151-0503/06 – Statistics A (StatA)

Gurantor department	Department of Mathematical Methods in Economics	Credits	5
Subject guarantor	doc. Ing. Václav Friedrich, Ph.D.	Subject version guarantor	doc. Ing. Václav Friedrich, Ph.D.
Study level	undergraduate or graduate	Requirement	Compulsory
Year	2	Semester	winter
		Study language	English
Year of introduction	2019/2020	Year of cancellation
Intended for the faculties	EKF	Intended for study types	Bachelor

Instruction secured by
Login	Name	Tuitor	Teacher giving lectures
FRI02	doc. Ing. Václav Friedrich, Ph.D.
RAI0043	Vivek Rai

Extent of instruction for forms of study
Form of study	Way of compl.	Extent
Full-time	Credit and Examination	2+2

Subject aims expressed by acquired skills and competences

The aim is -to learn students how to present a set of data by tables, graphs and descriptive measures, -to make them acquainted with some parts of probability theory, especially with the term random variable, that is one of tools for description of uncertainity of real economical situations, -to make them able to use basic types of probability distributions for solution of practical cases, -to make them know the principles of some methods of statistical inference and use them for estimating and testing population parameters, -to give the view of regression and correlation analysis.

Teaching methods

Lectures
Tutorials

Summary

Předmět představuje vstupní kurs do problematiky pravděpodobnosti a statistiky. Poskytuje základy k dovednosti popisovat náhodné procesy v ekonomii pomocí náhodných proměnných. Seznamuje se základy deskriptivní statistiky, statistické indukce, regresní analýzy, korelační analýzy.

Compulsory literature:

Teaching material of respective teachers.

Recommended literature:

ANDERSON, David Ray, Dennis J. SWEENEY a Thomas Arthur WILLIAMS. Statistics for business and economics. 11th ed., rev. Mason: South-Western Cengage Learning, c2012. ISBN 978-0-538-48164-9. ROSS, Sheldon M. Introduction to probability and statistics for engineers and scientists. 4th ed. Amsterdam: Elsevier/Academic Press, c2009. ISBN 978-0-12-370483-2. FREUND, Rudolf Jakob, William J. WILSON a Donna L. MOHR. Statistical methods. 3rd ed. Burlington: Elsevier/Academic Press, c2010. ISBN 978-0-12-374970-3.

Additional study materials

Study supports in the EduDocs system

Way of continuous check of knowledge in the course of semester

continuous credit test active participation in exercises combined exam - theory + examples

E-learning

The course is supported by e-learning course in LMS Moodle. https://lms.vsb.cz

Other requirements

knowledge of mathematics within the scope of the high school curriculum ability to work on a PC, fundamentals of MS Excel

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Statistics and statistical thinking 2. Presentation of statistical data 3. Descriptive statistics of numerical data 4. Pooled and interval data 5. Association, contingency tables 6. Correlation and regression, time series 7. Probability and probability calculations 8. Conditional probability, decision trees 9. Random variable and probability distribution 10. Normal distribution, limit theorems 11. Basics of statistical inference

Conditions for subject completion

Full-time form (validity from: 2019/2020 Winter semester)

Task name	Type of task	Max. number of points (act. for subtasks)	Min. number of points	Max. počet pokusů
Credit and Examination	Credit and Examination	100 (100)	51
Credit	Credit	45	23
Examination	Examination	55	21	3

Valid from	Valid until	Mandatory attendence participation
Sep 16, 2023 10:27:50 PM	Sep 16, 2023 10:55:39 PM	lectures are optional but recommended exercises are mandatory deadlines for credit tasks are mandatory
Aug 23, 2022 11:23:11 AM	Sep 16, 2023 10:27:50 PM	lectures are optional but recommended exercises are mandatory deadlines for credit tasks are binding
May 28, 2021 9:35:26 AM	Aug 23, 2022 11:23:11 AM	lectures are optional but recommended exercises are mandatory deadlines for credit tasks are binding ISP students have the same study responsibilities as other students; in exceptional cases higher absences may be tolerated (max. 50%)
Apr 16, 2019 9:04:25 PM	May 28, 2021 9:35:26 AM	lectures are optional but recommended exercises are mandatory deadlines for credit tasks are binding ISP students have the same study responsibilities as other students; in exceptional cases higher absences may be tolerated (max. 50%)
Apr 16, 2019 9:03:02 PM	Apr 16, 2019 9:04:25 PM	lectures are optional but recommended exercises are mandatory deadlines for credit tasks are binding ISP students have the same study responsibilities as other students; in exceptional cases higher absences may be tolerated (max. 50%)

Mandatory attendence participation: Attendance at lectures is recommended. Seminars are compulsory, tolerated excusable absences are two exercises (4 hours) within the semester. Credit test dates are mandatory for all students.

