Dependence Models Via Hierarchical Structures

"Intended for senior undergraduate and postgraduate students, this text explores how to construct dependence models including exchangeable, Markov, temporal and spatial models. Readers are empowered to be creative and construct their own dependence models. Examples appear throughout, and multiple applications with data and code are provided"--

About the author

Luis E. Nieto-Barajas is Full Professor and Head of the Department of Statistics at the Instituto Tecnológico Autónomo de México (ITAM). He was previously President of the Mexican Statistical Association (2020–2021). For his thesis, he won the Savage Award (2001) and Francisco Aranda Ordaz Awards (2002–2004).

Product details

• Authors: Luis E. Nieto-Barajas, Luis E. (Instituto Tecnologico Auto Nieto-Barajas
• Publisher: Cambridge University Press ELT
• Languages: English
• Product format: Hardback
• Released: 31.05.2025
• EAN: 9781009584111
• ISBN: 978-1-0-0958411-1
• No. of pages: 149
• Series: Institute of Mathematical Statistics Monographs
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Social sciences, law, business > Media, communication > Communication science; MATHEMATICS / Probability & Statistics / General, Probability & statistics, Probability and statistics, Research methods: general