Books in Statistics and probability

Artificial Intelligence

1st Edition
Volume 49
August 25, 2023
Arni S.R. Srinivasa Rao + 2 more
English
Hardback
9 7 8 0 4 4 3 1 3 7 6 3 1
eBook
9 7 8 0 4 4 3 1 3 7 6 4 8

Artificial Intelligence, Volume 49 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics. Chapters in this new release include AI Teacher-Student based Adaptive Structural Deep Learning Model and Its Estimating Uncertainty of Image Data, Machine-derived Intelligence: Computations Beyond the Null Hypothesis, Object oriented basis of artificial intelligence methodologies I in Judicial Systems in India, Artificial Intelligence in Systems Biology, Machine-Learning in Geometry and Physics, Innovation and Machine Learning: Crowdsourcing Open-Source Natural Language Processing (NLP) Algorithms to Advance Public Health Surveillance, and more. Other chapters cover Learning and identity testing of Markov chains, Data privacy for machine learning and statistics, and The interface between AI and Mathematics.

Deep Learning

1st Edition
Volume 48
February 28, 2023
Arni S.R. Srinivasa Rao + 2 more
English
Hardback
9 7 8 0 4 4 3 1 8 4 3 0 7
eBook
9 7 8 0 4 4 3 1 8 4 3 1 4

Deep Learning, Volume 48 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics, including Generative Adversarial Networks for Biometric Synthesis, Data Science and Pattern Recognition, Facial Data Analysis, Deep Learning in Electronics, Pattern Recognition, Computer Vision and Image Processing, Mechanical Systems, Crop Technology and Weather, Manipulating Faces for Identity Theft via Morphing and Deepfake, Biomedical Engineering, and more.

Advancements in Bayesian Methods and Implementations

1st Edition
Volume 47
September 30, 2022
Alastair G Young + 2 more
English
Hardback
9 7 8 0 3 2 3 9 5 2 6 8 2
eBook
9 7 8 0 3 2 3 9 5 2 6 9 9

Advancements in Bayesian Methods and Implementation, Volume 47 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics, including Fisher Information, Cramer-Rao and Bayesian Paradigm, Compound beta binomial distribution functions, MCMC for GLMMS, Signal Processing and Bayesian, Mathematical theory of Bayesian statistics where all models are wrong, Machine Learning and Bayesian, Non-parametric Bayes, Bayesian testing, and Data Analysis with humans, Variational inference or Functional horseshoe, Generalized Bayes.

Environmental Data Analysis with MatLab or Python

3rd Edition
August 14, 2022
William Menke
English
Paperback
9 7 8 0 3 2 3 9 5 5 7 6 8
eBook
9 7 8 0 3 2 3 9 5 5 7 7 5

Environmental Data Analysis with MATLAB, Third Edition, is a new edition that expands fundamentally on the original with an expanded tutorial approach, more clear organization, new crib sheets, and problem sets providing a clear learning path for students and researchers working to analyze real data sets in the environmental sciences. The work teaches the basics of the underlying theory of data analysis and then reinforces that knowledge with carefully chosen, realistic scenarios, including case studies in each chapter. The new edition is expanded to include applications to Python, an open source software environment. Significant content in Environmental Data Analysis with MATLAB, Third Edition is devoted to teaching how the programs can be effectively used in an environmental data analysis setting. This new edition offers chapters that can both be used as self-contained resources or as a step-by-step guide for students, and is supplemented with data and scripts to demonstrate relevant use cases.

Geometry and Statistics

1st Edition
Volume 46
June 23, 2022
Frank Nielsen + 2 more
English
Hardback
9 7 8 0 3 2 3 9 1 3 4 5 4
eBook
9 7 8 0 3 2 3 9 1 3 4 6 1

Geometry and Statistics, Volume 46 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors.

Simulation

6th Edition
June 14, 2022
Sheldon M. Ross
English
Hardback
9 7 8 0 3 2 3 8 5 7 3 9 0
eBook
9 7 8 0 3 2 3 8 9 9 6 1 1

Simulation, Sixth Edition continues to introduce aspiring and practicing actuaries, engineers, computer scientists and others to the practical aspects of constructing computerized simulation studies to analyze and interpret real phenomena. Readers will learn to apply the results of these analyses to problems in a wide variety of fields to obtain effective, accurate solutions and make predictions. By explaining how a computer can be used to generate random numbers and how to use these random numbers to generate the behavior of a stochastic model over time, this book presents the statistics needed to analyze simulated data and validate simulation models.

Simulation

6th Edition
June 14, 2022
Sheldon M. Ross
English
Hardback
9 7 8 0 3 2 3 8 5 7 3 9 0
eBook
9 7 8 0 3 2 3 8 9 9 6 1 1

Practical Business Statistics

8th Edition
November 3, 2021
Andrew F. Siegel + 1 more
English
Paperback
9 7 8 0 1 2 8 2 0 0 2 5 4
eBook
9 7 8 0 1 2 8 2 0 0 2 6 1

Practical Business Statistics, Eighth Edition, offers readers a practical, accessible approach to managerial statistics that carefully maintains, but does not overemphasize mathematical correctness. The book fosters deep understanding of both how to learn from data and how to deal with uncertainty, while promoting the use of practical computer applications. This trusted resource teaches present and future managers how to use and understand statistics without an overdose of technical detail, enabling them to better understand the concepts at hand and to interpret results. The text uses excellent examples with real world data relating to business sector functional areas such as finance, accounting, and marketing. Written in an engaging style, this timely revision is class-tested and designed to help students gain a solid understanding of fundamental statistical principles without bogging them down with excess mathematical details.

Sabermetrics

1st Edition
October 27, 2021
Gabriel B. Costa
English
Paperback
9 7 8 0 1 2 8 2 2 3 4 5 1
eBook
9 7 8 0 1 2 8 2 2 3 4 6 8

Sabermetrics: Baseball, Steroids, and How the Game has Changed Over the Past Two Generations offers an introduction to this increasing area of interest to statisticians, students of the game, and many others. Pairing a primer on the applied math with an overview of the origin of the field and its context within baseball today, the work provides an engaging resource for students and interested readers. It includes coverage of relevant baseball history, Bill James and SABR, broken records and steroids. Drawing on the author’s experience teaching the subject at Seton Hall University since 1988, Sabermetrics also offers practice questions and solutions for class use.

Information Geometry

1st Edition
Volume 45
September 26, 2021
Arni S.R. Srinivasa Rao + 2 more
English
Hardback
9 7 8 0 3 2 3 8 5 5 6 7 9
eBook
9 7 8 0 3 2 3 8 5 5 6 8 6

The subject of information geometry blends several areas of statistics, computer science, physics, and mathematics. The subject evolved from the groundbreaking article published by legendary statistician C.R. Rao in 1945. His works led to the creation of Cramer-Rao bounds, Rao distance, and Rao-Blackawellizatio... Fisher-Rao metrics and Rao distances play a very important role in geodesics, econometric analysis to modern-day business analytics. The chapters of the book are written by experts in the field who have been promoting the field of information geometry and its applications.

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Life Sciences

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Social Sciences & Humanities

Health

Books in Statistics and probability

Artificial Intelligence

Deep Learning

Advancements in Bayesian Methods and Implementations

Environmental Data Analysis with MatLab or Python

Geometry and Statistics

Simulation

Simulation

Practical Business Statistics

Sabermetrics

Information Geometry

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