电子书Patterns Identification Data Mining in Weather Climate

一大碗年糕

刷到一本好的工具书，许多比较新的统计方法都有介绍，还附带具体案例。Patterns Identification Data Mining in Weather Climate

Table of contents :
C1
Preface
Acknowledgements
Contents
1 Introduction
2 General Setting and Basic Terminology
3 Empirical Orthogonal Functions
4 Rotated and Simplified EOFs
5 Complex/Hilbert EOFs
6 Principal Oscillation Patterns and Their Extension
7 Extended EOFs and SSA
8 Persistent, Predictive and Interpolated Patterns
9 Principal Coordinates or Multidimensional Scaling
10 Factor Analysis
11 Projection Pursuit
12 Independent Component Analysis
13 Kernel EOFs
14 Functional and Regularised EOFs
15 Methods for Coupled Patterns
16 Further Topics
17 Machine Learning
A Smoothing Techniques
B Introduction to Probability and Random Variables
C Stationary Time Series Analysis
D Matrix Algebra and Matrix Function
E Optimisation Algorithms
F Hilbert Space
G Systems of Linear Ordinary Differential Equations
H Links for Software Resource Material
References
Index

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