📫 My profile: ehsank.com
ehsanx Goto Github PK
Name: Ehsan Karim
Type: User
Bio: Explorer of Cause-Effect; and Science that connects the dots.
Twitter: ehsan7x
Location: Canada
Blog: http://www.ehsank.com/
Name: Ehsan Karim
Type: User
Bio: Explorer of Cause-Effect; and Science that connects the dots.
Twitter: ehsan7x
Location: Canada
Blog: http://www.ehsank.com/
📫 My profile: ehsank.com
🎯 :closed_book: Targeted Learning in R: Causal Data Science with the tlverse
R code and data for TMLE tutorial
Targeted maximum likelihood estimation (TMLE) enables the integration of machine learning approaches in comparative effectiveness studies. It is a doubly robust method, making use of both the outcome model and propensity score model to generate an unbiased estimate as long as at least one of the models is correctly specified.
Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial
:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Two-Phase Sampling Corrections
Interactive tutorials developed for STAT3150-Statistical Computing at the University of Manitoba
List of useful sites
Material for the useR2020 tutorial
Epidemiology analysis package
Replications of various publicly available data with zEpid
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.