Klasiskas un robustas MANOVA analīzes metodes

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RESEARCH PRODUCT

Klasiskas un robustas MANOVA analīzes metodes

subject

Matemātika Daudzdimensiju analīze robusta MANOVA Vilksa Lambda statistika MANOVA

description

Daudzdimensiju dispersiju analīze (MANOVA) tiek pielietota situācijās, kad tiek mērīti vairāki mainīgie katrai eksperimentālai vienībai. Darbā aplūkota teorija par klasisko MANOVA metodi un robusto MANOVA metodi, to pieņēmumiem un pielietojumiem. Bieži datos tiek novēroti izlēcēji, kuri atšķiras no pārējiem datiem. Analizējot datus, šie izlēcēji var būtiski ietekmēt parametru novērtējumus, šādās situācijās ieteicams izmantot robustas statistikas metodes. Tika secināts, ka robustā MANOVA metode ne vienmēr dod precīzākus rezultātus par klasisko MANOVA metodi. Atslēgas vārdi: Daudzdimensiju analīze, MANOVA, robusta MANOVA, Vilksa Lambda statistika

year	journal	country	edition	language
2019-01-01

https://dspace.lu.lv/dspace/handle/7/48399

PEPhysical Sciences and Engineering
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