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Preizkušanje domnev v zvezi z večrazsežno pričakovano vrednostjo : delo diplomskega seminarja
ID Bernardič, Špela (Author), ID Smrekar, Jaka (Mentor) More about this mentor... This link opens in a new window

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Abstract
Pri obravnavi normalno porazdeljenih slučajnih spremenljivk lahko preizkušamo domnevo za parameter pričakovane vrednosti. Pogosto se uporablja enostranski preizkus. Pri večrazsežnih normalnih porazdelitvah ta koncept postane nejasen. Diplomska naloga se osredotoča na "enostranski" preizkus, katerega alternativa je v pozitivnem ortantu. "Nov" test je modifikacija standardnega točkovnega preizkusa razmerja verjetij. Njegova moč in velikost sta utemeljeni s trditvijo in njeno posledico. S simulacijo pa še potrdimo, da je moč testa za pričakovane vrednosti, ki so v pozitivnem ortantu, večja od moči standardnega točkovnega preizkusa.

Language:Slovenian
Keywords:preizkušanje domnev, enostranske alternative, preizkus večrazsežne pričakovane vrednosti
Work type:Final seminar paper
Typology:2.11 - Undergraduate Thesis
Organization:FMF - Faculty of Mathematics and Physics
Year:2023
PID:20.500.12556/RUL-150021 This link opens in a new window
UDC:519.2
COBISS.SI-ID:164292611 This link opens in a new window
Publication date in RUL:13.09.2023
Views:435
Downloads:26
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Secondary language

Language:English
Title:Test for Multiveriate Expected Value
Abstract:
When dealing with normal random variables, one can test a hypothesis regarding the parameter of the expected value. Often, a one-tailed test is used. However, in the case of multivariate normal distributions, this concept becomes unclear. The thesis focuses on a "one-sided" test with an alternative in the positive orthant. The "new" test is a modification of the standard likelihood ratio test. Its power and significance level are justified by a theorem and its corollary. Through simulation, we further confirm that the test's power for expected values in the positive orthant is greater than that of the standard likelihood ratio test.

Keywords:statistical hypothesis testing, one-sided alternative, test for multivariate expected value

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