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Applied Statistics

Course Code:
11APAS
Academic Degree:
master
Study Programme:
Air Traffic Control and Management (N1041A040010)
semesterlanguage
1czech flag
Form of Study:
full-time and part-time
Credits:
4
Number of Hours:
2 + 2 hours per week - in full-time study
12 hours per semester - in part-time study
Type of Course:
obligatory
Course Completion:
credit, exam
Course Tutor:
 
roh  Lectures:
Ing. Pavla Pecherková, Ph.D.
roh  Training Course:
Ing. Pavla Pecherková, Ph.D.
roh  Part-time Study:
Ing. Pavla Pecherková, Ph.D.
Supervising Department:
Department of Applied Mathematics (16111)
Keywords:
hypothesis tests, regression analysis, multivariate analysis
Abstract:
Descriptive statistics, data preprocessing, discretize continuous data. Hypothesis testing - continuous and discrete variables. Regression and correlation analysis. Multivariable methods - multiple regression analysis, logistic regression analysis, ROC curve, MANOVA, PCA, Factor analysis. Power analysis, preparation, processing and evaluation of hte experiment.
Objectives:
To teach students the statistical processing of data, the choice of the correct processing procedure and the following evaluation of the obtained data, including adequate graphical outputs and the defense of the chosen procedure.