panel-data

There are 183 repositories under panel-data topic.

  • functime-org/functime

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

    Language:Python1.2k1311362

  • bashtage/linearmodels

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

    Language:Python1k25179187

  • SebKrantz/collapse

    Advanced and Fast Data Transformation in R

    Language:C692826535

  • sktime/sktime-dl

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

    Language:Python598183979
  • fastverse

    fastverse/fastverse

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

    Language:R28251216

  • AdrianAntico/AutoQuant

    R package for automation of machine learning, forecasting, model evaluation, and model interpretation

    Language:R24697243

  • FixedEffects/FixedEffectModels.jl

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

    Language:Julia240512546

  • bernardodionisi/differences

    difference-in-differences in Python

    Language:Python10541925

  • ksecology/FixedEffectModel

    Fixedeffectmodel: panel data modeling in Python

    Language:Jupyter Notebook7811122

  • danielegirardi/lpdid

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

    Language:Stata682012

  • floswald/psidR

    R package to easily build panel data sets from the PSID

    Language:R5794738

  • JeroenDMulder/RI-CLPM

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

    Language:HTML3831132

  • ropensci/dynamite

    Bayesian Inference of Complex Panel Data

    Language:R354721

  • zhentaoshi/C-Lasso

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

    Language:MATLAB247015

  • apoorvalal/synthlearners

    fast synthetic control estimators for panel data problems

    Language:Jupyter Notebook222102

  • yukai-yang/PSTR

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

    Language:R223924

  • 4Freye/panelsplit

    A tool for performing cross-validation with panel data

    Language:Python21192

  • PaoloGiordani/SMARTboost.jl

    SMARTboost (boosting of smooth symmetric regression trees)

    Language:Julia16102

  • 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.

    13206

  • mpfarrho/tvp-network-panel

    TVP panel data model featuring time-varying network dependence introduced in "Bayesian state-space modeling for analyzing heterogeneous network effects of US monetary policy"

    Language:R131013

  • gretl-project/gretl

    Official mirror of the actively maintained repo on sourceforge

    Language:C9215

  • Nosferican/UEM.jl

    Unobserved Effects Models (Panel Data Econometrics) -> For Beta Test

    Language:Julia7312

  • benedekrozemberczki/Societe-General

    Solution for ENS - Societe Generale Challenge (1st place).

    Language:R6306

  • FanWangEcon/REconTools

    R tools related to panel data analysis and optimization

    Language:R6215

  • NjabuloAI/Njabulo-Jb

    You're looking for information on the NjabuloJ/Njabulo-Jb GitHub repository. This repository appears to be associated with a WhatsApp bot, which is a chatbot designed to interact with users on the WhatsApp platform. *Key Features:* - *Multi-Device Support*: The bot can be used across multiple devices. - *AI-Powered*: The bot utilizes AI technolog

    Language:JavaScript6

  • amberwalker-ds/DML-for-Panel-Data

    This project uses Double Machine Learning (DML) to estimate the causal effect of peace agreements on reducing violence intensity. Key components include Random Forest models, cross-fitting, and panel data with fixed effects to handle lagged data and confounders.

    Language:Jupyter Notebook5100

  • jiboncom/pyInteractiveFixedEffects

    Python implementation of the Interactive Fixed Effects Estimator for panel data presented in Bai (2009).

    Language:Python5100

  • jvpoulos/rnns-causal

    Replication code for "RNN-based counterfactual prediction, with an application to homestead policy and public schooling"

    Language:R5301

  • walterwzhang/NYC-Taxi-2013-Data

    Scripts to the build a balanced panel of the 2013 NYC Taxi Data

    Language:R5100

  • yukai-yang/PSTR_Experiments

    provides R codes for all the experiments in the paper "Panel Smooth Transition Regression Models"

    Language:R5107

  • zhou100/Panel-Data-Cross-Validation

    code repo for "Performance evaluation for forecasting modeling with spatiotemporal structures in data"

    Language:R4201

  • apoorvalal/sp2DID

    semiparametric 2-period DiD estimators for the ATT

    Language:R3300

  • econcz/stata-xtarimau

    'XTARIMAU': module to find the best [S]ARIMA[X] models in heterogeneous panels with the help of arimaauto

    Language:Stata3200

  • koojy1211/24HK-trade-lp-r_stata

    R & STATA code for (1) PPML gravity model (IV generation), (2) panel fixed effect regression (1st stage regression), and (3) local projection method

    Language:R3101

  • pablo-reyes8/colombia-tourism-ml-forecasting

    ML project forecasting monthly foreign tourist arrivals in Colombian cities using Sentinel-2, economic, security, infrastructure and climate data. Compares regression, tree-based and econometric models. Includes KNN imputation, LIME explainability and PDPs.

    Language:Jupyter Notebook3

  • xXehub/system-employee

    a-simple college laravel project based on laravel framework

    Language:PHP310