Deviation Contribution Plots of Multivariate Statistics
نویسندگان
چکیده
منابع مشابه
Multivariate Dispersive Ordering of Generalized Order Statistics
The concept of generalized order statistics (GOSs) was introduced as a unified approach to a variety of models of ordered random variables. The purpose of this paper is to investigate condi- tions on the underlying distribution functions and the parameters on which GOSs are based, to establish Shaked-Shanthikumar multivari- ate dispersive ordering of GOSs from one sample and Khaledi-Kochar mu...
متن کاملStatistics using R (spring of 2017) Computer lab: Multivariate Plots, Principal Component Analysis and Discriminant Analysis
Consider a data matrix X of real numbers with n rows and k columns. We view the rows X1, . . . ,Xn as independent samples from a multivariate distribution with mean vector μ and covariance matrix Σ. Can we visualize X in some easy way? One possibility is to use heat plots (also known as heat maps). These are constructed as follows: think of a rectangular matrix in which column (or row) standard...
متن کاملStructural Plots of Multivariate Binary Data
Data structures comprising many binary variables can be represented graphically in various ways. Depending on the purpose different plots might be useful. Here two ways of showing associations between variables and implications between variables are discussed. The methods are based on conditional independence graphs and lattices of maximal cluster-property pairs. Applications to multivariate sa...
متن کاملHE Plots for Multivariate Linear Models
Multivariate analysis of variance (MANOVA) extends the ideas and methods of univariate ANOVA in simple and straightforward ways. But the familiar graphical methods typically used for univariate ANOVA are inadequate for showing how measures in a multivariate response vary with each other, and how their means vary with explanatory factors. Similarly, the graphical methods commonly used in multipl...
متن کاملComputing Multivariate Statistics
Many multivariate statistics are expressed as functions of the hypergeometric function of a matrix argument, or more generally, as series of Jack functions. This work is a collection of formulas, identities, and algorithms useful for the computations of these statistics in practice. Numerical examples are presented. 1. Definitions 1.1. Partitions and hook lengths. For an integer k ≥ 0 we say th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Industrial Informatics
سال: 2019
ISSN: 1551-3203,1941-0050
DOI: 10.1109/tii.2018.2841658