Based on the authors' lecture notes, this text presents concise yet complete coverage of statistical inference theory, focusing on the fundamental classical principles. Unlike related textbooks, it ……続きを見る
A comprehensive and current introduction to the fundamentals of regression analysis
Introduction to Linear Regression Analysis, 6th Edition is the most comprehensive, fulsome, and current examinatio……続きを見る
Normalizing flows, diffusion normalizing flows and variational autoencoders are powerful generative models. This Element provides a unified framework to handle these approaches via Markov chains. Th……続きを見る
An insightful guide to understanding and visualizing multivariate statistics using SAS®, STATA®, and SPSS®
Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach outli……続きを見る
Dieses Werk ermöglicht ein vertieftes Verständnis des Wahrscheinlichkeitsbegriffs. Es richtet sich an alle, die in ihrer wissenschaftlichen Arbeit, sei es während des Studiums oder in einem anderen ……続きを見る
A key pedagogical feature of the textbook is the accessible approach to probability concepts through examples with explanations and problems with solutions. The reader is encouraged to simulate in M……続きを見る
This volume contains survey articles on various aspects of stochastic partial differential equations (SPDEs) and their applications in stochastic control theory and in physics.The topics presented i……続きを見る
