pyreglin 1.0.0

A Python package for generating response variables with linear regression structure.

PYTHON REGLIN

A Python package for generating response variables with linear regression structure.

Installation

pip install pyreglin

Usage

import pandas as pd
from pyreglin import rlm

# Create sample data
data = pd.DataFrame({
    'x': range(100),
    'group': ['A', 'B'] * 50
})

# Generate response variable
y = rlm(
    formula='x + group',
    beta=[1, 2, 3],
    sigma=1.0,
    data=data
)

Features

• Generate response variables using linear regression structure
• Support for complex formulas using patsy syntax
• Support for categorical variables with custom contrasts