Show history

Conditions for subject completion and attendance at the exercises within ISP: Students with an Individual Study Plan (ISP) have the same study obligations as other students. In reasonable cases, the absence at the seminars up to maximum of 50% may be tolerated.

Show history

Valid from	Valid until	Conditions for subject completion and attendance at the exercises within ISP
Aug 23, 2022 11:23:11 AM	Sep 16, 2023 10:55:39 PM	ISP students have the same study responsibilities as other students; in exceptional cases higher absences may be tolerated (max. 50%)

Occurrence in study plans

Academic year	Programme	Branch/spec.	Form	Study language	Tut. centre	Year	Type of duty
2023/2024	(B0311A050004) Applied Economics	(S02) Economic Development	P	Czech	Ostrava	2	Compulsory	study plan
2023/2024	(B0311A050004) Applied Economics	(S01) International Economic Relations	P	Czech	Ostrava	2	Compulsory	study plan
2023/2024	(B0311A050005) Applied Economics	(S02) International Economic Relations	P	English	Ostrava	2	Compulsory	study plan
2023/2024	(B0311A050005) Applied Economics	(S01) Economic Development	P	English	Ostrava	2	Compulsory	study plan
2023/2024	(B0311A050015) Informatics in Economy		P	Czech	Ostrava	2	Compulsory	study plan
2023/2024	(B0412A050006) Finance		P	English	Ostrava	2	Compulsory	study plan
2023/2024	(B0413A050012) Economics and Management	(S05) Sports management	P	Czech	Ostrava	2	Compulsory	study plan
2023/2024	(B0413A050012) Economics and Management	(S03) Management	P	Czech	Ostrava	2	Compulsory	study plan
2023/2024	(B0413A050012) Economics and Management	(S04) Economics and Law in Business	P	Czech	Ostrava	2	Compulsory	study plan
2023/2024	(B0413A050012) Economics and Management	(S02) Business Administration	P	Czech	Ostrava	2	Compulsory	study plan
2023/2024	(B0413A050047) Business Administration		P	English	Ostrava	2	Compulsory	study plan
2022/2023	(B0311A050004) Applied Economics	(S02) Economic Development	P	Czech	Ostrava	2	Compulsory	study plan
2022/2023	(B0311A050004) Applied Economics	(S01) International Economic Relations	P	Czech	Ostrava	2	Compulsory	study plan
2022/2023	(B0311A050015) Informatics in Economy		P	Czech	Ostrava	2	Compulsory	study plan
2022/2023	(B0413A050012) Economics and Management	(S03) Management	P	Czech	Ostrava	2	Compulsory	study plan
2022/2023	(B0413A050012) Economics and Management	(S04) Economics and Law in Business	P	Czech	Ostrava	2	Compulsory	study plan
2022/2023	(B0413A050012) Economics and Management	(S05) Sports management	P	Czech	Ostrava	2	Compulsory	study plan
2022/2023	(B0413A050012) Economics and Management	(S02) Business Administration	P	Czech	Ostrava	2	Compulsory	study plan
2022/2023	(B0311A050005) Applied Economics	(S01) Economic Development	P	English	Ostrava	2	Compulsory	study plan
2022/2023	(B0311A050005) Applied Economics	(S02) International Economic Relations	P	English	Ostrava	2	Compulsory	study plan
2022/2023	(B0412A050006) Finance		P	English	Ostrava	2	Compulsory	study plan
2022/2023	(B0413A050047) Business Administration		P	English	Ostrava	2	Compulsory	study plan
2021/2022	(B0311A050004) Applied Economics	(S02) Economic Development	P	Czech	Ostrava	2	Compulsory	study plan
2021/2022	(B0311A050004) Applied Economics	(S01) International Economic Relations	P	Czech	Ostrava	2	Compulsory	study plan
2021/2022	(B0311A050005) Applied Economics	(S01) Economic Development	P	English	Ostrava	2	Compulsory	study plan
