Multivariate paired data analysis: multilevel PLSDA versus OPLSDA

Modeling Paired Ordinal Response Data

 About 25 years ago, McCullagh proposed a method for modeling univariate ordinal responses. After publishing this paper, other statisticians gradually extended his method, such that we are now able to use more complicated but efficient methods to analyze correlated multivariate ordinal data, and model the relationship between these responses and host of covariates. In this paper, we aim to...

Exploratory Multivariate Data Analysis

Cover The words on the front and back cover pages have been ordered by letting MATLAB ® choose randomly and uniformly from a list of selected keywords. i Preface This PhD dissertation is based on a series of research projects conducted at The Royal Veterinary and Agricultural University (KVL), in the Chemometrics Research Group of Professor Lars Munck and colleagues during the period 1996-99. P...

Multilevel Analysis of Assessment Data

Introduction ......................................................................................................... 390 Data ...................................................................................................................... 391 PIRLS ................................................................................................................ 391 Plausible Value Outcome...

[Paired case-control design and data analysis].

Diseñ o de casos y controles apareado y aná lisis de datos Paired case-control design and data analysis estimació n de la OR es el que se efectú a para datos no apareados. Como ejemplo, veamos el estudio de la asociació n entre el consumo de patatas y la enfermedad (tabla 1). Los autores estiman OR de 8,27 (intervalo de confianza del 95% [IC95%]: 3,43–20,37), que resultaría de realizar el cá lc...

Analysis of Ordinal Paired Comparison Data