The General Canonical Correlation Distribution
نویسندگان
چکیده
منابع مشابه
The convergence of the empirical distribution of canonical correlation coefficients
Suppose that {Xjk, j = 1, · · · , p1; k = 1, · · · , n} are independent and identically distributed (i.i.d) real random variables with EX11 = 0 and EX 2 11 = 1, and that {Yjk, j = 1, · · · , p2; k = 1, · · · , n} are i.i.d real random variables with EY11 = 0 and EY 2 11 = 1, and that {Xjk, j = 1, · · · , p1; k = 1, · · · , n} are independent of {Yjk, j = 1, · · · , p2; k = 1, · · · , n}. This p...
متن کاملThe canonical correlation between Contingencies self-worth and adjustment of students
This research aimed at studying the canonical correlation between Contingencies self-worth (Family support, Competition, Appearance, God’s love, Academic competence, Virtue, Approval from others) with adjustment (emotional, Social and academic). In order of this research, 221 university students were selected by random ratio sampling method (1272 cases). Data was gathered through contingencies ...
متن کاملStochastic Canonical Correlation Analysis
We tightly analyze the sample complexity of CCA, provide a learning algorithm that achieves optimal statistical performance in time linear in the required number of samples (up to log factors), as well as a streaming algorithm with similar guarantees.
متن کاملNonparametric Canonical Correlation Analysis
Canonical correlation analysis (CCA) is a classical representation learning technique for finding correlated variables in multi-view data. Several nonlinear extensions of the original linear CCA have been proposed, including kernel and deep neural network methods. These approaches seek maximally correlated projections among families of functions, which the user specifies (by choosing a kernel o...
متن کاملContinuous canonical correlation analysis
Given a bivariate distribution, the set of canonical correlations and functions is in general finite or countable. By using an inner product between two functions via an extension of the covariance, we find all the canonical correlations and functions for the so-called Cuadras-Augé copula and prove the continuous dimensionality of this distribution.
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: The Annals of Mathematical Statistics
سال: 1947
ISSN: 0003-4851
DOI: 10.1214/aoms/1177730488