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finite-sample distribution

[/ˈfaɪnaɪt ˈsæmpəl ˌdɪstrɪˈbjuːʃən/]
nounpl: finite-sample distributions
distribuição de amostra finita
1. The probability distribution of a statistic calculated from a sample of finite size, as opposed to the asymptotic distribution that would result from an infinitely large sample.
The finite-sample distribution of the test statistic differs from its asymptotic normal approximation when the sample size is small.
A distribuição de amostra finita da estatística de teste difere de sua aproximação normal assintótica quando o tamanho da amostra é pequeno.
2. In statistics and econometrics, the actual distribution of an estimator or test statistic for a specific, fixed sample size rather than in the limit as the sample size approaches infinity.
Researchers must consider the finite-sample distribution when conducting hypothesis tests with small datasets.
Os pesquisadores devem considerar a distribuição de amostra finita ao conduzir testes de hipóteses com conjuntos de dados pequenos.
Synonyms
exact distributionsmall-sample distributionsampling distribution
Antonyms
asymptotic distributionlimiting distributionlarge-sample distribution

Regional Variations

General Brazilian
distribuição de amostra finita
Standard term used in Brazilian statistics and econometrics
São Paulo
distribuição de amostra finita
Commonly used in academic and professional contexts
Portugal
distribuição de amostra finita
Standard term in Portuguese statistics literature

Related Idioms & Phrases

finite-sample properties
finite-sample inference
finite-sample approximation
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