Salary

<p>Data collected from the Chronicle of Higher Education web site reporting the average faculty salaries from 696 universities presented in the form of a 2 by 3 by 13 -dimensional tensor.</p>

datasets

Provides matrix Gaussian mixture models, matrix transformation mixture models and their model-based clustering results. The parsimonious models of the mean matrices and variance covariance matrices are implemented with a total of 196 variations. For more information, please check: Xuwen Zhu, Shuchismita Sarkar, and Volodymyr Melnykov (2021), "MatTransMix: an R package for matrix model-based clustering and parsimonious mixture modeling",  <doi:10.1007/s00357-021-09401-9>.

Xuwen Zhu

MatTransMix

Clustering with Matrix Gaussian and Matrix Transformation
Mixture Models

Volodymyr Melnykov

Shuchismita Sarkar

Michael Hutt

Stephen Moshier

Rouben Rostamian

Carl Edward Rasmussen

Dianne Cook

Salary function

<p>A list of 2 objects: Y, uni_info. Y represents the salary data array from 696 universities. uni_info has the university names, state and category. Y is of dimensionality 2 by 3 by 13 categorized by the following factors: gender (Male, Female), professor rank (Assistant, Associate, Full), and academic year (2003-2004,2015-2016).</p>

Format

Salary data — Salary

Salary data

Salary: Salary data

Description

Usage

Arguments

Format

Details

Examples