Pregled bibliografske jedinice broj: 1035245
Specificity and Limitation of MANOVA and Discriminant Function Analysis in Social Sciences
Specificity and Limitation of MANOVA and Discriminant Function Analysis in Social Sciences // ICERI 2018 Proceedings / Gómez Chova, L ; López Martínez, A ; Candel Torres, I. (ur.).
Sevilla, Španjolska: IATEDDA, 2018. str. 5901-5907 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
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Naslov
Specificity and Limitation of MANOVA and Discriminant Function Analysis in Social Sciences
Autori
Opić, Siniša
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
ICERI 2018 Proceedings
/ Gómez Chova, L ; López Martínez, A ; Candel Torres, I. - : IATEDDA, 2018, 5901-5907
ISBN
978-84-09-05948-5
Skup
11th International Conference of Education, Research and Innovation (ICERI2018)
Mjesto i datum
Sevilla, Španjolska, 12.11.2018. - 14.11.2018
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
MANOVA, Discriminant function analysis, standardized Canonical Discriminant functions coefficient, structure matrix
Sažetak
This paper presents the specificities of using MANOVA and Discriminant function analysis on the example of research in social sciences. Prerequisites for the use of both analyses and limitations of their use are elaborated. In essence, though very similar, they are essentially different, and their application is elaborated on an example. In order to better understand the computation of multivariate analysis of the analysis of variance, id est. MANOVA, the basics of linear algebra are presented (eigenvector, eigenvalues, residual matrices…). Multivariate tests, id est. test statistics: Pillai`s trace, Wilks`lambda, Hotteling´s trace and Roy`s largest root are discussed (convenience for specific use). The assumption of MANOVA was compiled, such as multivariate normality and homogeneity of covariance matrices. Additionally, the paper elaborates DFA standardized Canonical Discriminant functions coefficient and structure matrix, additional functions at group centroids (which are discriminated by a variation).
Izvorni jezik
Engleski
Znanstvena područja
Pedagogija, Obrazovne znanosti (psihologija odgoja i obrazovanja, sociologija obrazovanja, politologija obrazovanja, ekonomika obrazovanja, antropologija obrazovanja, neuroznanost i rano učenje, pedagoške discipline)
Napomena
Elsevier Biliographic Databases (SCOPUS)
