R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
SeqExpMatch
View on CRAN: Click
here
Download and install SeqExpMatch package within the R console
Install from CRAN:
install.packages("SeqExpMatch")
Install from Github:
library("remotes")
install_github("cran/SeqExpMatch")
Install by package version:
library("remotes")
install_version("SeqExpMatch", "0.1.0")
Attach the package and use:
library("SeqExpMatch")
Maintained by
Adam Kapelner
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-01
Latest Update: 2021-06-01
Description:
Generates the following sequential two-arm experimental designs:
(1) completely randomized (Bernoulli)
(2) balanced completely randomized
(3) Efron's (1971) Biased Coin
(4) Atkinson's (1982) Covariate-Adjusted Biased Coin
(5) Kapelner and Krieger's (2014) Covariate-Adjusted Matching on the Fly
(6) Kapelner and Krieger's (2021) CARA Matching on the Fly with Differential Covariate Weights (Naive)
(7) Kapelner and Krieger's (2021) CARA Matching on the Fly with Differential Covariate Weights (Stepwise)
and also provides the following types of inference:
(1) estimation (with both Z-style estimators and OLS estimators),
(2) frequentist testing (via asymptotic distribution results and via employing the nonparametric randomization test) and
(3) frequentist confidence intervals (only under the superpopulation sampling assumption currently). Details can be found
in our publication: Kapelner and Krieger "A Matching Procedure for Sequential Experiments that Iteratively Learns which
Covariates Improve Power" (2020) .
How to cite:
Adam Kapelner (2021). SeqExpMatch: Sequential Experimental Design via Matching on-the-Fly. R package version 0.1.0, https://cran.r-project.org/web/packages/SeqExpMatch. Accessed 22 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited SeqExpMatch R package
View SeqExpMatch citation profile
Other R packages that SeqExpMatch depends,
imports, suggests or enhances
Complete documentation for SeqExpMatch
Functions, R codes and Examples using
the SeqExpMatch R package
Some associated functions: SeqDesign . SeqDesignInference . SeqExpMatch .
Some associated R codes: SeqExpMatch.R . design.R . inference.R . zzz.R . Full SeqExpMatch package functions and examples
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
composits
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sevvandi Kandanaarachchi (view profile)
tropAlgebra
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Muhammad Kashif Hanif (view profile)
wordspace
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Stephanie Evert (view profile)
dmlalg
Implementation of double machine learning (DML) algorithms in R,
based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Corinne Emmenegger (view profile)
Rfast2
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Manos Papadakis (view profile)
LOGANTree
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Qi Qin (view profile)