Wishart's theorem

GPTKB entity

Statements (52)
Predicate Object
gptkbp:instanceOf gptkb:theorem
gptkbp:appliesTo random matrices
gptkbp:description distribution of sample covariance matrices
https://www.w3.org/2000/01/rdf-schema#label Wishart's theorem
gptkbp:isA statistical theorem
gptkbp:isAvenueFor finance
machine learning
bioinformatics
signal processing
gptkbp:isCitedIn research papers
academic journals
statistical literature
gptkbp:isPartOf probability theory
matrix theory
statistical theory
gptkbp:isRelatedTo Bayesian statistics
Gaussian distribution
data visualization
statistical modeling
time series analysis
data mining
confidence intervals
matrix algebra
F-distribution
experimental design
multivariate analysis
sample size determination
estimation theory
sampling theory
big data analysis
survival analysis
estimation of parameters
generalized linear models
asymptotic theory
nonparametric statistics
chi-squared distribution
likelihood ratio tests
multivariate normal distribution
linear_models
gptkbp:isUsedBy estimate population covariance
perform factor analysis
perform principal component analysis
test equality of covariance matrices
gptkbp:isUsedIn data analysis
psychometrics
quality control
econometrics
multivariate statistics
social_sciences
health_sciences
gptkbp:namedAfter gptkb:John_Wishart
gptkbp:provides basis for hypothesis testing