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A Computational Approach to Statistical Learning

1st Edition

Taylor Arnold, Michael Kane, Bryan W. Lewis
January 29, 2019

A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide minimal...

Statistical Methods in Psychiatry Research and SPSS

2nd Edition

M. Venkataswamy Reddy
January 23, 2019

This volume, Statistical Methods in Psychiatry Research and SPSS, now going into its second edition, has been helping psychiatrists expand their knowledge of statistical methods and fills the gaps in their applications as well as introduces data analysis software. It addresses the statistical needs...

Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Third Edition

3rd Edition

Russell G. Congalton, Kass Green
January 21, 2019

The past 10 years have brought amazing changes to the technologies used to turn remotely sensed data into maps. As a result, the principles and practices necessary for assessing the accuracy of those maps have also evolved and matured. This third edition of Assessing the Accuracy of Remotely Sensed...

Theory of Sampling and Sampling Practice, Third Edition

3rd Edition

Francis F. Pitard
January 21, 2019

A step-by-step guide for anyone challenged by the many subtleties of sampling particulate materials. The only comprehensive document merging the famous works of P. Gy, I. Visman, and C.O. Ingamells into a single theory in a logical way - the most advanced book on sampling that can be used by...

Data Science with Julia

1st Edition

Paul D. McNicholas, Peter Tait
January 11, 2019

"This book is a great way to both start learning data science through the promising Julia language and to become an efficient data scientist."- Professor Charles Bouveyron, INRIA Chair in Data Science, Université Côte d’Azur, Nice, France Julia, an open-source programming language, was created to...

Multivariate Analysis for the Behavioral Sciences, Second Edition

2nd Edition

Kimmo Vehkalahti, Brian S. Everitt
January 08, 2019

Multivariate Analysis for the Behavioral Sciences, Second Edition is designed to show how a variety of statistical methods can be used to analyse data collected by psychologists and other behavioral scientists. Assuming some familiarity with introductory statistics, the book begins by briefly...

R Companion to Elementary Applied Statistics

1st Edition

Christopher Hay-Jahans
January 08, 2019

The R Companion to Elementary Applied Statistics includes traditional applications covered in elementary statistics courses as well as some additional methods that address questions that might arise during or after the application of commonly used methods. Beginning with basic tasks and...

Handbook of Mixture Analysis

1st Edition

Sylvia Fruhwirth-Schnatter, Gilles Celeux, Christian P. Robert
January 07, 2019

Mixture models have been around for over 150 years, and they are found in many branches of statistical modelling, as a versatile and multifaceted tool. They can be applied to a wide range of data: univariate or multivariate, continuous or categorical, cross-sectional, time series, networks, and...

Likelihood Methods in Biology and Ecology: A Modern Approach to Statistics

1st Edition

Michael Brimacombe
January 02, 2019

Likelihood Methods in Biology and Ecology: A Modern Approach to Statistics emphasizes the importance of the likelihood function in statistical theory and applications and discusses it in the context of biology and ecology. Bayesian and frequentist methods both use the likelihood function and...

Applied Statistical Inference with MINITAB®, Second Edition

2nd Edition

Sally A. Lesik
January 02, 2019

Praise for the first edition: "One of my biggest complaints when I teach introductory statistics classes is that it takes me most of the semester to get to the good stuff—inferential statistics. The author manages to do this very quickly….if one were looking for a book that efficiently covers basic...

Sensory Evaluation of Sound

1st Edition

Nick Zacharov
December 27, 2018

Sensory Evaluation of Sound provides a detailed review of the latest sensory evaluation techniques, specifically applied to the evaluation of sound and audio. This three-part book commences with an introduction to the fundamental role of sound and hearing, which is followed by an overview of...

Design of Experiments for Generalized Linear Models

1st Edition

Kenneth G. Russell
December 26, 2018

Generalized Linear Models (GLMs) allow many statistical analyses to be extended to important statistical distributions other than the Normal distribution. While numerous books exist on how to analyse data using a GLM, little information is available on how to collect the data that are to be...