Catálogo de libros Probabilidad Y Estadística

Jeffrey R. Wilson / Kent A. Lorenz / Lori P. Selby

This book is an updated edition of Modeling Binary Correlated Responses Using SAS, SPSS and R, and now it includes the use of STATA. It uses these Statistical tools to analyze correlated binary data, accessible to practitioners in a single volume. Chapters cover recently developed statistical tools and statistical packages, as well as showcase both traditional and new methods ...

Disponible

208,75 €

Artificial Intelligence and Edge Computing for Sustainable Ocean Health

Artificial Intelligence and Edge Computing for Sustainable Ocean Health explores the transformative role of AI and edge computing in preserving and enhancing ocean health. The growing influence of Artificial Intelligence (AI), along with the Internet of Things (IoT) in generating wide coverage of sensor networks, and Edge Computing (EC) has paved the way for investigation of un...

Disponible

261,52 €

Selected Topics in Statistical Inference

Bikas K. Sinha / Manisha Pal

This book focuses exclusively on the domain of parametric inference and that, too, from a reader’s perspective, i.e., covering only point estimation of parameter(s). It covers those topics in parametric inference which need clarity of exposure to students, researchers, and teachers alike; mere statements of theorems and proofs may not always reveal the inner beauty and signific...

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129,88 €

Deep Generative Modeling

Jakub M. Tomczak

This first comprehensive book on models behind Generative AI has been thoroughly revised to cover all major classes of deep generative models: mixture models, Probabilistic Circuits, Autoregressive Models, Flow-based Models, Latent Variable Models, GANs, Hybrid Models, Score-based Generative Models, Energy-based Models, and Large Language Models. In addition, Generative AI Syst...

Disponible

84,74 €

Document Analysis and Recognition - ICDAR 2024 Workshops

This two-volume set LNCS 14935-14936 constitutes the proceedings of International Workshops co-located with the 18th International Conference on Document Analysis and Recognition, ICDAR 2024, held in Athens, Greece, during August 30-31, 2024.The total of 30 regular papers presented in these proceedings were carefully selected from 46 submissions.Part I contains 16 regular paper...

Disponible

83,84 €

Probability Analysis of Selected Population Models

Aadil LAHROUZ / Adel SETTATI / Mourad EL IDRISSI

This book explores the dynamics of some population models under stochastic perturbations and regime switching across different environmental patches. By integrating Markovian switching processes, we investigate the stability and ergodicity characteristics of the model, providing insights into how random fluctuations and discrete regime shifts impact population persistence and e...

Disponible

75,58 €

Upper Bounds for Grothendieck Constants, Quantum Correlation Matrices and CCP Functions

Frank Oertel

This book concentrates on the famous Grothendieck inequality and the continued search for the still unknown best possible value of the real and complex Grothendieck constant (an open problem since 1953). It describes in detail the state of the art in research on this fundamental inequality, including Krivine’s recent contributions, and sheds light on related questions in mathem...

Disponible

83,79 €

Artificial Intelligence for Science (AI4S)

Fei-Yue Wang / Qinghai Miao

This book presents a comprehensive framework for analyzing, evaluating, and guiding AI for Sciences (AI4Sci) research, offering a unified approach that facilitates analysis across various academic fields through a shared set of dimensions and indicators. It provides a systematic overview of recent AI4Sci advances in various disciplines and offers insights into the latest issues...

Disponible

72,31 €

Document Analysis Systems

This book constitutes the refereed proceedings of the 16th IAPR International Workshop on Document Analysis Systems, DAS 2024, held in Athens, Greece, during August 30-31, 2024.The 27 full papers presented were carefully reviewed and selected from 43 submissions addressing topics like: document analysis and understanding; retrieval and VQA; layout analysis; document classifica...

Disponible

102,40 €

Flexible Nonparametric Curve Estimation

Hassan Doosti

This book delves into the realm of nonparametric estimations, offering insights into essential notions such as probability density, regression, Tsallis Entropy, Residual Tsallis Entropy, and intensity functions.Through a series of carefully crafted chapters, the theoretical foundations of flexible nonparametric estimators are examined, complemented by comprehensive numerical st...

Disponible

221,83 €

Handbook of Trustworthy Federated Learning

This handbook aims to serve as a one-stop, reliable resource, including curated surveys and expository contributions on federated learning. It covers a comprehensive range of topics, providing the reader with technical and non-technical fundamentals, applications, and extensive details of various topics. The readership spans from researchers and academics to practitioners who a...

Disponible

326,77 €

Embedded Artificial Intelligence

Bin Li

This book focuses on the emerging topic of embedded artificial intelligence and provides a systematic summary of its principles, platforms, and practices. In the section on principles, it analyzes three main approaches for implementing embedded artificial intelligence: cloud computing mode, local mode, and local-cloud collaborative mode. The book identifies five essential compo...

Disponible

79,34 €

Database Systems for Advanced Applications

The seven-volume set LNCS 14850-14856 constitutes the proceedings of the 29th International Conference on Database Systems for Advanced Applications, DASFAA 2024, held in Gifu, Japan, in July 2024.The total of 147 full papers, along with 85 short papers, presented together in this seven-volume set was carefully reviewed and selected from 722 submissions.Additionally, 14 industr...

Disponible

101,89 €

Sign Language Processing

Achraf Othman

In a world where communication is key to human connection, understanding, and learning from one another, the book investigates the rich and intricate world of sign languages, highlighting the fascinating complexities of visual-spatial languages and their unique role in bridging the gap between hearing and deaf communities through information and communication technology.The boo...

