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R packages for ecologist
uribo edited this page Jul 12, 2014
·
7 revisions
ref) Rを便利に使うためのおすすめパッケージ
CRANのtask view... Analysis of Ecological and Environmental Dataも参考に。
インストールはinstall.package("Package", dependencies=TRUE)
。Packageはインストールするパッケージ名に適宜変更のこと。依存するパッケージもインストールする場合にdependencies=TRUE
とする(推奨)。
Package | About |
---|---|
agricolae |
Statistical Procedures for Agricultural Research |
ape |
Analyses of Phylogenetics and Evolution |
diversitree |
comparative phylogenetic analyses of diversification |
ecodist |
Dissimilarity-based functions for ecological analysis |
FD |
Measuring functional diversity (FD) from multiple traits, and other tools for functional ecology |
grofit |
The package was developed to fit fit many growth curves obtained under different conditions |
labdsv |
Ordination and Multivariate Analysis for Ecology |
lme4 |
Linear mixed-effects models using Eigen and S4 |
maptools |
Tools for reading and handling spatial objects |
nlme |
Linear Nonlinear Mixed Effects Models |
picante |
R tools for integrating phylogenies and ecology |
popbio |
Construction and analysis of matrix population models |
phytools |
Phylogenetic Tools for comparative biology (and other things) |
rjags |
Bayesian graphical models using MCMC |
smatr |
(Standardised) Major Axis Estimation and Testing Routines |
spatstat |
Spatial Point Pattern analysis, model-fitting, simulation, tests |
vegan |
Community ecology package |
YplantQMC |
Plant architectural analysis with Yplant and QuasiMC |
このへんのものが参考になると思います。各分野のパッケージと簡単な紹介がまとめてあります。
- Analysis of Ecological and Environmental Data
- Analysis of Spatial Data
- Bayesian Inference
- Meta-Analysis
- Phylogenetics, Especially Comparative Methods
Version: 2014-05-31