Statistics

Studiengänge mit diesem Modul: International Event Management Shanghai (B.A.)

Kurzbeschreibung: This module introduces students to the basic concepts and the methods of statistics. A computer software (MATLAB) is used to enhance learning and to enable students to analyse data. Topics include descriptive statistics, basic concepts of probability, sampling distribution, hypothesis testing, variance and regression analysis.

Lehrinhalte: Chapter 1 probability of random events and random events Chapter 2 random variables and its distribution of the concept of random variable Chapter 3 multidimensional random variables and their distribution Chapter 4 digital characteristics and the limit theoremChapter 5 the basic knowledge of mathematical statistics Chapter 6 estimated parameters Chapter 7 hypothesis testing Chapter 8 variance analysis and regression analysis Chapter 9 Application of MATLAB software

Lernergebnisse / Kompetenzziele: Wissensverbreiterung
Students who successfully complete this module understand the basic theories and concepts of probability and statistics (such as descriptive statistics, sampling distribution, hypothesis testing, variance and regression analysis).
Wissensvertiefung
Students who successfully complete this module understand basic theories and concepts of mathematical statistics and are able to skillfully apply them in economic analyses.
Können - instrumentale Kompetenz
Students who successfully complete this module can apply statistical software to analyze data.
Können - kommunikative Kompetenz
Students who successfully complete this module demonstrate effective team work skills.
Können - systemische Kompetenz

Lehr-/Lernkonzept

Workload Dozentengebunden
Std. Workload	Lehrtyp
30	Vorlesungen
15	betreute Kleingruppen
15	individuelle Betreuung
Workload Dozentenungebunden
Std. Workload	Lehrtyp
45	Veranstaltungsvor-/-nachbereitung
45	Prüfungsvorbereitung

Literatur: T. Zhou and Z.N. Zhu, Soliton interactions in some semi-discrete integrable systems, J. Math. Phys., 2012, 53, 03350; T. Zhou, Z.N. Zhu and P. He, A fifth order semi-discrete mKdV equation, Sci. China Math., 2012, 55;

T. Zhou and Z.N. Zhu, Explicit solutions for a semi-discrete Business equation system, Appl. Math. Comput., 2014, 249.

Prüfungsleistung