Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Selected topics in Applied Statistics (17.0M510)

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

General information:

Category	Academic-general educative
Scientific or art field	Teorijska i primenjena matematika
ECTS	5

Acquisition of basic theoretical and applied knowledge in certain areas of statistics, selected due to intensive application in engineering sciences. Students will be trained to understand data and to choose an adequate statistical method in accordance with the specific needs, implement it with the help of statistical software and interpret in detail the obtained results. The character of the subject is applied; through the analysis of real data obtained from the engineering disciplines, students are trained for teamwork as well as for interdisciplinary cooperation with engineering peers.

Students will use mastered knowledge and skills by abstracting some real problems from the domain of quantitative analyzes of mass phenomena, either independently or as a part of an interdisciplinary team, analyzing them with the help of acquired knowledge, and drawing scientifically based conclusions in the presence of uncertainty. The theoretical part of the knowledge will be used in the further course of studies and scientific research work.

Elements of descriptive statistics: measures of position and shape; empirical rule, Chebyshev's theorem. Inferential statistics: parametric and non-parametric tests for independent and paired samples (t-test for independent and paired samples, Mann-Whitney test, Wilcoxon sign test). Analysis of variance (one-way, repeated measurements, Kruscal-Wallis, Friedman). Correlation and regression analysis. Data reduction techniques: cluster analysis and principal component analysis.

Lectures; computing exercises; study and research work; consultations. In the lectures, the theoretical part of the material is presented accompanied by characteristic examples for easier understanding of the teaching subject. In the exercises, which follow the lectures, practical problems on data sets from engineering disciplines will be analyzed and the presented material from the lectures will be deepened. Through study and research work, the students independently, using additional scientific and professional literature, deepen knowledge in certain areas. In addition to lectures and exercises, consultations will also be held regularly.

Authors	Title	Year	Publisher	Language
D. C. Montgomery and G. C. Runger	Applied Statistics and Probability for Engineers (5th ed)	2011	John Wiley & Sons, Inc.	English
N. T. Cottegoda and R. Rosso	Applied Statistics for Civil and Environmental Engineers	2008	Blackwell publishing	English
M. R. Spiegel and L. J. Stephens	Theory and Problems of Statistics (4th ed), Schaums’ Outline Series	2008	McGraw-Hill	English

Course activity	Pre-examination	Obligations	Number of points
Theoretical part of the exam	No	Yes	20.00
Exercise attendance	Yes	Yes	5.00
Lecture attendance	Yes	Yes	5.00
Practical part of the exam - tasks	No	Yes	50.00
Term paper	Yes	Yes	20.00