Probability & Statistics

SHORTLISTED FOR THE ROYAL SOCIETY TRIVEDI SCIENCE BOOK PRIZE 2024'Fascinating, witty and perspective-shifting' Oliver Burkeman'A remarkable book ab...

This monograph highlights the connection between the theory of neutron transport and the theory of non-local branching processes. By detailing this...

This textbook provides a comprehensive exploration of anomalous stochastic processes and extreme events, commonly referred to as black swans, with ...

This book is about doing microeconometrics, defined by Cameron and Trivedi (2005) as « the analysis of individual-level data on the economic behavi...

Now in its second edition, this edited book presents recent progress and techniques in partial least squares path modeling (PLS-PM), and provides a...

This book presents the fundamental theoretical notions of supervised machine learning along with a wide range of applications using Python, R, and ...

Geocomputation with Python is a comprehensive resource for working with geographic data with the most popular programming language in the world. Th...

Geocomputation with Python is a comprehensive resource for working with geographic data with the most popular programming language in the world. Th...

This book offers a comprehensive reference guide to neutrosophic theory and its applications in decision-making in numerous disciplines, ranging fr...

This book constitutes the refereed proceedings of the 20th European Workshop on Computer Performance Engineering, EPEW 2024, held in Venice, Italy,...

This book presents the latest developments in the theory and applications of time series analysis and forecasting. Comprising a selection of refere...

This textbook investigates in detail the methods for stochastic dynamic response and stability analyses of nonlinear systems (especially ships and ...

Power and Sample Size in R guides the reader through power and sample size calculations for a wide variety of study outcomes and designs and illust...

This volume contains the contributions of the participants of the 14th ISAAC congress, held at the University of São Paulo, Campus Ribeirão Preto, ...

This volume contains the contributions of the participants of the 14th ISAAC congress, held at the University of São Paulo, Campus Ribeirão Preto, ...

In the rapidly evolving domain of computational problem-solving, this book delves into the cutting-edge Automatic Generation of Algorithms (AGA) pa...

Reasoning from inconclusive evidence, or 'induction', is central to science and any applications we make of it. For that reason alone it demands th...

This book focuses on the statistical modeling of geophysical and environmental data using Bayesian latent Gaussian models. The structure of these m...

The primary purpose of this book is to introduce the reader to a wide variety of interesting and useful connections, relationships, and equivalenci...

This monograph presents a theoretical background and a broad introduction to the Min-Max Framework for Majorization-Minimization (MM4MM), an algori...

Reasoning from inconclusive evidence, or 'induction', is central to science and any applications we make of it. For that reason alone it demands th...

This book describes the diverse applications of Gaussian Process (GP) models in mathematical finance. Spurred by the transformative influence of ma...

A Hands-On Way to Learning Data AnalysisPart of the core of statistics, linear models are used to make predictions and explain the relationship bet...

The Craft of Political Research is a non-technical introduction to research design and analysis in political science, emphasizing the choices we ma...

The Craft of Political Research is a non-technical introduction to research design and analysis in political science, emphasizing the choices we ma...

This Element surveys the various lines of work that have applied algorithmic, formal, mathematical, statistical, and/or probabilistic methods to th...

This Element surveys the various lines of work that have applied algorithmic, formal, mathematical, statistical, and/or probabilistic methods to th...

This book presents a comprehensive, innovative, integrated, and empirically effective system for cross-sectionally analyzing prices of government b...

This textbook presents some basic stochastic processes, mainly Markov processes. It begins with a brief introduction to the framework of stochastic...

This book reviews and synthesizes studies on local and regional occupancy and abundance of Neotropical mammals from central Mexico to South America...

This volume teaches readers how to sort through the vast mountain of climate and environmental science data to extract actionable insights. With th...

This textbook covers the fundamentals of reliability theory and its application for engineering processes, especially for aircraft units and system...

This volume features a collection of peer-reviewed contributions from the biannual conference organized by the Mexican Statistical Society, held in...