Anglicky vyučovaný kurz navazujícící na Introductory Statistics (JEB142), který buduje znalosti a dovednosti potřebné pro navazujícící kurzy ekonometrie.
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Follow-up course to Introductory Statistics (JEB132 or JEB142) on probability theory and statistics, covering the basic notions needed for the course of econometrics.
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Deskriptory -
The following information is valid for academic year 2025/26 (updated slides shall appear soon)
Lectures (1x per week):
Mondays 9:30 am in lecture hall "Michal Mejstrik" O109
There will be altogether 12 lectures. Lectures will not be streamed online.
Exercise classes (1x per week):
Group 1: Mondays 11:00 am in lecture hall O314, Josef Kurka (Josef), capacity cap 50
Group 2: Mondays 15:30 pm in lecture hall O314, Ying Ma (Ying), capacity cap 50
Group 3: Tuesdays 9:30 am in lecture hall O109, Matěj Kořínek (Matej), capacity cap 50
Midterm: November 24th
Exam Dates: will be announced
Instruction for signing up for the exercise classes: Please select your favourite time-slot and teaching assistant and sign up for a particular class in the Student Information System when signing up of the course. Please note there are limits of available seats set for each group of exercise class.
Information for international students visiting IES: Please consider registration to this subject. From the experience in previous years many international students did not have good enough prior knowledge of mathematics to follow and pass this course. Registration without intention of passing the subject is not allowed.
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (28.09.2025)
The following information is valid for academic year 2025/26 (updated slides shall appear soon)
Lectures (1x per week):
Mondays 9:30 am in lecture hall "Michal Mejstrik" O109
There will be altogether 12 lectures. Lectures will not be streamed online.
Exercise classes (1x per week):
Group 1: Mondays 11:00 am in lecture hall O314, Josef Kurka (Josef), capacity cap 50
Group 2: Mondays 15:30 pm in lecture hall O314, Ying Ma (Ying), capacity cap 50
Group 3: Tuesdays 9:30 am in lecture hall O109, Matěj Kořínek (Matej), capacity cap 50
Midterm: November 24th
Exam Dates: will be announced
Instruction for signing up for the exercise classes: Please select your favourite time-slot and teaching assistant and sign up for a particular class in the Student Information System when signing up of the course. Please note there are limits of available seats set for each group of exercise class.
Information for international students visiting IES: Please consider registration to this subject. From the experience in previous years many international students did not have good enough prior knowledge of mathematics to follow and pass this course. Registration without intention of passing the subject is not allowed.
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (28.09.2025)
Podmínky zakončení předmětu -
Grading 2025/26:
There is altogether 100 points available. Offering bonus points is illegal at any subject at FSV UK.
midterm test: 20 points
homeworks (5 x): altogether 20 points
For each homework assignment only two pre-selected problems will be subject to grading. Full solutions to all problems shall be uploaded in SIS. Students can gain partial point award based on proportion of the correct answers within the pre-selected problems graded.
Point award from one homework with lowest score can be replaced by extra homeassignment/project in January 2026.
written exam: 60 points
Minimum requirement from the written exam is 30.5 points (stricly more than 50% of the written exam). Gaining less will result in grade F regardless of the total sum including HWs, midterm and final.
Grading system based on percents of the grade (non-integer values are rounded up)
91-100 points A excellent (with minor mistakes) 81-90 points B very good (above average with some mistakes) 71-80 points C good (solid with few major mistakes) 61-70 points D acceptable (with large number of major mistakes) 51-60 points E sufficient (satisfies minimum requirements) 0-50 points F insufficient (substantial extra work required)
Credit load 7 ECTS equivalent to 175+ hours of student work:
participation lecture time including online videos - 16 hours
participation seminar time - 16 hours
time anticipated for work on homeassignments - 5x12 hours
time anticipated for midterm preparation - 20 hours
time anticipated for exam preparation - 60 hours
exam - 3 hours
time anticipated for additional home study and reading during the semester - 15 hours
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Grading 2025/26:
There is altogether 100 points available. Offering bonus points is illegal at any subject at FSV UK.
midterm test: 20 points
homeworks (5 x): altogether 20 points
For each homework assignment only two pre-selected problems will be subject to grading. Full solutions to all problems shall be uploaded in SIS. Students can gain partial point award based on proportion of the correct answers within the pre-selected problems graded.
Point award from one homework with lowest score can be replaced by extra homeassignment/project in January 2026.
written exam: 60 points
Minimum requirement from the written exam is 30.5 points (stricly more than 50% of the written exam). Gaining less will result in grade F regardless of the total sum including HWs, midterm and final.
Grading system based on percents of the grade (non-integer values are rounded up)
91-100 points A excellent (with minor mistakes) 81-90 points B very good (above average with some mistakes) 71-80 points C good (solid with few major mistakes) 61-70 points D acceptable (with large number of major mistakes) 51-60 points E sufficient (satisfies minimum requirements) 0-50 points F insufficient (substantial extra work required)
Credit load 7 ECTS equivalent to 175+ hours of student work:
participation lecture time including online videos - 16 hours
participation seminar time - 16 hours
time anticipated for work on homeassignments - 5x12 hours
time anticipated for midterm preparation - 20 hours
time anticipated for exam preparation - 60 hours
exam - 3 hours
time anticipated for additional home study and reading during the semester - 15 hours
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Literatura -
Povinná četba:
BARTOSZYŃSKI, R. and NIEWIADOMSKA-BUGAJ, M. Probability and Statistical Inference. 3rd edition, Wiley, 2021.
