MESS: Miscellaneous Esoteric Statistical Scripts

統計学関係の分野で使用されるさまざまな解析手法のためのスクリプト

CRAN: http://cran.r-project.org/web/packages/MESS/index.html

> library(MESS)

Loading required package: geepack
Loading required package: glmnet
Loading required package: Matrix

Attaching package: 'Matrix'

The following object is masked from 'package:tidyr':

    expand

The following object is masked from 'package:ggvis':

    band

Loading required package: foreach
foreach: simple, scalable parallel programming from Revolution Analytics
Use Revolution R for scalability, fault tolerance and more.
http://www.revolutionanalytics.com
Loaded glmnet 2.0-2


Attaching package: 'glmnet'

The following object is masked from 'package:AUC':

    auc


Attaching package: 'MESS'

The following object is masked from 'package:glmnet':

    auc

The following object is masked from 'package:AUC':

    auc

バージョン: 0.3.2

関数名	概略
`MESS-package`	Collection of miscellaneous useful and semi-useful functions
`QIC`	Quasi Information Criterion
`adaptive.weights`	Compute weights for use with adaptive lasso.
`auc`	Compute the area under the curve for two vectors.
`bdstat`	Danish live births and deaths
`bees`	Bee data. Number of different types of bees caught.
`clotting`	Blood clotting for 158 rats
`cmd`	Correlation matrix distance
`common.shared`	Compute a common shared environment matrix
`desctable`	Create a descriptive table of summaries
`drop1.geeglm`	Drop All Possible Single Terms to a geeglm Model Using Wald Test
`feature.test`	Inference for features identified by the Lasso
`geekin`	Fit a generalized estimating equation (GEE) model with fixed additive correlation structure
`gkgamma`	Goodman-Kruskal's gamma statistic for a two-dimensional table
`greenland`	Average yearly summer air temperature for Tasiilaq, Greenland
`happiness`	Happiness score and tax rates for 148 countries
`lower.tri.vector`	Split Matrix by Clusters and Return Lower Triangular Parts as Vector
`ordered.clusters`	Check if unique elements of a vector appear in contiguous clusters
`power.binom.test`	Power Calculations for Exact Test of a simple null hypothesis in a Bernoulli experiment
`power.mcnemar.test`	Power Calculations for Exact and Asymptotic McNemar Test in a 2 by 2 table
`qpcr`	Gene expression from real-time quantitative PCR
`rainman`	Perception of points in a swarm
`residualplot`	Plots a standardaized residual
`rmvt.pedigree`	Simulate residual multivariate t-distributed data from a polygenic model
`rmvtnorm.pedigree`	Simulate residual multivariate Gaussian data from a polygenic model
`rootonorm`	Hanging rootogram for normal distribution
`segregate.genes`	Segregate genes through a pedigree
`soccer`	Danish national soccer players
`superroot2`	Gene expression data from two-color dye-swap experiment
`wallyplot`	Plots a Wally plot

auc

Arguments

x
y
from
to
type
...

> x <- 1:4
> y <- c(0, 1, 1, 5)
> auc(x, y)

[1] 4.5