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  1. Structural-Equation-Modelling-SEM-Using-Python Structural-Equation-Modelling-SEM-Using-Python Public

    A Python implementation of Structural Equation Modeling (SEM) for defining, fitting, evaluating, and visualizing SEM models using the semopy library.

    Jupyter Notebook 9 3

  2. ANALYSIS-OF-VARIANCE-ANALYSIS-OF-COVARIANCE ANALYSIS-OF-VARIANCE-ANALYSIS-OF-COVARIANCE Public

    This is a demonstration of basic ANOVA and ANACOVA procedures using the hsb2 dataset

    Jupyter Notebook 1 1

  3. Epidemiological-Measures-in-Python Epidemiological-Measures-in-Python Public

    This project demonstrates the calculation and interpretation of essential epidemiological measures, including odds ratio, relative risk, attributable risk, population attributable risk, prevalence,…

    Jupyter Notebook 1

  4. Propensity-Score-Matching-Using-Python Propensity-Score-Matching-Using-Python Public

    This project demonstrates the implementation of propensity score matching using Python to estimate treatment effects in observational studies by balancing covariates between treatment and control g…

    Jupyter Notebook 1

  5. -Panel-Data-Analysis-and-Model-Comparison-Using-Python- -Panel-Data-Analysis-and-Model-Comparison-Using-Python- Public

    A comprehensive Python implementation for panel data analysis, estimating pooled OLS, fixed effects, and random effects models, and comparing their performance using statistical metrics.

    Jupyter Notebook 1

  6. Exploratory-Data-Analysis-EDA- Exploratory-Data-Analysis-EDA- Public

    This is a demonstration of basic exploratory analysis (EDA)

    Jupyter Notebook