An Introduction to Spatial Data Science with Geoda: Volume 1 and 2, Anselin, Luc
Автор: James, Gareth Witten, Daniela Hastie, Trevor Tibsh Название: Introduction to statistical learning ISBN: 1071614177 ISBN-13(EAN): 9781071614174 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more.
Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers.
An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.
This Second Edition features new chapters on deep learning, survival analysis, and multiple testing, as well as expanded treatments of naive Bayes, generalized linear models, Bayesian additive regression trees, and matrix completion. R code has been updated throughout to ensure compatibility.
Автор: Maurizio Petrelli Название: Introduction to Python in Earth Science Data Analysis ISBN: 3030780546 ISBN-13(EAN): 9783030780548 Издательство: Springer Рейтинг: Цена: 7622.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences.
Автор: Ishikawa Название: An Introduction to Human Spatial Cognition and Behaviour ISBN: 0815369867 ISBN-13(EAN): 9780815369868 Издательство: Taylor&Francis Рейтинг: Цена: 5817.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers students an introduction to human spatial cognition and experience and is designed for graduate and advanced undergraduate students who are interested in the study of maps in the head and the psychology of space.
Автор: van Lieshout M N M Название: Theory of Spatial Statistics ISBN: 0367146398 ISBN-13(EAN): 9780367146399 Издательство: Taylor&Francis Рейтинг: Цена: 9645.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents a concise introduction to the theory underlying the analysis of the main types of spatial data. It includes examples to illustrate the topics, including R code for their implementation, as well as exercises to support course teaching and self-study.
Автор: M.N.M. van Lieshout Название: Theory of Spatial Statistics: A Concise Introduction ISBN: 0367146428 ISBN-13(EAN): 9780367146429 Издательство: Taylor&Francis Рейтинг: Цена: 25265.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents a concise introduction to the theory underlying the analysis of the main types of spatial data. It includes examples to illustrate the topics, including R code for their implementation, as well as exercises to support course teaching and self-study.
Описание: Originally published in this form in 1971, the content of this book was originally part of a larger composite volume `Water, Earth and Man` (1969). This volume brings together the systematic theme of spatial aspects of the interactions between water occurrence and human activity.
Автор: Ishikawa Название: An Introduction to Human Spatial Cognition and Behaviour ISBN: 0815369859 ISBN-13(EAN): 9780815369851 Издательство: Taylor&Francis Рейтинг: Цена: 22202.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers students an introduction to human spatial cognition and experience and is designed for graduate and advanced undergraduate students who are interested in the study of maps in the head and the psychology of space.
Название: Introduction to Geographical Hydrology ISBN: 0367221810 ISBN-13(EAN): 9780367221812 Издательство: Taylor&Francis Рейтинг: Цена: 5051.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Originally published in this form in 1971, the content of this book was originally part of a larger composite volume `Water, Earth and Man` (1969). This volume brings together the systematic theme of spatial aspects of the interactions between water occurrence and human activity.
Автор: Witte Patrick, Hartmann Thomas Название: An Introduction to Spatial Planning in the Netherlands ISBN: 1032136987 ISBN-13(EAN): 9781032136981 Издательство: Taylor&Francis Рейтинг: Цена: 7961.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides an introduction to spatial planning in the Netherlands. It explores the academic underpinnings of the discipline and its practical implications, making use of insights on planning practices from the Netherlands.
Описание: This book provides a complete introduction into spatial networks.
Автор: Barthelemy Название: Spatial Networks ISBN: 3030941086 ISBN-13(EAN): 9783030941086 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides a complete introduction into spatial networks. It offers the mathematical tools needed to characterize these structures and how they evolve in time and presents the most important models of spatial networks. The book puts a special emphasis on analyzing complex systems which are organized under the form of networks where nodes and edges are embedded in space. In these networks, space is relevant, and topology alone does not contain all the information. Characterizing and understanding the structure and the evolution of spatial networks is thus crucial for many different fields, ranging from urbanism to epidemiology. This subject is therefore at the crossroad of many fields and is of potential interest to a broad audience comprising physicists, mathematicians, engineers, geographers or urbanists. In this book, the author has expanded his previous book ("Morphogenesis of Spatial Networks") to serve as a textbook and reference on this topic for a wide range of students and professional researchers.
Автор: LeSage, James Название: Introduction to Spatial Econometrics ISBN: 1032477741 ISBN-13(EAN): 9781032477749 Издательство: Taylor&Francis Рейтинг: Цена: 7042.00 р. Наличие на складе: Поставка под заказ.
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