PcaClassic-class(rrcov)
PcaClassic-class()所属R语言包:rrcov
Class "PcaClassic" - Principal Components Analysis
类“PcaClassic” - 主成分分析
译者:生物统计家园网 机器人LoveR
描述----------Description----------
Contains the results of a classical Principal Components Analysis
包含一个经典主成分分析的结果
类对象----------Objects from the Class----------
Objects can be created by calls of the form new("PcaClassic", ...) but the usual way of creating PcaClassic objects is a call to the function PcaClassic which serves as a constructor.
可以通过检测的形式new("PcaClassic", ...)“可是通常的方式创建”PcaClassic对象是PcaClassic作为构造函数的功能调用创建的对象。
插槽----------Slots----------
call: Object of class "language"
call:对象类"language"的
center: Object of class "vector" the center of the data
center:类的对象"vector"的中心的数据
scale: Object of class "vector" the scaling applied to each variable
scale:类的对象"vector"的缩放适用于每个变量
loadings: Object of class "matrix" the matrix
loadings:对象类"matrix"矩阵
eigenvalues: Object of class "vector" the eigenvalues
eigenvalues:对象类"vector"的特征值
scores: Object of class "matrix" the scores - the value of the projected on the space of the principal components data (the centred (and scaled if requested) data multiplied by the loadings matrix) is returned. Hence, cov(scores)
scores:对象的类"matrix"的分数 - 空间的主要组成部分数据(居中(,规模化的要求)的数据乘以loadings矩阵的预计值)被返回。因此,cov(scores)
k: Object of class "numeric" number of (choosen) principal components
k:类"numeric"(选定的)的对象主要组成部分
sd: Object of class "Uvector" Score distances within the robust PCA subspace
sd:对象的类"Uvector"的分数距离内强劲的PCA子空间
od: Object of class "Uvector" Orthogonal distances to the robust PCA subspace
od:对象类"Uvector"正交距离的强劲的PCA子空间
cutoff.sd: Object of class "numeric" Cutoff value for the score distances
cutoff.sd:对象类"numeric"临界值的分数距离
cutoff.od: Object of class "numeric" Cutoff values for the orthogonal distances
cutoff.od:对象的类"numeric"的临界值的垂直距离
flag: Object of class "Uvector" The observations whose score distance is larger than cutoff.sd or whose orthogonal distance is larger than cutoff.od can be considered as outliers and receive a flag equal to zero.
flag:对象类"Uvector"观测,其的得分距离为较大比cutoff.sd或正交距离为大于可以被视为cutoff.od离群值和接收的标志等于零。
n.obs: Object of class "numeric" the number of observations
n.obs:类的对象"numeric"的若干意见
扩展----------Extends----------
Class "Pca", directly.
类"Pca",直接。
方法----------Methods----------
getQuan signature(obj = "PcaClassic"): returns the number of
getQuan signature(obj = "PcaClassic"):返回的数量
(作者)----------Author(s)----------
Valentin Todorov <a href="mailto:valentin.todorov@chello.at">valentin.todorov@chello.at</a>
参考文献----------References----------
An Object Oriented Framework for Robust Multivariate Analysis. Journal of Statistical Software, 32(3), 1–47. URL http://www.jstatsoft.org/v32/i03/.
参见----------See Also----------
PcaRobust-class, Pca-class, PcaClassic
PcaRobust-class,Pca-class,PcaClassic
实例----------Examples----------
showClass("PcaClassic")
转载请注明:出自 生物统计家园网(http://www.biostatistic.net)。
注:
注1:为了方便大家学习,本文档为生物统计家园网机器人LoveR翻译而成,仅供个人R语言学习参考使用,生物统计家园保留版权。
注2:由于是机器人自动翻译,难免有不准确之处,使用时仔细对照中、英文内容进行反复理解,可以帮助R语言的学习。
注3:如遇到不准确之处,请在本贴的后面进行回帖,我们会逐渐进行修订。
|