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statistics-lecture-notes-potsdam

Lecture notes from a statistics course I teach at Potsdam

stats337

Readings in applied data science

statsr

Companion package for the Coursera Statistics with R specialization

stattests

Implementations of statistical tests that I can't find in another R package

statwriter

R package to help writing reproducible research

stepwise

Stepwise methods for selection of "best" fitting linear models

stphcoxrcs

Stata command to check the PH assumption after a Cox model using RCS

strict

Make R a little bit stricter

stringtools

stringtools

style

A style guide for the R language

styler

Non-invasive pretty printing of R code

sublimestataenhanced

Plugin that adds support for Stata 11–15 for Sublime Text 2 and 3

sufrep

Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1

sugml

2017 London Stata Users Group Meeting

summarize_dat

Provide comprehensive documentation for your dataset in a simple way

summarytools

R Package for quickly and neatly summarizing vectors and dataframes

superlearner-guide

SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.

superml

Build machine learning models in R like using python's scikit-learn library

superpower

Simulation-Based Power Analysis

survdr

Targeted MLE with known asymptotic distribution for estimation of survival probabilities from right censored data

survey-analysis-demo

For COMM 7789 3/2/18

surveybootstrap

bootstrap methods for survey data in R

surveysd

Estimate standarad deviation of estimates in complex surveys using bootstrap weights.

survis

Visual Literature Database

survivalapp

Documentation and code for Survival Shiny App

survivalmediation

survivalsvm

Survival Support Vector Analysis

survmcod

R package for survival analysis with multiple causes of death

survminer

Survival Analysis and Visualization

survtd

R package for survival analysis with time-dependent covariates