Specification Curve is a Python package that performs specification curve analysis: exploring how a coefficient varies under multiple different specifications of a statistical model.

The project analyses the impact of different marketing tactics on the sales of items. The problem is a multivariate-modeling problem as there are 3 different tactics of marketing. Since, the impact of marketing medium cannot be negative we will be using Bayesian model for regression.

MSc Finance dissertation project at Newcastle University. This project focused on forecasting the volatility of exchange rates involving the Great British Pound using EWMA, GARCH-type and Implied Volatility models.

Python programming assignment developing a simulation study and exploring the OLS estimator.

Python package for conducting power analysis for experiments using regression and/or clustered data.

In addition to exploring good practices in Python, the purpose is to apply concepts from Medallion Architecture, object-oriented programming and ETL, using public social data from Brazilian municipalities. This repository also uses DuckDB and Streamlit to display results

Implemented Multiple Linear Regression using Backward Elimination Method. This code will work for all dependencies of the form y=b0+b1x1+b2x2+b3x3....bnxn

Welcome to the Data Analysis and Econometrics repository! This space is dedicated to providing examples and snippets for applying econometric methods using various tools such as Python, R, GRETL, Excel, and more.

OLS_linear

This repository contains the Python script for predicting housing prices using linear regression models.

Data-interpretation using Python matplotlib, seaborn libraries

OLS regression with possibility of controlling for fixed effects and robust standard errors

Heart Failure dataset analysis using homemade and SKlearns algorithms

Semester project for my Machine Learning course: Classification of human motion through custom time series positional data shapelet transformations.