This repository contains a comprehensive Python implementation of panel data analysis and model comparison using the statsmodels library. The project aims to analyze a panel dataset of wages and ...

Pandas is a powerful and open-source Python library. The Pandas library is used for data manipulation and analysis. Pandas consist of data structures and functions to perform efficient operations on ...

For example, depending upon the necessity, one can use Pandas vectorisation or the ‘apply’ function instead of Python’s ‘for’ loops whenever possible. This, in most cases, enhances the speed by a few ...

Note that `linearmodels` is only supported in Python 3. import numpy as np import pandas as pd from linearmodels import PanelOLS from linearmodels import RandomEffects. To implement a random effects ...