2021/2022	(B0311A050005) Applied Economics	(S02) International Economic Relations	P	English	Ostrava	2	Compulsory	study plan
2021/2022	(B0311A050015) Informatics in Economy		P	Czech	Ostrava	2	Compulsory	study plan
2021/2022	(B0412A050006) Finance		P	English	Ostrava	2	Compulsory	study plan
2021/2022	(B0413A050012) Economics and Management	(S04) Economics and Law in Business	P	Czech	Ostrava	2	Compulsory	study plan
2021/2022	(B0413A050012) Economics and Management	(S05) Sports management	P	Czech	Ostrava	2	Compulsory	study plan
2021/2022	(B0413A050012) Economics and Management	(S03) Management	P	Czech	Ostrava	2	Compulsory	study plan
2021/2022	(B0413A050012) Economics and Management	(S02) Business Administration	P	Czech	Ostrava	2	Compulsory	study plan
2020/2021	(B0311A050004) Applied Economics	(S01) International Economic Relations	P	Czech	Ostrava	2	Compulsory	study plan
2020/2021	(B0311A050004) Applied Economics	(S02) Economic Development	P	Czech	Ostrava	2	Compulsory	study plan
2020/2021	(B0311A050005) Applied Economics	(S02) International Economic Relations	P	English	Ostrava	2	Compulsory	study plan
2020/2021	(B0311A050005) Applied Economics	(S01) Economic Development	P	English	Ostrava	2	Compulsory	study plan
2020/2021	(B0412A050006) Finance		P	English	Ostrava	2	Compulsory	study plan
2020/2021	(B0413A050012) Economics and Management	(S02) Business Administration	P	Czech	Ostrava	2	Compulsory	study plan
2020/2021	(B0413A050012) Economics and Management	(S05) Sports management	P	Czech	Ostrava	2	Compulsory	study plan
2020/2021	(B0413A050012) Economics and Management	(S03) Management	P	Czech	Ostrava	2	Compulsory	study plan
2020/2021	(B0413A050012) Economics and Management	(S04) Economics and Law in Business	P	Czech	Ostrava	2	Compulsory	study plan
2020/2021	(B0311A050015) Informatics in Economy		P	Czech	Ostrava	2	Compulsory	study plan
2019/2020	(B0413A050012) Economics and Management	(S03) Management	P	Czech	Ostrava	2	Compulsory	study plan
2019/2020	(B0413A050012) Economics and Management	(S05) Sports management	P	Czech	Ostrava	2	Compulsory	study plan
2019/2020	(B0311A050004) Applied Economics	(S01) International Economic Relations	P	Czech	Ostrava	2	Compulsory	study plan
2019/2020	(B0413A050012) Economics and Management	(S04) Economics and Law in Business	P	Czech	Ostrava	2	Compulsory	study plan
2019/2020	(B0311A050005) Applied Economics	(S02) International Economic Relations	P	English	Ostrava	2	Compulsory	study plan
2019/2020	(B0413A050012) Economics and Management	(S02) Business Administration	P	Czech	Ostrava	2	Compulsory	study plan
2019/2020	(B0311A050005) Applied Economics	(S01) Economic Development	P	English	Ostrava	2	Compulsory	study plan
2019/2020	(B0311A050004) Applied Economics	(S02) Economic Development	P	Czech	Ostrava	2	Compulsory	study plan
2019/2020	(B0412A050006) Finance		P	English	Ostrava	2	Compulsory	study plan

Occurrence in special blocks

Block name	Academic year	Form of study	Study language	Type of block	Block owner
Incoming students- BS	2024/2025	Full-time	English	Choice-compulsory	163 - International Office	stu. block
Incoming students- BS	2023/2024	Full-time	English	Choice-compulsory	163 - International Office	stu. block
Incoming students- BS	2022/2023	Full-time	English	Choice-compulsory	163 - International Office	stu. block

Assessment of instruction

2022/2023 Winter