Disponible

208,32 €

LECTURES PROBABILITY & STATISTICS GRADUATE-LEVEL ECONOMICS

ANTONIO JIMENEZ-MARTINEZ

Sound knowledge of rigorous probability and statistics methods is essential to pursue graduate studies in economics. These sorts of tools are largely required to conduct research in modern fields of economics such as economic theory, empirical economics, experimental economics, or data science for economics.These notes provide an intuitive roadmap to navigate graduate-level cou...

Disponible

117,80 €

Real Analysis Methods for Markov Processes

Kazuaki Taira

This book is devoted to real analysis methods for the problem of constructing Markov processes with boundary conditions in probability theory. Analytically, a Markovian particle in a domain of Euclidean space is governed by an integro-differential operator, called the Waldenfels operator, in the interior of the domain, and it obeys a boundary condition, called the Ventcel (Went...

Disponible

256,34 €

Database Systems for Advanced Applications

The seven-volume set LNCS 14850-14856 constitutes the proceedings of the 29th International Conference on Database Systems for Advanced Applications, DASFAA 2024, held in Gifu, Japan, in July 2024.The total of 147 full papers, along with 85 short papers, presented together in this seven-volume set was carefully reviewed and selected from 722 submissions.Additionally, 14 industr...

Disponible

102,12 €

Machine Learning in Single-Cell RNA-seq Data Analysis

Khalid Raza

This book provides a concise guide tailored for researchers, bioinformaticians, and enthusiasts eager to unravel the mysteries hidden within single-cell RNA sequencing (scRNA-seq) data using cutting-edge machine learning techniques. The advent of scRNA-seq technology has revolutionized our understanding of cellular diversity and function, offering unprecedented insights into th...

Disponible

72,25 €

Data Science and Risk Analytics in Finance and Insurance

Haipeng Xing / Tze Leung Lai

This book presents statistics and data science methods for risk analytics in quantitative finance and insurance. The book offers a non-technical introduction to four key areas in financial technology: artificial intelligence, blockchain, cloud computing, and big data analytics. ...

Disponible

131,75 €

NON-UNIFORM RIEMANN APPROACH TO STOCHASTIC INTEGRATION, THE

Tin Lam Toh / Tuan Seng Chew / TUAN SENG CHEW TIN VARAYU BOONPOGKRONG / Varayu Boonpogkrong

This is the first book that presents the theory of stochastic integral using the generalized Riemann approach. Readers who are familiar with undergraduate calculus and want to have an easy access to the theory of stochastic integral will find most of this book pleasantly readable, especially the first four chapters. The references to the theory of classical stochastic integral ...

Disponible

93,75 €

Advanced Techniques in Control Charting

Dr. V B Ghute / Dr. V K Ghadage

The book Advanced Techniques in Control Charting for Process Monitoring offers a timely and insightful look into the contemporary uses of control charts. It delivers a comprehensive analysis of advanced methods, focusing on their impact in optimizing process control, improving quality, and increasing efficiency across multiple industries. Covering topics such as the integration...

Disponible

113,01 €

INTRO TO CALCUL VARIA (4TH ED)

BERNARD DACOROGNA

The calculus of variations is one of the oldest subjects in mathematics, and it is very much alive and still evolving. Besides its mathematical importance and its links to other branches of mathematics, such as geometry or differential equations, it is widely used in physics, engineering, economics and biology.This book serves both as a guide to the expansive existing literatur...

Disponible

154,36 €

PROBLEMS & SOLUTIONS IN STOCHASTIC CALCULUS WITH APPLN

KAIS HAMZA FIMA C KLEBANE PATRIK ALBIN

Problems and Solutions in Stochastic Calculus with Applications exposes readers to simple ideas and proofs in stochastic calculus and its applications. It is intended as a companion to the successful original title Introduction to Stochastic Calculus with Applications (Third Edition) by Fima Klebaner. The current book is authored by three active researchers in the fields of pro...

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194,59 €

Probability and Stochastic Processes

The book collects papers on several topics in probability and stochastic processes. These papers have been presented at a conference organised in honour of Professor Rajeeva L. Karandikar who turned 65 in 2021. He was a distinguished researcher and a teacher at the Indian Statistical Institute (ISI), Delhi Centre, for many years. He has been a multi-faceted academician, interac...

Disponible

159,24 €

Extreme Value Theory for Time Series

Olivier Wintenberger / Thomas Mikosch

This book deals with extreme value theory for univariate and multivariate time series models characterized by power-law tails. These include the classical ARMA models with heavy-tailed noise and financial econometrics models such as the GARCH and stochastic volatility models.Rigorous descriptions of power-law tails are provided through the concept of regular variation. Several ...

Disponible

247,22 €

Unlocking Artificial Intelligence

This open access book provides a state-of-the-art overview of current machine learning research and its exploitation in various application areas. It has become apparent that the deep integration of artificial intelligence (AI) methods in products and services is essential for companies to stay competitive. The use of AI allows large volumes of data to be analyzed, patterns and...

Disponible

73,80 €

An Introduction to Panel Data QCA in R

Preya Bhattacharya

This book discusses and compares four different approaches towards analyzing panel data in QCA. It introduces QCA as a research approach, then discusses the most important assumptions, and steps like set-calibration and theory-testing, and demonstrates each of the four panel data approaches. ...

Disponible

139,90 €

The Art of Finding Hidden Risks

Sidney Resnick

This text gives a comprehensive, largely self-contained treatment of multivariate heavy tail analysis. Emphasizing regular variation of measures means theory can be presented systematically and without regard to dimension. Tools are developed that allow a flexible definition of 'extreme' in higher dimensions and permit different heavy tails to coexist on the same state space le...

Disponible

85,69 €

Catálogo de libros: Probabilidad y estadística

9170 Catálogo de libros: Probabilidad y estadística