nl-causal: nonlinear causal inference based on IV regression in Python
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Jul 9, 2024 - Python
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2sls
Here are 11 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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Nov 11, 2024 - R
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
2SLS IV regression with Python
python machine-learning statistics linear-regression econometrics instrumental-variables 2sls econometric-analysis
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Jan 1, 2023
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
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
[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
Análises quantitativas em Marketing pela estimação de modelos tobit, probit, lingering e current effects.
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Sep 29, 2023 - Stata
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