Projects in Awesome Lists tagged with panel-data

https://github.com/functime-org/functime

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

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

Last synced: 12 Jan 2026

https://github.com/bashtage/linearmodels

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

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

Last synced: 29 Apr 2025

https://bashtage.github.io/linearmodels/

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

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

Last synced: 20 Apr 2025

https://github.com/fastverse/collapse

Advanced and Fast Data Transformation in R

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

Last synced: 11 Jan 2026

https://github.com/sebkrantz/collapse

Advanced and Fast Data Transformation in R

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

Last synced: 14 May 2025

https://github.com/SebKrantz/collapse

Advanced and Fast Data Transformation in R

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

Last synced: 26 Apr 2025

https://github.com/sktime/sktime-dl

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

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

Last synced: 13 Apr 2025

https://github.com/AdrianAntico/AutoQuant

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

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

Last synced: 26 Apr 2025

https://github.com/AdrianAntico/RemixAutoML

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

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

Last synced: 14 Mar 2025

https://github.com/fastverse/fastverse

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

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

Last synced: 12 Dec 2025

https://github.com/floswald/psidr

R package to easily build panel data sets from the PSID

dataset panel-data psid r

Last synced: 12 Apr 2025

https://github.com/ropensci/dynamite

Bayesian Inference of Complex Panel Data

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

Last synced: 23 Feb 2026

https://github.com/4freye/panelsplit

A tool for performing cross-validation with panel data

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

Last synced: 03 Jan 2026

https://github.com/apoorvalal/synthlearners

fast synthetic control estimators for panel data problems

causal-inference econometrics panel-data synthetic-control

Last synced: 12 Apr 2025

https://github.com/paologiordani/smartboost.jl

SMARTboost (boosting of smooth symmetric regression trees)

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

Last synced: 18 Feb 2026

https://github.com/nosferican/uem.jl

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

econometrics economics julia panel-data

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/societe-general

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

binary-classification boosting classification-tree competition data-leakage differential-privacy ensembles forecasting gradient-boosting hacking machine-learning machine-learning-competition oild-production-forecast panel-data prediction societe-general supervised-learning winning-entry xgboost

Last synced: 11 Apr 2025

https://github.com/corybrunson/econpanel

R package for economic experts panel survey data

economics likert-data missing-data panel-data survey-data

Last synced: 08 Jan 2026

https://github.com/econcz/stata-xtarimau

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

arima panel-data seasonal-time-series stationarity

Last synced: 04 Mar 2026

https://github.com/hujiebai/dptm

Dynamic Panel Multiple Threshold Model with Fixed Effects Based on Maximum Likelihood Estiamtion and MCMC

dynamic panel-data r thresholds

Last synced: 12 Apr 2025

https://github.com/apoorvalal/sp2did

semiparametric DiD estimators for the ATT in 2 period settings

difference-in-differences lasso panel-data

Last synced: 26 Mar 2025

https://github.com/econcz/stata-xtmipolateu

'XTMIPOLATEU': module to replace missing values in a time series, two- or multidimensional varlist with interpolated (extrapolated) ones

data-management interpolation missing-values panel-data

Last synced: 02 Feb 2026

https://github.com/econcz/stata-xtimportu

'XTIMPORTU': module to import monthly, quarterly, half-yearly or yearly time series and panel data as panelvar timevar valuevar from a supported file format to memory or a file

data-management import panel-data ssc stata

Last synced: 07 Feb 2026

https://github.com/paologiordani/smartboost

SMARTboost (boosting of smooth symmetric regression trees)

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

Last synced: 18 Feb 2026

https://github.com/viniciusmsousa/synthcast

A Non-Ortodoxy approach for forecasting series from panel datasets.

