Statistical Methods and Structural Equation Modeling in Engineering | Faculty of Technical Sciences

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

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

General information:

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

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

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

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.

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).