Tonny J. Oyana's Books

Spatial Analysis with R

Statistics, Visualization, and Computational Methods

By: Tonny J. Oyana

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Spatial Analysis with R

Statistics, Visualization, and Computational Methods

By: Tonny J. Oyana

In the five years since the publication of the first edition of Spatial Analysis: Statistics, Visualization, and Computational Methods, many new developments have taken shape regarding the implementation of new tools and methods for spatial analysis with R. The use and growth of artificial intelligence, machine learning and deep learning algorithms with a spatial perspective, and the interdisciplinary use of spatial analysis are all covered in this second edition along with traditional statistical methods and algorithms to provide a concept-based problem-solving learning approach to mastering practical spatial analysis. Spatial Analysis with R: Statistics, Visualization, and Computational Methods, Second Edition provides a balance between concepts and practicums of spatial statistics with a comprehensive coverage of the most important approaches to understand spatial data, analyze spatial relationships and patterns, and predict spatial processes. New in the Second Edition: Includes new practical exercises and worked-out examples using R Presents a wide range of hands-on spatial analysis worktables and lab exercises All chapters are revised and include new illustrations of different concepts using data from environmental and social sciences Expanded material on spatiotemporal methods, visual analytics methods, data science, and computational methods Explains big data, data management, and data mining This second edition of an established textbook, with new datasets, insights, excellent illustrations, and numerous examples with R, is perfect for senior undergraduate and first-year graduate students in geography and the geosciences.

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Page Count

281

Publisher

CRC Press

Published Date

ISBN 10

100017347X

ISBN 13

9781000173475

Spatial Analysis

Statistics, Visualization, and Computational Methods

By: Tonny J. Oyana,Florence Margai

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Spatial Analysis

Statistics, Visualization, and Computational Methods

By: Tonny J. Oyana,Florence Margai

An introductory text for the next generation of geospatial analysts and data scientists, Spatial Analysis: Statistics, Visualization, and Computational Methods focuses on the fundamentals of spatial analysis using traditional, contemporary, and computational methods. Outlining both non-spatial and spatial statistical concepts, the authors present p

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Page Count

316

Publisher

CRC Press

Published Date

ISBN 10

1498707645

ISBN 13

9781498707640

Spatial Analysis with R

Statistics, Visualization, and Computational Methods

By: Tonny J. Oyana

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Spatial Analysis with R

Statistics, Visualization, and Computational Methods

By: Tonny J. Oyana

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Page Count

355

Publisher

CRC Press

Published Date

ISBN 10

1000173453

ISBN 13

9781000173451

Book's by Tonny J. Oyana

Spatial Analysis with R

Spatial Analysis with R

Spatial Analysis

Spatial Analysis

Spatial Analysis with R

Spatial Analysis with R

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