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Appears in:
Pages: 5901-5907
Publication year: 2018
ISBN: 978-84-09-05948-5
ISSN: 2340-1095
doi: 10.21125/iceri.2018.2391

Conference name: 11th annual International Conference of Education, Research and Innovation
Dates: 12-14 November, 2018
Location: Seville, Spain

SPECIFICITY AND LIMITATION OF MANOVA AND DISCRIMINANT FUNCTION ANALYSIS IN SOCIAL SCIENCES

S. Opić

University of Zagreb, Faculty of Teacher Education (CROATIA)
This paper presents the specificities of using MANOVA and Discriminant function analysis in the example of research in social sciences. Prerequisites for the use of both analyses and limitations of their use have been elaborated. In essence, though very similar, they are essentially different, and their application is elaborated for 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 (convenient for specific use). The assumption of MANOVA was compiled, such as multivariate normality and homogeneity of covariance matrices.

Additionally, are elaborated in the DFA standardized Canonical Discriminant functions coefficient and structure matrix, additional functions at group centroids (which are discriminated by a variation).
@InProceedings{OPIC2018SPE,
author = {Opić, S.},
title = {SPECIFICITY AND LIMITATION OF MANOVA AND DISCRIMINANT FUNCTION ANALYSIS IN SOCIAL SCIENCES},
series = {11th annual International Conference of Education, Research and Innovation},
booktitle = {ICERI2018 Proceedings},
isbn = {978-84-09-05948-5},
issn = {2340-1095},
doi = {10.21125/iceri.2018.2391},
url = {http://dx.doi.org/10.21125/iceri.2018.2391},
publisher = {IATED},
location = {Seville, Spain},
month = {12-14 November, 2018},
year = {2018},
pages = {5901-5907}}
TY - CONF
AU - S. Opić
TI - SPECIFICITY AND LIMITATION OF MANOVA AND DISCRIMINANT FUNCTION ANALYSIS IN SOCIAL SCIENCES
SN - 978-84-09-05948-5/2340-1095
DO - 10.21125/iceri.2018.2391
PY - 2018
Y1 - 12-14 November, 2018
CI - Seville, Spain
JO - 11th annual International Conference of Education, Research and Innovation
JA - ICERI2018 Proceedings
SP - 5901
EP - 5907
ER -
S. Opić (2018) SPECIFICITY AND LIMITATION OF MANOVA AND DISCRIMINANT FUNCTION ANALYSIS IN SOCIAL SCIENCES, ICERI2018 Proceedings, pp. 5901-5907.
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