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
picasso
View on CRAN: Click
here
Download and install picasso package within the R console
Install from CRAN:
install.packages("picasso")
Install from Github:
library("remotes")
install_github("cran/picasso")
Install by package version:
library("remotes")
install_version("picasso", "1.3.1")
Attach the package and use:
library("picasso")
Maintained by
Jason Ge
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
First Published: 2014-08-13
Latest Update: 2019-02-21
Description:
Computationally efficient tools for fitting generalized linear model with convex or non-convex penalty. Users can enjoy the superior statistical property of non-convex penalty such as SCAD and MCP which has significantly less estimation error and overfitting compared to convex penalty such as lasso and ridge. Computation is handled by multi-stage convex relaxation and the PathwIse CAlibrated Sparse Shooting algOrithm (PICASSO) which exploits warm start initialization, active set updating, and strong rule for coordinate preselection to boost computation, and attains a linear convergence to a unique sparse local optimum with optimal statistical properties. The computation is memory-optimized using the sparse matrix output.
How to cite:
Jason Ge (2014). picasso: Pathwise Calibrated Sparse Shooting Algorithm. R package version 1.3.1, https://cran.r-project.org/web/packages/picasso. Accessed 29 Mar. 2025.
Previous versions and publish date:
Other packages that cited picasso R package
View picasso citation profile
Other R packages that picasso depends,
imports, suggests or enhances
Complete documentation for picasso
Functions, R codes and Examples using
the picasso R package
Some associated functions: coef.gaussian . coef.logit . coef.poisson . coef.sqrtlasso . eyedata . picasso-package . picasso . plot.gaussian . plot.logit . plot.poisson . plot.sqrtlasso . predict.gaussian . predict.logit . predict.poisson . predict.sqrtlasso . print.gaussian . print.logit . print.poisson . print.sqrtlasso .
Some associated R codes: gaussian_solver.R . logit_solver.R . picasso.R . picasso.gaussian.R . picasso.logit.R . picasso.poisson.R . picasso.sqrtlasso.R . poisson_solver.R . sqrtlasso_solver.R . Full picasso package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
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)
gglgbtq
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laura Bakala (view profile)
landmix
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Layla Parast (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
