an R package for structural equation modeling and more

rstanarm R package for Bayesian applied regression modeling

An R package for Bayesian structural equation modeling

Basic statistical modelling examples.

農研機構統計研修「ベイズ統計モデリングとMCMC」

Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models

rstanarm R package for Bayesian applied regression modeling

[Built during technical internship at SAS Institute, May 2016 - Aug 2016] Created automated skin cancer detection software using image analysis, feature extraction, and statistical modeling that analyzes images of skin lesions to detect possibly cancerous growths. Presented research and algorithms at the international JMP Discovery Summit (also selected as Best Student Poster), to the Women in Data Science Meetup, at the JMP Developers' Meeting, and at the SAS Intern Expo.

An autoencoder neural network and a Gaussian mixture model are used for generating movement quality scores for rehabilitation exercises.

The interface library for probabilistic modeling in HEP

A new way to analyse computer mouse trajectories

MATH-342 Time Series course taken at EPFL during Spring 17-18.

Simple statistical prediction of the survival chances of the passengers in the testing set, given certain conditions as input. Refer to README.md for more detail

Small examples on how to jump into statistical modelling in C++

A Survey on ML Techniques for Airbnb Price Prediction

Model diagnostics based on cumulative residuals (R package) https://kkholst.github.io/gof/

Portfolio of personal projects & curriculum from Springboard

A tool for statistically sound model inference

Correspondence to Lancet regarding the article by Santos-Burgoa and colleagues (2018)

Cost effectiveness analysis of a 12 country-intervention scale up of short-course TB preventive therapy (TPT) 3HP among people living with HIV.

This is a data analysis code in which you can find chi squared and kolmogorov smirnov agorithms implemented

Toy examples of how to utilise Rcpp interface to pass the data from R to C++ and call the procedures useful for statistical modelling within. 🧮