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Contributions to Biostatistics

and Clinical & Epidemiological Studies

This prospect book is a compilation of selected articles that I have published with many different co-authors during a period of 30 years. The book is organized in four chapters based on the research area of the articles. 

This four research areas are: Multi-state Markov Regression Models and Disease Progression; Classification with Unbalanced Longitudinal Data; Arsenic Exposure and Human Health; and Quality of Care in Medical Units. 

Contents:

Preface Guillermo Marshall

 

Chapter 1. Multi-state Markov Regression Models and Disease Progression

1.1 Theory (Unpublished work)

1.2 Statistics in Medicine

1.3 Ordinal Models (Unpublished work)

1.4 Computer Program

1.5 Retinopathy

Chapter 2. Classification with Unbalanced Longitudinal Data

2.1 Discriminant

2.2 Non Linear Multivariate

2.3 Biometrics

2.4 Cluster

2.5 Model-based clustering for longitudinal data

2.6 Salas

 

Chapter 3. Arsenic Exposure and Human Health

3.1 Fifty years

3.2 Increased Mortality from Lung Cancer

3.3 Acute myocardial infarction mortality

3.4 Increased childhood liver cancer mortality

3.5 Mortality in young adults following in utero and childhood exposure to arsenic

 

Chapter 4. Quality of Care in Medical Units: 

4.1 Prospective

4.2 TSMO

4.3 Neocosur Score

4.4 Assessment

4.5 LOS

Current Draft of the Book

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© Colecciones de  Guillermo Marshall 2022

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