Wilks' theorem

GPTKB entity

Statements (50)
Predicate Object
gptkbp:instance_of gptkb:theorem
gptkbp:bfsLayer 5
gptkbp:bfsParent gptkb:Maurice_Wilks
gptkbp:applies_to financial modeling
model selection
psychometrics
regression analysis
data science
statistical hypothesis testing
gptkbp:based_on maximum likelihood estimation
gptkbp:developed_by theory of estimation
https://www.w3.org/2000/01/rdf-schema#label Wilks' theorem
gptkbp:is_analyzed_in goodness of fit
model fit
gptkbp:is_cited_in theses and dissertations
statistical literature
statistical researchers
gptkbp:is_connected_to likelihood functions
gptkbp:is_considered hypothesis testing frameworks
gptkbp:is_described_as research papers
distribution of likelihood ratio test statistics
gptkbp:is_discussed_in statistical textbooks
statistical seminars
gptkbp:is_essential_for data analysis
clinical trials
testing nested models
gptkbp:is_explored_in gptkb:academic_journal
gptkbp:is_fundamental_to statistical inference
gptkbp:is_influential_in quantitative research
econometrics
gptkbp:is_part_of statistical theory
theoretical statistics
statistical methodology
gptkbp:is_related_to gptkb:television_channel
nonparametric statistics
chi-squared distribution
Fisher's theorem
gptkbp:is_tested_for null hypotheses
gptkbp:is_used_in quality control
social sciences
biostatistics
multivariate analysis
gptkbp:is_utilized_in gptkb:software_framework
experimental design
gptkbp:key parameter estimation
multivariate hypothesis testing
gptkbp:named_after gptkb:Samuel_S._Wilks
gptkbp:operates_under large sample theory
gptkbp:provides asymptotic distribution results
gptkbp:was_akey_figure_in likelihood ratio tests