Big Survival Analysis Using Stochastic Gradient Descent

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Documentation for package ‘bigSurvSGD’ version 0.0.1

• DESCRIPTION file.

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bigSurvSGD	Big survival data analysis using stochastic gradient descent
lambdaMaxC	Calculates the maximum penalty coefficient lambda for which all coefficients become zero
oneChunkC	Updates the coefficients based on one pass of data
oneObsPlugingC	Calculates the gradient and Hessian corresponding to one individual
plot.bigSurvSGD	Big survival data analysis using stochastic gradient descent
print.bigSurvSGD	Big survival data analysis using stochastic gradient descent
sparseSurvData	Simulated sparse survival dataset
survData	Simulated survival dataset