yadevi's repositories
approximating_R2_from_c
R code to approximate Cox-Snell R-squared from the c-statistic (useful for sample size calculations)
C306
Collection of useful R codes for data analysis from the Biostatistics group at OUCRU
ciccr
Causal Inference in Case-Control Studies
Cox-Snell_from_McFaddens_R2
R code to estimate the Cox-Snell R2 from McFadden's R2 for logistic regression
Data-science
Collection of useful data science topics along with code and articles
data_workshops
This repository contains all the files for the various workshops created as part of Dublin R
EvoDAG
Evolving Directed Acyclic Graph
External-validation-sample-size
Sample size for external validation of a logistic regression based prediction model
fucking-awesome-python
awesome-python with :octocat: :star: and :fork_and_knife:
ggstatsplot
Enhancing `ggplot2` plots with statistical analysis 📊🎨📣
julia
The Julia Language: A fresh approach to technical computing.
machine-learning-articles
List of interesting articles on different topics of machine learning and deep learning
nlp-rladies-bergen
This repository contains material on NLP (prepared for a talk for R-Ladies Bergen)
OnlineStats.jl
Single-pass algorithms for statistics
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Python
All Algorithms implemented in Python
r_and_python
Demo of seamless coding in Rmd with both R and Python
rsimsum
Analysis of simulation studies including Monte Carlo error
Shrinkage-uncertainty
R code to illustrate the uncertainty in shrinkage and penalised approaches for clinical prediction.
stacks
Tidy model stacking
Statistical-Analysis-on-Biochemical-Recurrence-Prostate-Cancer-Among-Patients-in-3-Locations
I proved the probabilities of freedom from biochemical recurrence (BCR) among prostate cancer patients are significantly different using stratified Logrank test. I also built a Cox's PH model to identify which genes and demographic factors have effect on survival.
stats-illustrations
R & stats illustrations by @allison_horst
survival_analysis_indian_adult_sepsis_cohort
This repo contains code and data to reproduce the results of the manuscript "Immunosuppression, rather than inflammation, is a salient feature of sepsis in an Indian cohort".
survminer
Survival Analysis and Visualization
tensorflow
An Open Source Machine Learning Framework for Everyone
transform.hazards
Generic, nonparametric survival analysis
trialtools
functions to use in medical research, particularly randomized and controlled trials and case-control studies
zeallot
Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
Zelig
A statistical framework that serves as a common interface to a large range of models