Statistical Inference Based on the likelihood: Based on the likelihood

The Likelihood is a key role in statistical theory and methods,this book introduces it from a classical viewpoint and demonstrates how the main body of currently used statistical techniques can be generated from it.

Format: Paperback / softback
Length: 352 pages
Publication date: 21 January 2023
Publisher: Taylor & Francis Ltd

The Likelihood plays a pivotal role in both introducing fundamental concepts of statistical theory and in developing tailored methodologies. This comprehensive book delves into likelihood-based statistical theory and associated methods, presenting them from a classical perspective. By elucidating the core principles behind widely employed statistical techniques, particularly the likelihood, the author illustrates how a handful of key concepts can forge the foundation of a vast array of statistical approaches.

The author emphasizes the selection of methods that possess a robust theoretical foundation and practical significance. Through rigorous formal justifications and comprehensive numerical examples accompanied by real-world data, the author elucidates the rationale and applications of these methods. This book serves as a valuable resource for students, researchers, and practitioners seeking to grasp the intricacies of likelihood-based statistical theory and its practical applications. By unraveling the power of the likelihood, readers gain a deeper understanding of the statistical landscape and the tools necessary to analyze and interpret data with confidence.

Weight: 650g
Dimension: 216 x 138 (mm)
ISBN-13: 9781032478012