├── .gitignore ├── LICENSE ├── README.md ├── basic_analysis_in_python └── Descriptive Statistics and Exploratory Data Analysis.ipynb ├── dimensionality └── Reducing Dimensionality with Principal Component Analysis.ipynb ├── instrumental_variables_estimation ├── Instrumental-Variables Estimation.ipynb └── Using IVE to Recover the Treatment Effect.ipynb ├── multilevel_models └── Multilevel Models.ipynb ├── regression_discontinuity └── Regression Discontinuity Analysis.ipynb └── survival_analysis ├── DATA_LICENSE.txt ├── Discrete Time Survival Analysis in Python.ipynb └── wikipedia-validation.zip /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/README.md -------------------------------------------------------------------------------- /basic_analysis_in_python/Descriptive Statistics and Exploratory Data Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/basic_analysis_in_python/Descriptive Statistics and Exploratory Data Analysis.ipynb -------------------------------------------------------------------------------- /dimensionality/Reducing Dimensionality with Principal Component Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/dimensionality/Reducing Dimensionality with Principal Component Analysis.ipynb -------------------------------------------------------------------------------- /instrumental_variables_estimation/Instrumental-Variables Estimation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/instrumental_variables_estimation/Instrumental-Variables Estimation.ipynb -------------------------------------------------------------------------------- /instrumental_variables_estimation/Using IVE to Recover the Treatment Effect.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/instrumental_variables_estimation/Using IVE to Recover the Treatment Effect.ipynb -------------------------------------------------------------------------------- /multilevel_models/Multilevel Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/multilevel_models/Multilevel Models.ipynb -------------------------------------------------------------------------------- /regression_discontinuity/Regression Discontinuity Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/regression_discontinuity/Regression Discontinuity Analysis.ipynb -------------------------------------------------------------------------------- /survival_analysis/DATA_LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/survival_analysis/DATA_LICENSE.txt -------------------------------------------------------------------------------- /survival_analysis/Discrete Time Survival Analysis in Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/survival_analysis/Discrete Time Survival Analysis in Python.ipynb -------------------------------------------------------------------------------- /survival_analysis/wikipedia-validation.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/natematias/research_in_python/HEAD/survival_analysis/wikipedia-validation.zip --------------------------------------------------------------------------------