Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Statistical Methods and Structural Equation Modeling in Engineering (17.IZMI13)

Native organizations units: No data

Type of studies	Title
Master Academic Studies	Mathematics in Engineering (Godina: 1, Winter)
Master Academic Studies	Information Security (Godina: 1, Winter)
Master Academic Studies	Information Systems Engineering (Godina: 1, Winter)

General information:

Category	Academic-general educative
Scientific or art field	Teorijska i primenjena matematika
Interdisciplinary	Yes
ECTS	4

Educational goal:

Ability of abstract thinking and acquiring basic knowledge in the area of statistical methods and structural equation modeling in engineering

Educational outcome:

Student is competent to design and solve mathematical models in the field of statistical methods and structural equation modeling in engineering

Course content:

Numeric characteristics – dispersion, covariance, correlation. Limit theorems. Parametric and nonparametric hypotheses and significance testing. Statistical inference. Regression analysis, linear, nonlinear and logistic regression. ANOVA.Statistical data visualization. Statistical models in computation. R- programming language. Structural equation modeling.

Teaching methods:

Lectures; Numerical computing practice. Consultations. Lectures are combined. In lectures, theoretical part of the course is followed by typical examples for better understanding. In practice, which accompanies lectures, typical problems are solved and knowledge from the lectures is deepened. Besides lectures and practice, consultations are held on a regular basis. Part of the course, presenting a logical whole, can be passed during the teaching process in the form of the following 2 modules (the first module:Statistics, second module:structural modeling).

Literature:

Authors	Title	Year	Publisher	Language
Bošković, Olgica	Metodi statističke analize - zbirka rešenih zadataka	2005	Centar za izdavačku delatnost Ekonomskog fakulteta	Serbian language
Rand Wilcox	Introduction to Robust Estimation and Hypothesis Testing 3rd Edition	2012	Elsevier, Amsterdam	English
Njegić, Radmila Žižić, Mileva	Osnovi statističke analize	1979	Savremena administracija	Serbian language
Stojaković, M.	Verovatnoća i slučajni procesi	2017	Fakultet tehničkih nauka, Novi Sad	Serbian language
Hadžić, O.	Numeričke i statističke metode u obradi eksperimentalnih podataka	1989	Institut za matematiku, Novi Sad	Serbian language
Stojaković, Mila Adžić, Nevenka	Zbirka rešenih zadataka sa pismenih ispita iz verovatnoće i matematičke statistike	1992	Univerzitet u Novom Sadu, Naučno obrazovni institut za primenjene osnovne discipline	Serbian language
Stojaković, M.	Verovatnoća, statistika i slučajni procesi	2007	Symbol, Novi Sad	Serbian language
Žižić, Mileva Lovrić, Miodrag	Metodi statističke analize	2005	Centar za izdavačku delatnost Ekonomskog fakulteta	Serbian language