Chapman & Hall/CRC Texts in Statistical Science – serie
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276 produkter
Statistics in Engineering
With Examples in MATLAB® and R, Second Edition
Av Andrew Metcalfe, David Green m. fl.
Häftad, 2020
695 kr
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Engineers are expected to design structures and machines that can operate in challenging and volatile environments, while allowing for variation in materials and noise in measurements and signals. Statistics in Engineering, Second Edition: With Examples in MATLAB and R covers the fundamentals of …
Bayesian Data Analysis
Av Andrew Gelman, John B. Carlin m. fl.
Inbunden, 2013
1512 kr
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Winner of the 2016 De Groot Prize from the International Society for Bayesian AnalysisNow in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data …
Statistical Rethinking
A Bayesian Course with Examples in R and STAN
Inbunden, 2020
1515 kr
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Winner of the 2023 De Groot Prize awarded by the International Society for Bayesian Analysis (ISBA)Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds your knowledge of and confidence in making inferences from data. Reflecting the need for scripting in today's model-based …
Time Series
A Data Analysis Approach Using R
Av David S. Stoffer, Robert H. Shumway
Inbunden, 2026
3082 kr
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The goals of this new, second edition of this book are to develop the skills and an appreciation for the richness and versatility of modern time series analysis as a tool for analyzing dependent data. An expanded feature of this edition is the inclusion of many nontrivial data sets illustrating the …
Foundations of Bayesian Statistics for Data Scientists
With R and Python
Av Alan Agresti, Ranjini Grove m. fl.
Häftad, 2026
929 kr
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This book is an overview of the Bayesian approach to applying the most important inferential methods of statistical science. It is designed as a textbook for advanced undergraduate and master’s students in Data Science, Statistics, or Mathematics who are interested in learning about Bayesian …
Extending the Linear Model with R
Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition
Inbunden, 2016
1530 kr
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Start Analyzing a Wide Range of Problems Since the publication of the bestselling, highly recommended first edition, R has considerably expanded both in popularity and in the number of packages available. Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric …
Introduction to Generalized Linear Models
Av Annette J. Dobson, Adrian G. Barnett
Häftad, 2018
1252 kr
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An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection, …
Introduction to Probability, Second Edition
Av Joseph K. Blitzstein, Jessica Hwang
Inbunden, 2019
1237 kr
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Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and toolsfor understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google …
Sampling
Design and Analysis
Inbunden, 2021
1204 kr
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"The level is appropriate for an upper-level undergraduate or graduate-level statistics major. Sampling: Design and Analysis (SDA) will also benefit a non-statistics major with a desire to understand the concepts of sampling from a finite population. A student with patience to delve into the rigor …
Generalized Linear Mixed Models
Modern Concepts, Methods and Applications
Av Walter W. Stroup, Marina Ptukhina m. fl.
Inbunden, 2024
1530 kr
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Generalized Linear Mixed Models: Modern Concepts, Methods, and Applications (2nd edition) presents an updated introduction to linear modeling using the generalized linear mixed model (GLMM) as the overarching conceptual framework. For students new to statistical modeling, this book helps them see …
Statistical Inference
Av George Casella, Roger Berger
Inbunden, 2024
1226 kr
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This classic textbook builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and natural extensions, and …
Markov Chain Monte Carlo
Stochastic Simulation for Bayesian Inference
Av Dani Gamerman, Hedibert F. Lopes m. fl.
Inbunden, 2026
2525 kr
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Marking a pivotal moment in the evolution of Bayesian inference, this third edition of this seminal textbook on Markov Chain Monte Carlo (MCMC) methods reflects the profound transformations in both the fields of statistics and the broader landscape of data science over the past two decades. …
Surrogates
Gaussian Process Modeling, Design, and Optimization for the Applied Sciences
Häftad, 2021
710 kr
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Surrogates: a graduate textbook, or professional handbook, on topics at the interface between machine learning, spatial statistics, computer simulation, meta-modeling (i.e., emulation), design of experiments, and optimization. Experimentation through simulation, "human out-of-the-loop" statistical …
Surrogates
Gaussian Process Modeling, Design, and Optimization for the Applied Sciences
Inbunden, 2020
2144 kr
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Surrogates: a graduate textbook, or professional handbook, on topics at the interface between machine learning, spatial statistics, computer simulation, meta-modeling (i.e., emulation), design of experiments, and optimization. Experimentation through simulation, "human out-of-the-loop" statistical …
Models for Multi-State Survival Data
Rates, Risks, and Pseudo-Values
Av Per Kragh Andersen, Henrik Ravn
Inbunden, 2023
1575 kr
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Multi-state models provide a statistical framework for studying longitudinal data on subjects when focus is on the occurrence of events that the subjects may experience over time. They find application particularly in biostatistics, medicine, and public health. The book includes mathematical detail …
Theory of Spatial Statistics
A Concise Introduction
Häftad, 2019
1032 kr
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Theory of Spatial Statistics: A Concise Introduction presents the most important models used in spatial statistics, including random fields and point processes, from a rigorous mathematical point of view and shows how to carry out statistical inference. It contains full proofs, real-life examples …
Theory of Spatial Statistics
A Concise Introduction
Inbunden, 2019
2759 kr
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Theory of Spatial Statistics: A Concise Introduction presents the most important models used in spatial statistics, including random fields and point processes, from a rigorous mathematical point of view and shows how to carry out statistical inference. It contains full proofs, real-life examples …
Modern Data Science with R
Av Benjamin S. Baumer, Daniel T. Kaplan m. fl.
