Geographic-data-analysis-Matlab

  代码基于Matlab软件，讲述了大量数学方法的应用思路和过程。内容涉及回归分析、主成分分析、因子分析、聚类分析、判别分析、时（空）间序列分析、Markov链、R/S分析、线性规划、层次分析法以及人工神经网络建模等方法。通过模仿本书讲授的计算过程，读者可以加深对有关数学方法的认识和理解，并且掌握很多Matlab的应用技巧。代码规范，可研究价值高。 　(Code based on the Matlab software, tells the story of a large number of mathematics method of thinking and process applications.Content in regression analysis, principal component analysis, factor analysis, cluster analysis, discriminant analysis, the (empty) sequence analysis, Markov chains, R/S analysis, linear programming, analytic hierarchy process (ahp) method and artificial neural network modeling, etc.By imitating the calculation process of this book teaches, readers can deepen the understanding and the understanding to the related mathematical methods, and master a lot of Matlab application skills.Code standards, it is with high research value.)

Matlab代码
..........\01 一元线性回归分.m,6828,2011-11-27
..........\02a 多元线性回归分析.m,8129,2010-10-21
..........\02b 逐步回归分析.m,2787,2011-11-27
..........\03 非线性回归.m,49187,2010-10-29
..........\04 主成分分析.m,9595,2013-08-14
..........\05 因子分析.m,4044,2011-09-15
..........\06 层次聚类分析.m,11649,2010-10-24
..........\07 判别分析.m,9769,2011-11-29
..........\08 自相关分析.m,13113,2011-11-29
..........\09 自回归分析.m,16907,2011-09-17
..........\10 谱分析.m,22920,2010-10-23
..........\11 小波分析.m,12378,2012-03-02
..........\12 RS分析.m,3160,2011-09-20
..........\13 Markov链.m,4259,2011-12-03
..........\14 线性规划2010-10-19.m,9708,2012-06-18
..........\15 AHP法1010-10-12.m,5720,2012-06-17
..........\16 人工神经网络.m,34023,2011-12-04
..........\保存在work中的数据
..........\..................\cities2003.m,1305,2010-10-16
..........\..................\Population.m,402,2011-09-15
..........\..................\regions2004.m,2341,2010-11-29
..........\..................\sunspot.m,823,2012-02-29
..........\..................\UNDP2.m,354,2010-11-05
..........\..................\UNDP3.m,1351,2010-11-05