| Description |
1 online resource (xxi, 523 pages) : illustrations |
| Contents |
Front Cover; Contents; Preface; Acknowledgments; Author; Chapter 1 -- Introduction; Chapter 2 -- Probability Theory; Chapter 3 -- Random Variables, Distributions, Moments, and Statistics; Chapter 4 -- Exploratory Analysis and Introduction to Inferential Statistics; Chapter 5 -- More on Inferential Statistics: Goodness of Fit, Contingency Analysis, and Analysis of Variance; Chapter 6 -- Regression; Chapter 7 -- Stochastic or Random Processes and Time Series; Chapter 8 -- Spatial Point Patterns; Chapter 9 -- Matrices and Linear Algebra; Chapter 10 -- Multivariate Models |
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Chapter 11 -- Dependent Stochastic Processes and Time SeriesChapter 12 -- Geostatistics: Kriging; Chapter 13 -- Spatial Auto-Correlation and Auto-Regression; Chapter 14 -- Multivariate Analysis I: Reducing Dimensionality; Chapter 15 -- Multivariate Analysis II: Identifying and Developing Relationships among Observations and Variables; Bibliography; Back Cover |
| Summary |
PART I Introduction to Probability, Statistics, Time Series, and Spatial AnalysisIntroductionBrief History of Statistical and Probabilistic AnalysisComputersApplicationsTypes of VariablesProbability Theory and Random VariablesMethodologyDescriptive StatisticsInferential StatisticsPredictors, Models, and RegressionTime SeriesSpatial Data AnalysisMatrices and Multiple DimensionsOther Approaches: Process-Based ModelsBaby Steps: Calculations and GraphsExercisesComputer Session: Introduction to RSupplementary ReadingProbability TheoryEvents and ProbabilitiesAlgebra of EventsCombinationsProbability |
| Bibliography |
Includes bibliographical references (pages 521-523) |
| Notes |
Online resource; title from title page (Safari, viewed January 8, 2015) |
| Subject |
Geography -- Data processing
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Geography -- Statistical methods.
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Environmental sciences -- Data processing
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Environmental sciences -- Statistical methods
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Engineering -- Data processing.
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Engineering -- Statistical methods.
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MATHEMATICS -- Applied.
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MATHEMATICS -- Probability & Statistics -- General.
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Engineering -- Data processing
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Engineering -- Statistical methods
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Environmental sciences -- Data processing
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Environmental sciences -- Statistical methods
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Geography -- Data processing
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Geography -- Statistical methods
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| Form |
Electronic book
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| LC no. |
2012032357 |
| ISBN |
9781466592216 |
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1466592214 |
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