jmcm 0.1.3

A statistical package for fit the joint mean-covariance models

jmcm

Description

jmcm is an open-source Python package for fitting the joint mean-covariance models for longitudinal data.

It provides:

• function to estimate parameters for the mean, innovation variance, and generalised auto-regressive coefficient
• function to do the Wald hypothesis tests to check the significance of the parameters
• model selection procedures
• bootstrap method to plot the curves for the mean, innovation variance, and generalised auto-regressive coefficient

Source code

https://github.com/Xuerui-Yang/jmcm

Installation

pip install jmcm