Course syllabus ST1 - Statistics (FBE - WS 2017/2018)


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Course title: Statistics
Semester: WS 2017/2018
Course supervisor: Mgr. Veronika Blašková, Ph.D.
Supervising department: Department of Statistics and Operation Analysis (FBE)
Time allowance: full-time, 2/2 (hours of lectures per week / hours of seminars per week)
part-time, 16/0 (lectures per period / seminars per period)
Prerequisites for registration: Mathematics I
Type of study: usual, consulting
Form of teaching: lecture, seminar
Mode of completion and credits: Exam (6 credits)
 
Course objective:
Acquirement of theoretical knowledge and basic calculation procedures in the field of descriptive statistics, probability theory, estimation and inferential statistics (confidence intervals, hypothesis tests, nonparametrics).
 
Course content:
1.Introduction to statistics (allowance 8/8)
 
a.The term of statistics, methods, therminology, tables and plots, stages of statistical investigation, frequency tables
b.statistical data, characteristics of level, variability, skewness and kurtosis

2.probability calculations (allowance 10/12)
 
a.elementary terminology of probability and distribution theory, definitions
b.repeated trials, with and without replacement
c.random variables, probability distribution, distribution function, probability density function, probability mass function
d.property of random variables
e.important distributions of continuous and discrete random variables

3.Fundamentals of inferential statistics (allowance 10/8)
 
a.Probability distributions of some important test statistics
b.Population and random sample
c.Point estimation, construction and properties
d.Confidence intervals, construction and properties
e.Statistical hypothesis tests, steps, errors
f.Parametric and nonparametric tests

 
Teaching methods and workload (hours of workload):
Type of teaching methodDaily attendanceCombined form
Direct teaching
     lecture28 h16 h
     practice24 h0 h
     consultation4 h0 h
Self-study
     preparation for exam96 h131 h
     preparation for regular testing10 h21 h
     elaboration and execution of projects6 h0 h
Total168 h168 h
 
Key words:
none
 
Course completion:
Credit is required for admission to the final exam. During semester, student performance is evaluated upon submission of written project and written midterm exam (max. 40 points can be awarded). In total, a student must receive at least 20 points to obtain the credit. Final exam consists of written and oral part. Computer assisted written exam takes 50 minutes. To pass, student must earn at least 50% total score. Students passing the written part may proceed to the oral exam.
 
Course methods: Course instruction takes place in form of lectures and practical lab sessions. In lectures, students receive background in theory coupled with illustrations and examples of statistical data processing and analysis, probability and distribution theory and hypothesis testing. In labs, real numerical examples are being practiced and consultations about semester project offered to students. In the course, students work on assigned project and take part in midterm written test.
 
Reading list:
Basic:
HINDLS, R. -- HRONOVÁ, S. -- SEGER, J. Statistika pro ekonomy. 4. vyd. Praha: Professional Publishing, 2003. 415 p. ISBN 80-86419-52-5.
BLAŠKOVÁ, V. -- TIRPÁKOVÁ, A. -- MARKECHOVÁ, D. -- STEHLÍKOVÁ, B. -- MOLL, I. -- STŘELEC, L. Statistika I. 1. vyd. Brno: MZLU v Brně, 2009. 228 p. ISBN 978-80-7375-286-6.

Recommended:
HINDLS, R. -- HRONOVÁ, S. -- NOVÁK, I. Analýza dat v manažerském rozhodování. 1. vyd. Praha: Grada, 1999. 358 p. ISBN 80-7169-255-7.
MAREK, L. et al. Statistika pro ekonomy: aplikace. 2. vyd. Praha: Professional Publishing, 2007. 485 p. ISBN 978-80-86946-40-5.

Study plans:
B-SE-EI Economic informatics, full-time form, initial academic year WS 2015/2016
B-EM-TM Tourism Management, full-time form, initial academic year WS 2016/2017
B-EM-ME Economics and Management, part-time form, initial academic year WS 2016/2017
B-EM-TM Trade management, full-time form, initial academic year WS 2016/2017
B-EPA-F Finances, full-time form, initial academic year WS 2016/2017
B-EM-SE Social economics, full-time form, initial academic year WS 2016/2017
B-EPA-PA Public administration, full-time form, initial academic year WS 2016/2017
B-EM-AFE Agriculture and food economics, full-time form, initial academic year WS 2016/2017
B-EM-ME Economics and Management, full-time form, initial academic year WS 2016/2017
 
Run in the period of: SS 2017/2018, SS 2016/2017, WS 2016/2017, SS 2015/2016, WS 2015/2016, SS 2014/2015   (and older)
Course tutor: Mgr. Veronika Blašková, Ph.D. (examiner, instructor, lecturer, supervisor)
Ing. Terézia Bobošová (instructor)
Ing. Michaela Staňková (instructor)
Ing. Jakub Šácha, Ph.D. (examiner, instructor, lecturer)
Bc. Ing. Jaroslava Vavrová (instructor)
Teaching language: Czech
Town: Brno


Last modification made by Ing. Jiří Gruber on 09/05/2017.

Type of output: