nl-causal: nonlinear causal inference based on IV regression in Python
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Jul 10, 2026 - Jupyter Notebook
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2sls
Here are 18 public repositories matching this topic...
Graphical Instrumental Variable Estimation and Testing
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Sep 19, 2023 - R
R & STATA code for (1) PPML gravity model (IV generation), (2) panel fixed effect regression (1st stage regression), and (3) local projection method
regression impulse-response econometrics panel-data international-trade local-projection gravity-model 2sls instrument-variable
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Sep 30, 2025 - R
2SLS IV regression with Python
python machine-learning statistics linear-regression econometrics instrumental-variables 2sls econometric-analysis
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Jan 1, 2023
COVID-19 mortality rate (Python). Original empirical study submitted for the Applied Predictive Modeling course during my second semester at HKBU - Master of Science in Data Analytics and Business Economics.
python regression econometrics scipy confidence-intervals hypothesis-testing statsmodels iv causal-inference instrumental-variable empirical-research endogeneity t-statistic 2sls covid-19 sargant-test
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Aug 11, 2021 - Jupyter Notebook
Casual relationship between health insurance coverage and BMI.
r exploratory-data-analysis ols anova causal-inference observational-study 2sls observational-data instrumental-variable-analysis
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Jun 9, 2023
[Python] Adopted 2SLS and Instrument Variable to solve the endogeneity problem in predicting train ticket price.
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Jan 22, 2022 - Jupyter Notebook
Code examples for IV, 2SLS, and 2SRI for Multilevel/Hierarchical Models. Designed for masters-level students in statistics/biostatistics/causal inference/data science, or PhD students and postdocs from an allied field needing applied statistics examples to help with a project.
biostatistics iv causal-inference applied-statistics instrumental-variables 2sls health-services-research applied-statistics-for-stem 2sri
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Jun 10, 2026 - R
Codebase for Master's Thesis: Causal impact of international sanctions on military spending using Gravity Models and 2SLS
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Jul 23, 2026 - Jupyter Notebook
Análises quantitativas em Marketing pela estimação de modelos tobit, probit, lingering e current effects.
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Sep 29, 2023 - Stata
Conducted a comprehensive research project focused on regression analysis and modeling to explore the relationship between income and education.
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Oct 7, 2023
IV analysis assessing the causal effect of immediate skin-to-skin contact on exclusive breastfeeding in R.
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Apr 15, 2025 - R
Econometrics project analyzing the causal effect of household income on consumption in Chile using Stata and instrumental variables (2SLS).
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Aug 17, 2026 - Stata
Returns to Education Using Instrumental Variables (2SLS) — Angrist & Krueger (1991) Quarter-of-Birth Replication | R
r econometrics instrumental-variables microeconometrics 2sls labor-economics returns-to-education two-stage-least-squares angrist-krueger quarter-of-birth
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Jul 14, 2026 - R
[Python] Building a demand model and correcting for reverse causation with 2-stage least squares regression (OLS in statsmodels, IV2SLS in linearmodels)
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Jan 19, 2022 - HTML
Python tutorials, lecture materials, and assignments for the Econometrics course taught to Master's students in Economics at Allameh Tabataba'i University.
econometrics ols-regression mle-estimation endogeneity 2sls two-stage-least-squares-regression iv-simulation
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Nov 6, 2025 - Jupyter Notebook
Instrumental Variables Approach to Cross-Country Income Differences
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Jun 15, 2026 - Jupyter Notebook
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