342-0577/04 – Transport Prognostics (MDP)

Gurantor departmentInstitute of TransportCredits3
Subject guarantordoc. Ing. Michal Dorda, Ph.D.Subject version guarantordoc. Ing. Michal Dorda, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semestersummer
Study languageCzech
Year of introduction2012/2013Year of cancellation
Intended for the facultiesFSIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
DOR028 doc. Ing. Michal Dorda, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Graded credit 2+2
Combined Graded credit 8+4

Subject aims expressed by acquired skills and competences

Student will be informed about various kinds of traffic surveys and their evaluations, regression and correlation analysis, analysis of time series.

Teaching methods

Lectures
Tutorials

Summary

The subject Transport Prognostics is devoted to traffic surveys and their evaluation. The subject is further devoted to regression and correlation analysis, analysis of time series which are suitable for traffic prognosis.

Compulsory literature:

Briš,R.-Škňouřilová,P.:Statistics I. VŠB-TU Ostrava, 2007. Hill,T.-Lewicki,P.: Statistics : methods and applications : a comprehensive reference for science, insdustry and data mining. StatSoft, Tulsa, 2006, 832 pp. ISBN 1-884233-59-7.

Recommended literature:

Briš,R.-Škňouřilová,P.:Statistics I. VŠB-TU Ostrava, 2007. Hill,T.-Lewicki,P.: Statistics : methods and applications : a comprehensive reference for science, insdustry and data mining. StatSoft, Tulsa, 2006, 832 pp. ISBN 1-884233-59-7.

Way of continuous check of knowledge in the course of semester

Project 1 - Regression analysis. Project 2 - Gravitation model.

E-learning

Další požadavky na studenta

Individuální práce studentů: • Úloha 1 – využití vícenásobné regresní analýzy při prognóze výhledových objemů přepravy. • Úloha 2 – využití gravitačního modelu při určení mezioblastních vztahů. Zápočtový test v polovině a na konci semestru. Garant předmětu doc. Ing. Michal

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1) Basic concepts of traffic surveys. 2) Traffic volume survey and its evaluation. 3) Random vector processing. 4) Analysis of two-way tables. 5) Correlation analysis - Pearson and Spearman correlation coefficient. 6) Introduction to regression analysis. 7) Introduction to time series, trend analysis of time series. 8) Selected methods of traffic prognosis.

Conditions for subject completion

Full-time form (validity from: 2012/2013 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Graded exercises evaluation Graded credit 100  51
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2019/2020 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2018/2019 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2018/2019 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2017/2018 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2017/2018 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2016/2017 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2016/2017 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2015/2016 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2015/2016 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2014/2015 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2014/2015 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan
2013/2014 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology P Czech Ostrava 1 Compulsory study plan
2013/2014 (N2301) Mechanical Engineering (2301T003) Transport Equipment and Technology (30) Transport Technology K Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner