Other packages > Find by keyword >

powerLATE  

Generalized Power Analysis for LATE
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("powerLATE", "0.1.2")



Attach the package and use:
library("powerLATE")
Maintained by
Eddie Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-14
Latest Update: 2020-09-27
Description:
An implementation of the generalized power analysis for the local average treatment effect (LATE), proposed by Bansak (2020) . Power analysis is in the context of estimating the LATE (also known as the complier average causal effect, or CACE), with calculations based on a test of the null hypothesis that the LATE equals 0 with a two-sided alternative. The method uses standardized effect sizes to place a conservative bound on the power under minimal assumptions. Package allows users to recover power, sample size requirements, or minimum detectable effect sizes. Package also allows users to work with absolute effects rather than effect sizes, to specify an additional assumption to narrow the bounds, and to incorporate covariate adjustment.
How to cite:
Eddie Yang (2020). powerLATE: Generalized Power Analysis for LATE. R package version 0.1.2, https://cran.r-project.org/web/packages/powerLATE. Accessed 30 Jan. 2025.
Previous versions and publish date:
0.1.0 (2020-08-14 15:50), 0.1.1 (2020-09-27 18:40)
Other packages that cited powerLATE R package
View powerLATE citation profile
Other R packages that powerLATE depends, imports, suggests or enhances
Complete documentation for powerLATE
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

fastmit  
Fast Mutual Information Based Independence Test
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency  
WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  
convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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