TY - BOOK AU - Acevedo,Miguel F TI - Data analysis and statistics for geography, environmental science, and engineering SN - 9781439885017 AV - G70.2 .A26 2013 PY - 2013///] CY - Boca Raton PB - CRC Press KW - Geography KW - Data processing KW - Statistical methods KW - Environmental sciences KW - Engineering N1 - Includes bibliographical references (pages 521-523) and index; Table Of Contents; Preface; Acknowledgments; Author; PART I Introduction to Probability, Statistics, Time Series, and Spatial Analysis; 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; PART II Matrices, Tempral and Spatial Autoregressive Processes, and Multivariate Analysis; Chapter 9 Matrices and Linear Algebra; Chapter 10 Multivariate Models; Chapter 11 Dependent Stochastic Processes and Time Series; Chapter 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; Supplementary Reading; Bibliography; Index ER -