Geared towards educators interested in developing curriculum related to data analytics. Contains best practices for individual courses and program development. Covers the current tools available in the classroom as well as support programs available to academic institutions and faculty. Topics…
Hardback – 2019-07-10
Auerbach Publications
Data Analytics Applications
Probability and statistical methods, simulation techniques, and modeling tools. This third edition textbook adds R, including codes for data analysis examples, helps students solve problems, make optimal decisions in select stochastic models, probabilities and forecasts, and evaluate performance of…
Hardback – 2019-07-01
Chapman and Hall/CRC
This text is designed for a one-semester junior/senior/graduate-level calculus-based course on probability and statistics, aimed specifically at data science students (including computer science). In addition to calculus, the text assumes basic knowledge of matrix algebra and rudimentary computer…
Paperback – 2019-07-01
Chapman and Hall/CRC
Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops…
Paperback – 2019-06-26
Chapman and Hall/CRC
Chapman & Hall/CRC The R Series
Pharmaceutical development is an iterative process. The recent publications of regulatory guidelines further entail a lifecycle approach. Blending data from disparate sources, the Bayesian approach provides a flexible framework for pharmaceutical development. Despite its advantages, the uptake of…
Hardback – 2019-06-24
Chapman and Hall/CRC
Chapman & Hall/CRC Biostatistics Series
Cancer is a major healthcare burden across the world and impacts not only the people diagnosed with various cancers but also their families, carers, and healthcare systems. With advances in the diagnosis and treatment, more people are diagnosed early and receive treatments for a disease where few…
Hardback – 2019-06-19
Chapman and Hall/CRC
Chapman & Hall/CRC Biostatistics Series
The Statistical Analysis of Multivariate Failure Time Data: A Marginal Modeling Approach provides an innovative look at methods for the analysis of correlated failure times. The focus is on the use of marginal single and marginal double failure hazard rate estimators for the extraction of…
Hardback – 2019-06-18
Chapman and Hall/CRC
Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Statistics for Business has been contrived to serve as a textbook for students in business, computer science, bio-engineering, environmental technology and mathematics. In recent years, Business Statistics are used widely for decision making in business endeavours. It emphasizes statistical…
Hardback – 2019-06-12
Chapman and Hall/CRC
This book provides an in-depth discussion on how data science methods can improve decision making for wind energy applications, from near-ground wind field analysis and forecast, turbine power curve fitting and performance analysis, turbine reliability assessment, and maintenance optimization for…
Hardback – 2019-06-06
Chapman and Hall/CRC
Bayesian Statistical Methods provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. This book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models (…
Hardback – 2019-06-04
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
Dose-response analysis is a technique used to determine the safe and hazardous dosage of drugs, pollutants, and other substances to which humans and other organisms are exposed. This book provides a practical and comprehensive overview of methods for dose-response analysis. It includes many real…
Hardback – 2019-06-01
Chapman and Hall/CRC
Chapman & Hall/CRC The R Series
Mixture Modelling for Medical and Health Sciences provides a direct connection between theoretical developments in mixture modelling and their applications in real world problems. The book describes the development of the most important concepts through comprehensive analyses of real and practical…
Hardback – 2019-05-27
Chapman and Hall/CRC
Chapman & Hall/CRC Biostatistics Series