RAMACHANDRAN, K.M., TSOKOS, Ch.P. Mathematical Statistics with Applications in R, 3rd edition, Elsevier, 2020.
Doporučená četba:
ANDERSON D.R., SWEENEY, D.J., WILLIAMS, T.A., CAMM J.D., COCHRAN J.J., Statistics for Business and Economics. 14th edition, Cengage Learning, 2019.
HANSEN, B., Probability and statistics for economists. Princeton University Press, 2022.
SUHOV, Y., KELBERT, M. Probability and Statistics by Example, volume 1, 2nd edition, Cambridge University Press, 2014.
MITTELHAMMER, R.C. Mathematical Statistics for Economics and Business. 2nd edition, Springer, New York, 2013.
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Mandatory:
BARTOSZYŃSKI, R. and NIEWIADOMSKA-BUGAJ, M. Probability and Statistical Inference. 3rd edition, Wiley, 2021.
RAMACHANDRAN, K.M., TSOKOS, Ch.P. Mathematical Statistics with Applications in R, 3rd edition, Elsevier, 2020.
Recommended:
ANDERSON D.R., SWEENEY, D.J., WILLIAMS, T.A., CAMM J.D., COCHRAN J.J., Statistics for Business and Economics. 14th edition, Cengage Learning, 2019.
HANSEN, B., Probability and statistics for economists. Princeton University Press, 2022.
SUHOV, Y., KELBERT, M. Probability and Statistics by Example, volume 1, 2nd edition, Cambridge University Press, 2014.
MITTELHAMMER, R.C. Mathematical Statistics for Economics and Business. 2nd edition, Springer, New York, 2013.
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Požadavky ke zkoušce -
Grading 2025/26:
There is altogether 100 points available. Offering bonus points is illegal at any subject at FSV UK.
midterm test: 20 points
homeworks (5 x): altogether 20 points
For each homework assignment only two pre-selected problems will be subject to grading. Full solutions to all problems shall be uploaded in SIS. Students can gain partial point award based on proportion of the correct answers within the pre-selected problems graded.
Point award from one homework with lowest score can be replaced by extra homeassignment/project in January 2026.
written exam: 60 points
Minimum requirement from the written exam is 30.5 points (stricly more than 50% of the written exam). Gaining less will result in grade F regardless of the total sum including HWs, midterm and final.
Grading system based on percents of the grade (non-integer values are rounded up)
91-100 points A excellent (with minor mistakes) 81-90 points B very good (above average with some mistakes) 71-80 points C good (solid with few major mistakes) 61-70 points D acceptable (with large number of major mistakes) 51-60 points E sufficient (satisfies minimum requirements) 0-50 points F insufficient (substantial extra work required)
Credit load 7 ECTS equivalent to 175+ hours of student work:
participation lecture time including online videos - 16 hours
participation seminar time - 16 hours
time anticipated for work on homeassignments - 5x12 hours
time anticipated for midterm preparation - 20 hours
time anticipated for exam preparation - 60 hours
exam - 3 hours
time anticipated for additional home study and reading during the semester - 15 hours
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Grading 2025/26:
There is altogether 100 points available. Offering bonus points is illegal at any subject at FSV UK.
midterm test: 20 points
homeworks (5 x): altogether 20 points
For each homework assignment only two pre-selected problems will be subject to grading. Full solutions to all problems shall be uploaded in SIS. Students can gain partial point award based on proportion of the correct answers within the pre-selected problems graded.
Point award from one homework with lowest score can be replaced by extra homeassignment/project in January 2026.
written exam: 60 points
Minimum requirement from the written exam is 30.5 points (stricly more than 50% of the written exam). Gaining less will result in grade F regardless of the total sum including HWs, midterm and final.
Grading system based on percents of the grade (non-integer values are rounded up)
91-100 points A excellent (with minor mistakes) 81-90 points B very good (above average with some mistakes) 71-80 points C good (solid with few major mistakes) 61-70 points D acceptable (with large number of major mistakes) 51-60 points E sufficient (satisfies minimum requirements) 0-50 points F insufficient (substantial extra work required)
Credit load 7 ECTS equivalent to 175+ hours of student work:
participation lecture time including online videos - 16 hours
participation seminar time - 16 hours
time anticipated for work on homeassignments - 5x12 hours
time anticipated for midterm preparation - 20 hours
time anticipated for exam preparation - 60 hours
exam - 3 hours
time anticipated for additional home study and reading during the semester - 15 hours
Poslední úprava: Hanus Luboš, Mgr., Ph.D. (15.09.2025)
Sylabus -
Sylabus čeština:
The teaching in this course runs in English only.
Úvod
Náhodné veličiny (W1+W2)
Mnohorozměná rozdělení a transformace náhodných veličin (W3)
Střední hodnoty (W4)
Podmíněná rozdělení a podmíněné střední hodnoty (W5)
