دانلود کتاب Spatiotemporal Data Analysis

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Contents\nPreface\nAcknowledgments\nPart 1. Foundations\nOne. Introduction and Motivation\nTwo. Notation and Basic Operations\nThree. Matrix Properties, Fundamental Spaces, Orthogonality\nFour. Introduction to Eigenanalysis\nFive. The Algebraic Operation of SVD\nPart 2. Methods of Data Analysis\nSix. The Gray World of Practical Data Analysis: An Introduction to Part 2\nSeven. Statistics in Deterministic Sciences: An Introduction\nEight. Autocorrelation\nNine. Regression and Least Squares\nTen. The Fundamental Theorem of Linear Algebra\nEleven. Empirical Orthogonal Functions\nTwelve. The SVD Analysis of Two Fields\nThirteen. Suggested Homework\nIndex