Statistical package in Python based on Pandas

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

🐉 Compute and work with indices of effect size and standardized parameters

📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

Machine learning for beginner(Data Science enthusiast)

Repository containing Jupyter Notebooks for most of the blog posts on my blog. For example, there are data visualization, data manipulation, and data analysis code examples in the Notebooks

Lesson files used in the Analysis of Factorial Designs for Psychologists.

Reverse engineered iOS library for controlling the Anova 2 via Bluetooth

Python 3.6+ module to interface with the Anova 👨🏽‍🍳 Sous-vide cooker ⏱️ private API.

Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.

Basic statistical modelling examples.

GAMLj: GLM, Mixed, Generalized and Generalized mixed models for jamovi

R package for computing multiple hypothesis tests on rows/columns of a matrix or a data.frame

Collection of Matlab functions for the computation of measures of effect size

Fast regression and mediation analysis of vertex or voxel MRI data with TFCE

Algorithmic Trading project that examines the Fama-French 3-Factor Model and the Fama-French 5-Factor Model in predicting portfolio returns. The respective factors are used as features in a Machine Learning model and portfolio results are evaluated and compared.

BASM - 2017 Spring

Metamodeling, sensitivity analysis and visualization using the tensor train format

2021 Spring (Statistical Methods and Machine Learning) 统计方法与机器学习