data-science forecast panel-data

Last synced: 07 Apr 2025

https://github.com/econcz/stata-xtrevu

'XTREVU': module to reverse the order of values of time series and panel data variables

data-management panel-data time-series

Last synced: 06 Mar 2026

https://github.com/cadam00/poobly

Poolability Tests in Panel Data

homogeneity hsiao-test panel-data r r-package

Last synced: 10 Apr 2025

https://github.com/pachadotdev/baltagi

'Econometric Analysis of Panel Data' (ISBN 978-3-030-53952-8) tidy datasets

econometrics panel-data rstats

Last synced: 11 Oct 2025

https://github.com/4lph4shell/travis---3x-ui

Travis is panel and config controller reader base on 3x ui

3x-ui control-systems panel panel-data travis v2ray v2ray-plugin

Last synced: 15 Mar 2025

https://github.com/andyphilips/qdmean

Stata and R programs to automatically quasi-demean regressors following FGLS-RE or MLE-RE regression

panel-data r random-effects random-effects-model stata

Last synced: 21 Jul 2025

https://github.com/marcellgranat/ujdemografiaiprogram

Tanulmányomban az egy főre eső GDP és munkanélküliség teljes termékenységi arányszámra gyakorolt hatását elemzem. A választott eszközök között szerepel az Engel-Granger kointegrációs teszt, amellyel megerősítettem a hipotézist, hogy szomszédos országok termékenységi rátájának alakulása általában nagyobb egyezőséget mutat, melynek magyarázata lehet a közös gazdasági környezet és kultúra. Második választott eszköz a vektor autoregresszív modellek készítése, melyekből levonható konklúzió, hogy a GDP/fő pozitívan, míg a munkanélküliségi ráta negatívan befolyásolja a termékenységi arányszámot, de kettő közül előbbi alakulása fontosabb. Harmadik eszközként panel modellt választottam a Magyarországi megyékre, mely tanulmányom fő hozzáadott értékét képviseli. Statisztikailag szignifikáns magyarázóváltozónak bizonyult GDP/fő, hatása egy évvel később érvényesül, továbbá határhatása csökkenő, és 7 340 000 Ft-ig, amely fölött egyedül Budapest van, növeli a TTA értékét. Ez alapján elmondható, hogy a termékenységi ráta növelése szempontjából a szegényebb régiók egy főre eső bruttó kibocsátásának emelése javasolt.

birth cointegration-analysis fertility hungary panel-data vector-autoregression

Last synced: 26 Feb 2026

https://github.com/andyphilips/mkduration

Stata command to create duration variable with binary cross-sectional time series data

bcsts duration-models panel-data stata

Last synced: 05 Feb 2026

https://github.com/randika00/education-society-admin-side

An admin dashboard is one of the core components of a control panel.

ajax-request bootstrap5 json panel-data workflows

Last synced: 29 Dec 2025

https://github.com/FreeAnalyticsPR/EconometricModeling

Rによる経済予測シミュレーション

causalinference econometrics-model jupyternotebook lstm-neural-networks panel-data r simulation-modeling timeseriesanalysis

Last synced: 08 Aug 2025

https://github.com/ruoheng-du/econometrics

Econometrics | Spring 2023

econometric-analysis econometrics etf-investments fixed-effect-model panel-data r-markdown r-programming-language simple-linear-regression time-series-analysis

Last synced: 19 Feb 2026

https://github.com/freeanalyticspr/econometricmodeling

Rによる経済予測シミュレーション

causalinference econometrics-model jupyternotebook lstm-neural-networks panel-data r simulation-modeling timeseriesanalysis

Last synced: 23 Aug 2025

https://github.com/free-analytics/econometricmodeling

Rによる経済予測シミュレーション

causalinference econometrics-model jupyternotebook lstm-neural-networks panel-data r simulation-modeling timeseriesanalysis

Last synced: 06 Mar 2025

https://github.com/yanaksalvo/all-panel-database-sql

Türkiye Cumhuriyeti Devleti'nin verilerini çalarak insanlara satarak para kazanan veya bu paraları kara para aklama şeklinde aklayarak gelir elde eden kişilerin database verileri ve bu sitelere giren kişilerin IP Adres bilgileri

api data database devlet ihbar panel panel-data paneldata panels sorgu sorgulama sorgupanel sql usom usomgovtr