Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Statistics in Information Engineering (17.IFE255)

Native organizations units: Chair of Mathematics, Chair of Applied Computer Science

Type of studies	Title
Master Academic Studies	Information and Analytics Engineering (Year: 1, Semester: Summer)
Master Academic Studies	Information Engineering (Year: 1, Semester: Summer)

General information:

Category	Theoretical-methodological
Scientific or art field	Information-Communication Systems Teorijska i primenjena matematika
ECTS	6

Ability of abstract thinking and acquiring basic knowledge in the area of statistics.

Student is competent to design and solve mathematical models in the field of statistics in further education and professional courses.

Multisample estimation and hypothesis testing -parametric and nonparametric hypotheses and significance testing. Statistical inference. The analysis of variance – one-way, two-way, design 2k.. Regression analysis, linear, nonlinear and logistic regression. Statistical data visualization, graphing data. Statistical models (queuing theory, Monte Carlo modeling). Statistical software “R”. Techniques for drawing complex plots and diagrams.

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: Multisample estimation and hypothesis testing , the second module: regression). The oral part of the examination is not obligatory.

Authors	Title	Year	Publisher	Language

Course activity	Pre-examination	Obligations	Number of points
Test	Yes	Yes	15.00
Coloquium exam	No	Yes	25.00
Practical part of the exam - tasks	No	No	50.00
Oral part of the exam	No	Yes	15.00
Test	Yes	Yes	15.00
Coloquium exam	No	Yes	25.00
Exercise attendance	Yes	Yes	5.00