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声明: 源程序版板所有 Jones, D. L. 2002. Users manual for FATHOM: a MATLAB toolbox for Multivariate Ecological & Oceanographic Data Analysis.
本工具集(toolbox)偏重于生态与海洋科学,但是排序与统计方法是通用的。
在寻找matlab的RDA、CCA、DCA工具包时发现的,但是在国内的搜索结果中好像没有,下载网址也被墙了(why?)。
因为是免费share的工具包,我就上传上来供同我一样在寻找合适的matlab自然科学统计分析工具包的网友们共享。
主要分析方法包括:
- Dissimilarity Profile Analysis (= Similarity Profile Analysis, SIMPROF)
- Canonical Analysis of Principal Coordinates (CAP)
- Nonparametric MANOVA (NP-MANOVA, perManova )
- Nonparametric Homogeneity of Multivariate Dispersion (NP-DISP)
- Redundancy Analysis (RDA)
- Distance-based RDA (db-RDA)
- Canonical Discriminant Analysis (CDA)
- Principal Coordinates Analysis (PCoA)
- Canonical Correlation Analysis (CCorA)
- Nonlinear CAP (NCAP)
- Principal Coordinates of Neighbor Matrices (PCNM)
- Moran's Eigenvector Maps (MEM)
- Multivariate Mantel Correlograms
- Analysis of Similarity (ANOSIM)
- Similarity Percentages Analysis (SIMPER)
- Best Subsets Analysis (BIOENV, BEST)
- Maximum Likelihood Estimation (MLE)
- Random Forests (RF)
- Bootstrap Resampling & Randomization Tests
- Mantel Tests
- Procrustes Analysis
- Minimum Spanning Trees (MST)
- Principal Components Analysis (PCA)
- Multiple Regression
- Permutation-based Analysis of Covariance (ANCOVA)
- von Bertalanffy Growth Modelling
- AIC or BIC based stepwise variable selection in RDA and db-RDA
- Species Indicator Values (IndVal)
- Oceanographic tools (progressive vector diagrams, vector plots, etc.)
- and much more...
同时可以计算超过50种生态距离或相似性参数:Average distance
Bray-Curtis dissimilarity
Binomial deviance dissimilarity
Canberra dissimilarity
Chi-square distance
Chao's abundance-based Jaccard dissimilarity
Chao's abundance-based Sorensen dissimilarity
Orloci's Chord distance
Coefficient of Divergence
Pearson Correlation dissimilarity
Spearman Rank Correlation dissimilarity
Chao's dissimilarity for count data
Czekanowski distance
Euclidean distance
Euclidean similarity
Geodesic metric
Gower's metric
Hellinger dissimilarity
Whittaker's Index of Association dissimilarity
Jaccard dissimilarity
Kulczynski quantitative dissimilarity
Manhattan (City-block) metric
Minkowski's metric
Morisita's Index of Overlap for count data
Morisita-Horn dissimilarity
Ochiai quantitative dissimilarity
Sorensen's dissimilarity
Watson's nonmetric coefficient dissimilarity
Simple Matching dissimilarity
Rogers & Tanimoto dissimilarity
Sokal & Sneath dissimilarity
Jaccard dissimilarity variant
Russel & Rao dissimilarity
Binary Kulczynski dissimilarity
Binary Ochiai dissimilarity
Faith dissimilarity
Species Profiles distance
FTM.zip
(44.18 MB, 下载次数: 25, 售价: 5 贡献)
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