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functime-org /functime

Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.

python machine-learning time-series forecasting feature-engineering panel-data polars

UpdatedOct 4, 2025
Python

bashtage /linearmodels

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

panel regression ols gmm iv linear-models asset-pricing panel-data fixed-effects random-effects instrumental-variable statistical-model between-estimator first-difference clustered-standard-errors pooled-ols panel-models panel-regression seemingly-unrelated-regression fama-macbeth

UpdatedDec 17, 2025
Python

fastverse /collapse

Advanced and Fast Data Transformation in R

data-science cran r statistics time-series high-performance data-transformation scientific-computing econometrics rstats data-analysis data-manipulation data-processing weights panel-data weighted data-aggregation

UpdatedDec 9, 2025
C

sktime /sktime-dl

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

machine-learning deep-learning time-series scikit-learn neural-networks longitudinal-data panel-data time-series-classification time-series-forecasting time-series-regression

UpdatedAug 2, 2024
Python

fastverse

fastverse /fastverse

An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R

c data-science r time-series cpp high-performance data-transformation rstats data-manipulation weights panel-data data-aggregation statistical-computing low-dependency

UpdatedDec 13, 2025
R

AdrianAntico /AutoQuant

Automation framework for machine learning, forecasting, model evaluation, and interpretation.

r timeseries h2o regression supervised-learning xgboost classification gpu-acceleration lightgbm unsupervised-learning automl panel-data multiclass-classification automated-machine-learning catboost

UpdatedDec 9, 2025
R

FixedEffects /FixedEffectModels.jl

Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables

regression economics iv panel-data fixed-effects clustered-standard-errors instrumental-variables categorical-variables

UpdatedApr 19, 2025
Julia

bernardodionisi /differences

difference-in-differences in Python

econometrics causal-inference panel-data difference-in-differences

UpdatedJan 17, 2024
Python

ksecology /FixedEffectModel

Fixedeffectmodel: panel data modeling in Python

statistics econometrics panel-data

UpdatedFeb 21, 2022
Jupyter Notebook

danielegirardi /lpdid

Implementing Local Projections Difference-in-Differences (LP-DiD) estimators

econometrics panel-data did difference-in-differences event-studies local-projections

UpdatedAug 7, 2025
Stata

floswald /psidR

R package to easily build panel data sets from the PSID

r dataset psid panel-data

UpdatedNov 7, 2024
R

JeroenDMulder /RI-CLPM

Online supplementary materials of “Three extensions of the random intercept cross-lagged panel model” by Mulder and Hamaker (2021).

longitudinal-data panel-data lavaan mplus ri-clpm

UpdatedOct 21, 2024
HTML

ropensci /dynamite

Bayesian Inference of Complex Panel Data

r rstats bayesian-inference stan r-package statistical-models panel-data

UpdatedJun 26, 2025
R

zhentaoshi /C-Lasso

The replication data and files for Liangjun Su, Zhentao Shi and Peter Phillips (2016, Econometrica): “Identifying Latent Structures in Panel Data”

big-data econometrics panel-data

UpdatedJan 26, 2025
MATLAB

apoorvalal /synthlearners

fast synthetic control estimators for panel data problems

econometrics causal-inference synthetic-control panel-data

UpdatedSep 1, 2025
Jupyter Notebook

yukai-yang /PSTR

an R package for testing, estimating and evaluating the Panel Smooth Transition Regression (PSTR) model.

bootstrap cran evaluation parallel-computing regression modelling panel-data linearity heterogeneity nonlinearity smooth-transition wild-bootstrap wild-cluster-bootstrap model-specifition pstr-model transition-variables bootstrap-test

UpdatedMay 24, 2025
R

4Freye /panelsplit

A tool for performing cross-validation with panel data

python time-series cross-validation pandas sklearn-compatible panel-data

UpdatedNov 11, 2025
Python

PaoloGiordani /SMARTboost.jl

SMARTboost (boosting of smooth symmetric regression trees)

machine-learning time-series bayesian panel-data boosting financial-econometrics noisy-data smooth-trees

UpdatedFeb 12, 2025
Julia

shawcharles /Causal-Inference-in-Marketing

A modern synthesis of design-based causal inference and panel data methods for marketing analytics, featuring Synthetic Control, DiD, Matrix Completion, and DML.

marketing econometrics panel-data

UpdatedDec 16, 2025
TeX

ellenhamaker /RI-CLPM

This repository has been transferred to jeroendmulder.github.io/RI-CLPM for easier maintenance. The Github Pages automatically redirects to the new Github Page.

longitudinal-data panel-data lavaan mplus ri-clpm

UpdatedJul 20, 2022

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