Other packages > Find by keyword >

bigSurvSGD  

Big Survival Analysis Using Stochastic Gradient Descent
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bigSurvSGD", "0.0.1")



Attach the package and use:
library("bigSurvSGD")
Maintained by
Aliasghar Tarkhan
[Scholar Profile | Author Map]
First Published: 2020-10-01
Latest Update: 2020-10-01
Description:
Fits Cox model via stochastic gradient descent. This implementation avoids computational instability of the standard Cox Model when dealing large datasets. Furthermore, it scales up with large datasets that do not fit the memory. It also handles large sparse datasets using proximal stochastic gradient descent algorithm. For more details about the method, please see Aliasghar Tarkhan and Noah Simon (2020) .
How to cite:
Aliasghar Tarkhan (2020). bigSurvSGD: Big Survival Analysis Using Stochastic Gradient Descent. R package version 0.0.1, https://cran.r-project.org/web/packages/bigSurvSGD. Accessed 02 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited bigSurvSGD R package
View bigSurvSGD citation profile
Other R packages that bigSurvSGD depends, imports, suggests or enhances
Complete documentation for bigSurvSGD
Functions, R codes and Examples using the bigSurvSGD R package
Some associated functions: bigSurvSGD . lambdaMaxC . oneChunkC . oneObsPlugingC . sparseSurvData . survData . 
Some associated R codes: RcppExports.R . bigSurvSGD.R . data-sparseSurvData.R . data-survData.R .  Full bigSurvSGD package functions and examples
Downloads during the last 30 days
04/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for bigSurvSGD246810121416182022TrendBars

Today's Hot Picks in Authors and Packages

contFracR  
Continued Fraction Generators and Evaluators
Converts numbers to continued fractions and back again. A solver for Pell's Equation is provided. T ...
Download / Learn more Package Citations See dependency  
disprofas  
Non-Parametric Dissolution Profile Analysis
Similarity of dissolution profiles is assessed using the similarity factor f2 according to the EMA ...
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  
quotedargs  
A Way of Writing Functions that Quote their Arguments
A facility for writing functions that quote their arguments, may sometimes evaluate them in the env ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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