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- Exact_statistics abstract "Exact statistics, such as that described in exact test, is a branch of statistics that was developed to provide more accurate results pertaining to statistical testing and interval estimation by eliminating procedures based on asymptotic and approximate statistical methods. The main characteristic of exact methods is that statistical tests and confidence intervals are based on exact probability statements that are valid for any sample size. Exact statistical methods help avoid some of the unreasonable assumptions of traditional statistical methods, such as the assumption of equal variances in classical ANOVA. They also allow exact inference on variance components of mixed models.When exact p-values and confidence intervals are computed under a certain distribution, such as the normal distribution, then the underlying methods are referred to as exact parametric methods. The exact methods that do not make any distributional assumptions are referred to as exact nonparametric methods. The latter has the advantage of making fewer assumptions whereas, the former tend to yield more powerful tests when the distributional assumption is reasonable. For advanced methods such as higher-way ANOVA regression analysis, and mixed models, only exact parametric methods are available. When the sample size is small, asymptotic results given by some traditional methods may not be valid. In such situations, the asymptotic p-values may differ substantially from the exact p-values. Hence asymptotic and other approximate results may lead to unreliable and misleading conclusions.".
- Exact_statistics wikiPageExternalLink 978-0-387-40621-3.
- Exact_statistics wikiPageExternalLink www.weerahandi.org.
- Exact_statistics wikiPageID "19510610".
- Exact_statistics wikiPageLength "4875".
- Exact_statistics wikiPageOutDegree "18".
- Exact_statistics wikiPageRevisionID "663715460".
- Exact_statistics wikiPageWikiLink ANOVA.
- Exact_statistics wikiPageWikiLink Analysis_of_variance.
- Exact_statistics wikiPageWikiLink Asymptotic_analysis.
- Exact_statistics wikiPageWikiLink Bayesian_statistics.
- Exact_statistics wikiPageWikiLink Category:Statistical_inference.
- Exact_statistics wikiPageWikiLink Confidence_interval.
- Exact_statistics wikiPageWikiLink Exact_test.
- Exact_statistics wikiPageWikiLink Fishers_exact_test.
- Exact_statistics wikiPageWikiLink Generalized_p-value.
- Exact_statistics wikiPageWikiLink Interval_estimation.
- Exact_statistics wikiPageWikiLink Mixed_model.
- Exact_statistics wikiPageWikiLink Optimal_discriminant_analysis.
- Exact_statistics wikiPageWikiLink P-Value.
- Exact_statistics wikiPageWikiLink P-value.
- Exact_statistics wikiPageWikiLink Random_effects_model.
- Exact_statistics wikiPageWikiLink Regression_analysis.
- Exact_statistics wikiPageWikiLink Sample_size.
- Exact_statistics wikiPageWikiLink Sample_size_determination.
- Exact_statistics wikiPageWikiLink Statistical_Methods_for_Research_Workers.
- Exact_statistics wikiPageWikiLink Statistical_hypothesis_testing.
- Exact_statistics wikiPageWikiLink Statistical_test.
- Exact_statistics wikiPageWikiLink Statistics.
- Exact_statistics wikiPageWikiLink Variance_component.
- Exact_statistics wikiPageWikiLinkText "Exact statistics".
- Exact_statistics wikiPageWikiLinkText "exact statistics".
- Exact_statistics wikiPageWikiLinkText "exact".
- Exact_statistics wikiPageWikiLinkText "generalized confidence intervals".
- Exact_statistics hasPhotoCollection Exact_statistics.
- Exact_statistics subject Category:Statistical_inference.
- Exact_statistics hypernym Branch.
- Exact_statistics type Organisation.
- Exact_statistics comment "Exact statistics, such as that described in exact test, is a branch of statistics that was developed to provide more accurate results pertaining to statistical testing and interval estimation by eliminating procedures based on asymptotic and approximate statistical methods. The main characteristic of exact methods is that statistical tests and confidence intervals are based on exact probability statements that are valid for any sample size.".
- Exact_statistics label "Exact statistics".
- Exact_statistics sameAs m.04mxssz.
- Exact_statistics sameAs Q5419224.
- Exact_statistics sameAs Q5419224.
- Exact_statistics wasDerivedFrom Exact_statistics?oldid=663715460.
- Exact_statistics isPrimaryTopicOf Exact_statistics.