linear-models

Add linear models including instrumental variable and panel data models that are missing from statsmodels.

📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)

An R Port of Stata's 'margins' Command

🎓 Tidy tools for academics

Linear, IV and GMM Regressions With Any Number of Fixed Effects

Input Output Hidden Markov Model (IOHMM) in Python

📊 Methods of Applied Statistics Course Textbook Repository

Tools for developing linear regression models

Generates and evaluates D, I, A, Alias, E, T, G, and custom optimal designs. Supports generation and evaluation of mixture and split/split-split/N-split plot designs. Includes parametric and Monte Carlo power evaluation functions. Provides a framework to evaluate power using functions provided in other packages or written by the user.

Lp modeler written in Rust

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

Learned Sort: a model-enhanced sorting algorithm

Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.

A python library to build Model Trees with Linear Models at the leaves.

liblinear bindings for Go

Statistical Models with Regularization in Pure Julia

This repository contains R code for exercices and plots in the famous book.

Machine Learning C++

SMAI lecture notes

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

Python library to implement advanced trading strategies using machine learning and perform backtesting.

📈Annotate a ggplot with a description of a linear model

ICDSS Machine Learning Workshop Series: Linear Models

🎓 Tidy regression tools for academics

Subspace methods for MIMO system identification

Collection of LTSpice models and simulation circuits collected from various Yahoo groups and all around the internet.

A matlab suite for Psycho-Physiological Modelling

Easy grafs, ANOVAs and posthoc comparisons.

Analysis of linear systems using admittance models