full texteffect package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA