Inference with Stochastic Gradient Descent

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Documentation for package ‘SGDinference’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

Census2000	Census2000
SGDinference	SGDinference
sgdi_lm	Averaged SGD and its Inference via Random Scaling
sgdi_qr	Averaged S-subGD and its Inference via Random Scaling in Linear Quantile Regression
sgd_lm	Averaged SGD in Linear Mean Regression
sgd_qr	Averaged S-subGD Estimator in Linear Quantile Regression