Inbunden, 2021
1530 kr
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From a review of the first edition: "Modern Data Science with R… is rich with examples and is guided by a strong narrative voice. What’s more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American …
Introduction to Nonparametric Statistics
Inbunden, 2020
1530 kr
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An Introduction to Nonparametric Statistics presents techniques for statistical analysis in the absence of strong assumptions about the distributions generating the data. Rank-based and resampling techniques are heavily represented, but robust techniques are considered as well. These techniques …
Time Series
A Data Analysis Approach Using R
Av Robert Shumway, David Stoffer
Inbunden, 2019
1183 kr
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The goals of this text are to develop the skills and an appreciation for the richness and versatility of modern time series analysis as a tool for analyzing dependent data. A useful feature of the presentation is the inclusion of nontrivial data sets illustrating the richness of potential …
Bayes Rules!
An Introduction to Applied Bayesian Modeling
Av Alicia A. Johnson, Miles Q. Ott m. fl.
Häftad, 2022
1076 kr
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An engaging, sophisticated, and fun introduction to the field of Bayesian statistics, Bayes Rules!: An Introduction to Applied Bayesian Modeling brings the power of modern Bayesian thinking, modeling, and computing to a broad audience. In particular, the book is an ideal resource for advanced …
Geographic Data Science with Python
Av Sergio Rey, Dani Arribas-Bel m. fl.
Inbunden, 2023
2525 kr
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This book provides the tools, the methods, and the theory to meet the challenges of contemporary data science applied to geographic problems and data. In the new world of pervasive, large, frequent, and rapid data, there are new opportunities to understand and analyze the role of geography in …
Survival Analysis
Principles and Applications in Clinical Trials and Beyond
Av Song Yang
Inbunden, 2026
1575 kr
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Survival analysis is crucial in many fields, including biomedical research, actuarial science, reliability analysis, business and customer analytics, econometrics, and social science. It has witnessed significant advancements in recent decades. However, most of this progress remains in scattered …
Applied Nonparametric Statistical Methods
Av Nigel Smeeton, Neil H. Spencer m. fl.
Inbunden, 2025
1530 kr
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Nonparametric statistical methods minimize the number of assumptions that need to be made about the distribution of data being analysed, unlike classical parametric methods. As such, they are an essential part of a statistician’s armoury, and this book is an essential resource in their application. …
Randomization, Bootstrap and Monte Carlo Methods in Biology
Av Bryan F.J. Manly, Jorge A. Navarro Alberto
Inbunden, 2020
2144 kr
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Modern computer-intensive statistical methods play a key role in solving many problems across a wide range of scientific disciplines. Like its bestselling predecessors, the fourth edition of Randomization, Bootstrap and Monte Carlo Methods in Biology illustrates a large number of statistical …
Bayesian Networks
With Examples in R
Av Marco Scutari, Jean-Baptiste Denis
Inbunden, 2021
1575 kr
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Bayesian Networks: With Examples in R, Second Edition introduces Bayesian networks using a hands-on approach. Simple yet meaningful examples illustrate each step of the modelling process and discuss side by side the underlying theory and its application using R code. The examples start from the …
Probability, Statistics, and Data
A Fresh Approach Using R
Av Darrin Speegle, Bryan Clair
Inbunden, 2021
1530 kr
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This book is a fresh approach to a calculus based, first course in probability and statistics, using R throughout to give a central role to data and simulation.The book introduces probability with Monte Carlo simulation as an essential tool. Simulation makes challenging probability questions …
Elementary Applications of Probability Theory
Häftad, 2019
1017 kr
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This book provides a clear and straightforward introduction to applications of probability theory with examples given in the biological sciences and engineering.The first chapter contains a summary of basic probability theory. Chapters two to five deal with random variables and their applications. …
Statistics in Research and Development
Av R. Caulcutt
Häftad, 2019
1046 kr
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Many scientists and technologists would like to carry out their own statistical analyses without reference to a professional statistician. Often, however, they have no knowledge of statistics or otherwise do not know how to apply it to research and development problems. The first edition of …
Applied Statistics
Handbook of GENSTAT Analysis
Häftad, 2019
724 kr
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GENSTAT is a general purpose statistical computing system with a flexible command language operating on a variety of data structures. It may be used on a number of computer ranges, either interactively for exploratory data analysis, or in batch mode for standard data analysis.The great flexibility …
