Statistical Computing Products

  • Bayesian inference with INLA

    1st Edition

    By Virgilio Gomez-Rubio

    The integrated nested Laplace approximation (INLA) is a recent computational method that can fit Bayesian models in a fraction of the time required by typical Markov chain Monte Carlo (MCMC) methods. INLA focuses on marginal inference on the model parameters of latent Gaussian Markov random fields…

    Hardback – 2020-04-01 
    Chapman and Hall/CRC

  • Practical Spatial Statistics

    Fundamental Theories, Techniques and Applications, 1st Edition

    By Qian (Chayn) Sun

    Practical Spatial Statistics is designed as an introductory text for entry-level programmers utilizing statistics and spatial analysis for GIS. The book presents fundamental statistics and GIS theories and concepts. It elaborates on how to conceptualize spatial problems, organize spatial dataset…

    Hardback – 2020-03-01 
    CRC Press

  • Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare

    1st Edition

    By Mark Chang

    Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics. While much of machine-learning is statistics-based, achievements in deep learning for image and language processing rely on computer…

    Hardback – 2020-02-12 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Biostatistics Series

  • Basketball Data Science

    With Applications in R, 1st Edition

    By Paola Zuccolotto, Marica Manisera

    Using data from one season of NBA games, Basketball Data Science: With Applications in R is the perfect book for anyone interested in learning and applying data analytics in basketball. Whether assessing the spatial performance of an MBA player’s shots or doing an analysis of the impact of…

    Paperback – 2020-01-21 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Data Science Series

  • Surrogates

    Gaussian Process Modeling, Design, and Optimization for the Applied Sciences, 1st Edition

    By Robert B. Gramacy

    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…

    Hardback – 2020-01-02 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Texts in Statistical Science

  • Angular Statistics

    1st Edition

    By A V Dattatreya Rao, S V S Girija

    Directional data arise in the form of circular / semicircular / axial, symmetric / asymmetric, uni / bimodal data, in practical situations of varied fields. For the purpose of modeling such kind of data sets, the data scientists found that existing models as inadequate. As there is paucity of…

    Hardback – 2019-12-23 
    Chapman and Hall/CRC

  • Statistical Programming in SAS

    2nd Edition

    By A. John Bailer

    Statistical Programming in SAS Second Edition provides a foundation for programming to implement statistical solutions using SAS, a system that has been used to solve data analytic problems for more than 40 years. The author includes motivating examples to inspire readers to generate programming…

    Paperback – 2019-12-19 
    Chapman and Hall/CRC

  • Probability and Bayesian Modeling

    1st Edition

    By Jim Albert, Jingchen Hu

    Probability and Bayesian Modeling is an introduction to probability and Bayesian thinking for undergraduate students with a calculus background. The first part of the book provides a broad view of probability including foundations, conditional probability, discrete and continuous distributions, and…

    Hardback – 2019-12-17 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Texts in Statistical Science

  • Introduction to Web Mapping

    1st Edition

    By Michael Dorman

    A web map is an interactive display of geographic information, in the form of a web page, that you can use to tell stories and answer questions. Web maps have numerous advantages over traditional mapping techniques, such as the ability to display up-to-date or even real-time information, easy…

    Paperback – 2019-12-15 
    Chapman and Hall/CRC

  • Computer Intensive Methods in Statistics

    1st Edition

    By Silvelyn Zwanzig, Behrang Mahjani

    This book gives an overview of statistical methods that have been developed during the last years due to increasing computer use, including random number generators, Monte Carlo methods, Markov Chain Monte Carlo (MCMC) methods, Bootstrap, EM algorithms, SIMEX, variable selection, density estimators…

    Paperback – 2019-12-13 
    Chapman and Hall/CRC

  • Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

    1st Edition

    By Chester Ismay, Albert Y. Kim

    Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for…

    Paperback – 2019-12-13 
    Chapman and Hall/CRC
    Chapman & Hall/CRC The R Series

  • Data Science and Machine Learning

    Mathematical and Statistical Methods, 1st Edition

    By Dirk P. Kroese, Zdravko Botev, Thomas Taimre, Radislav Vaisman

    "This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine learning techniques. It hits all the right notes: the choice of topics is up-to-date and perfect for a course on data science for mathematics students at the advanced undergraduate or…

    Hardback – 2019-11-21 
    Chapman and Hall/CRC
    Chapman & Hall/CRC Machine Learning & Pattern Recognition

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