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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
The methods and techniques presented in this book are focused on spatial data and its use in monitoring agricultural resources, farm management, and regional markets. Spatial econometrics models are introduced for different data types relevant to the statistical units adopted in agricultural…
Hardback – 2020-03-15
CRC Press
This book presents and develops the deep data analytics for providing the information needed for successful new product development. Deep Data Analytics for New Product Development has a simple theme: information about what customers need and want must be extracted from data to effectively guide…
Paperback – 2020-03-10
Routledge
Operations research (OR) is a core discipline in military and defense management. Coming to the forefront initially during World War II, OR provided critical contributions to logistics, supply chains, and strategic simulation, while enabling superior decision making for Allied forces. OR has grown…
Hardback – 2020-03-09
Chapman and Hall/CRC
Chapman & Hall/CRC Series in Operations Research
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
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 – 2020-02-18
Chapman and Hall/CRC
Since the early 2000s, there has been increasing interest within the pharmaceutical industry in the application of Bayesian methods at various stages of the research, development, manufacturing, and health economic evaluation of new health care interventions. In 2010, the first Applied Bayesian…
Hardback – 2020-02-17
Chapman and Hall/CRC
Chapman & Hall/CRC Biostatistics Series
This unique resource provides guidelines and tools for implementing solutions to issues that arise in small sample research, illustrating statistical methods that allow researchers to apply the optimal statistical model for their research question when the sample is too small. Researchers often…
Paperback – 2020-02-13
Routledge
European Association of Methodology Series
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
Praise for previous editions:"Gandrud has written a great outline of how a fully reproducible research project should look from start to finish, with brief explanations of each tool that he uses along the way… Advanced undergraduate students in mathematics, statistics, and similar fields as well as…
Paperback – 2020-02-03
Chapman and Hall/CRC
Chapman & Hall/CRC The R Series
The richly illustrated Interactive Web-Based Data Visualization with R, plotly, and shiny focuses on the process of programming interactive web graphics for multidimensional data analysis. It's written for the data analyst who wants to leverage the capabilities of interactive web graphics without…
Paperback – 2020-01-30
Chapman and Hall/CRC
Chapman & Hall/CRC The R Series
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