4 citations · 15 across the 5 of their papers we have counts for
5 papers
Multivariate Generalised Linear Mixed Models With Graphical Latent Covariance Structure
Jeanett S. Pelck, Rodrigo Labouriau
This paper introduces a method for studying the correlation structure of a range of responses modelled by a multivariate generalised linear mixed model (MGLMM). The methodology req…
Conditional Inference for Multivariate Generalised Linear Mixed Models
Jeanett S. Pelck, Rodrigo Labouriau
We propose a method for inference in generalised linear mixed models (GLMMs) and several extensions of these models. First, we extend the GLMM by allowing the distribution of the r…
Multivariate Methods for Detection of Rubbery Rot in Storage Apples by Monitoring Volatile Organic Compounds: An Example of Multivariate Generalised Mixed Models
J. S. Pelck, H. Holthusen, M. Edelenbos +2
This article is a case study illustrating the use of a multivariate statistical method for screening potential chemical markers for early detection of post-harvest disease in stora…
A Multivariate Methodology for Analysing Students' Performance Using Register Data
Jeanett S. Pelck, Rafael Pimentel Maia, Hildete P. Pinheiro +1
We present a new method for jointly modelling the students' results in the university's admission exams and their performance in subsequent courses at the university. The case cons…
Using Multivariate Generalised Linear Mixed Models for Studying Roots Development: An Example Based on Minirhizotron Observations
Jeanett S. Pelck, Rodrigo Labouriau
The characterisation of the spatial and temporal distribution of the root system in a cultivated field depends on the soil volume occupied by the root systems (the scatter), and th…