Learn R Programming

gbmt (version 0.1.4)

Group-Based Multivariate Trajectory Modeling

Description

Estimation and analysis of group-based multivariate trajectory models (Nagin, 2018 ; Magrini, 2022 ). The package implements an Expectation-Maximization (EM) algorithm allowing unbalanced panel and missing values, and provides several functionalities for prediction and graphical representation.

Copy Link

Version

Install

install.packages('gbmt')

Monthly Downloads

507

Version

0.1.4

License

GPL-2

Maintainer

Alessandro Magrini

Last Published

December 2nd, 2024

Functions in gbmt (0.1.4)

predict.gbmt

Prediction based on a group-based multivariate trajectory model
achievement

Achievement tests for children
gbmt-package

Group-Based Multivariate Trajectory Modeling
posterior

Posterior probabilities based on a group-based multivariate trajectory model
agrisus

EU agricultural sustainability data
plot.gbmt

Graphics for a group-based multivariate trajectory model
agrisus2

EU agricultural sustainability data (after imputation of missing values)
gbmt

Estimation of a group-based multivariate trajectory model