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
asm
View on CRAN: Click
here
Download and install asm package within the R console
Install from CRAN:
install.packages("asm")
Install from Github:
library("remotes")
install_github("cran/asm") Install by package version:
library("remotes")
install_version("asm", "0.2.4") Attach the package and use:
library("asm")
Maintained by
Min Xu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-25
Latest Update: 2025-05-28
Description:
Performs linear regression with respect to a data-driven convex loss function that is chosen to minimize the asymptotic covariance of the resulting M-estimator. The convex loss function is estimated in 5 steps: (1) form an initial OLS (ordinary least squares) or LAD (least absolute deviation) estimate of the regression coefficients; (2) use the resulting residuals to obtain a kernel estimator of the error density; (3) estimate the score function of the errors by differentiating the logarithm of the kernel density estimate; (4) compute the L2 projection of the estimated score function onto the set of decreasing functions; (5) take a negative antiderivative of the projected score function estimate. Newton's method (with Hessian modification) is then used to minimize the convex empirical risk function. Further details of the method are given in Feng et al. (2024) <doi:10.48550/arXiv.2403.16688>.
How to cite:
Min Xu (2024). asm: Optimal Convex M-Estimation for Linear Regression via Antitonic Score Matching. R package version 0.2.4, https://cran.r-project.org/web/packages/asm. Accessed 14 Jul. 2026.
Previous versions and publish date:
Other packages that cited asm R package
View asm citation profile
Other R packages that asm depends,
imports, suggests or enhances
Complete documentation for asm
Functions, R codes and Examples using
the asm R package
Full asm package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
maGUI
Provides a comprehensive graphical user interface for analysis of Affymetrix, Agilent, Illumina, Nim ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dhammapal Bharne (view profile)
AutoWeatherIndices
Weather indices are formed from weather variables in this package. The users can input any number of ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Achal Lama (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
surveyCV
Functions to generate K-fold cross validation (CV) folds and CV test error estimates that take into ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jerzy Wieczorek (view profile)
pps
Functions to select samples using PPS (probability proportional to size) sampling. The package also ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jack G. Gambino (view profile)
27,806
R Packages
236,180
Dependencies
73,837
Author Associations
27,807
Publication Badges
