342-0577/01 – Methods of Transport Prognostics (MDP)

Gurantor department	Institute of Transport	Credits	3
Subject guarantor	doc. Ing. Michal Dorda, Ph.D.	Subject version guarantor	doc. Ing. Michal Dorda, Ph.D.
Study level	undergraduate or graduate	Requirement	Compulsory
Year	1	Semester	summer
		Study language	Czech
Year of introduction	2004/2005	Year of cancellation	2009/2010
Intended for the faculties	FS	Intended for study types	Follow-up Master

Instruction secured by
Login	Name	Tuitor	Teacher giving lectures
BLA209	Ing. Martin Blatoň, Ph.D.
DOR028	doc. Ing. Michal Dorda, Ph.D.
KRI74	doc. Ing. Vladislav Křivda, Ph.D.

Extent of instruction for forms of study
Form of study	Way of compl.	Extent
Full-time	Graded credit	2+2
Part-time	Graded credit	8+4

Subject aims expressed by acquired skills and competences

The student will get acquainted with selected types of traffic surveys and their evaluation. We will also get acquainted with the issue of measuring dependencies, ie regression and correlation analysis, analysis of time series suitable for forecasting. He will be able to apply these methods to practical tasks.

Teaching methods

Lectures
Tutorials

Summary

The course deals with general prognostic methods and methods specialized for transport. Attention is paid to methods of processing random vectors and the issue of dependencies between its components. The course also includes issues of regression and correlation analysis, time series analysis and other suitable tools.

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:

Additional study materials

Study supports in the EduDocs system

Way of continuous check of knowledge in the course of semester

Průběžná písemka - celkem max. 40 b Zápočtová písemka - celkem max. 60 b. .

E-learning

Other requirements

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: 1960/1961 Summer semester, validity until: 2007/2008 Summer semester)

Task name	Type of task	Max. number of points (act. for subtasks)	Min. number of points	Max. počet pokusů
Graded exercises evaluation	Graded credit	100 (100)	0	3
Project	Project	35	16	3
Written exam	Written test	65	30	3

Mandatory attendence participation:

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Conditions for subject completion and attendance at the exercises within ISP:

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Occurrence in study plans

Academic year	Programme	Branch/spec.	Spec.	Form	Study language	Tut. centre	Year	Type of duty
2007/2008	(N2301) Mechanical Engineering	(2301T003) Transport Equipment and Technology	(30) Transport Technology	P	Czech	Ostrava	1	Compulsory	study plan
2007/2008	(N2301) Mechanical Engineering	(2301T003) Transport Equipment and Technology	(30) Transport Technology	K	Czech	Ostrava	1	Compulsory	study plan
2006/2007	(N2301) Mechanical Engineering	(2301T003) Transport Equipment and Technology	(30) Transport Technology	P	Czech	Ostrava	1	Compulsory	study plan
2006/2007	(N2301) Mechanical Engineering	(2301T003) Transport Equipment and Technology	(30) Transport Technology	K	Czech	Ostrava	1	Compulsory	study plan
2005/2006	(N2301) Mechanical Engineering	(2301T003) Transport Equipment and Technology	(30) Transport Technology	P	Czech	Ostrava	1	Compulsory	study plan
2005/2006	(N2301) Mechanical Engineering	(2301T003) Transport Equipment and Technology	(30) Transport Technology	K	Czech	Ostrava	1	Compulsory	study plan

Occurrence in special blocks

Block name	Academic year	Form of study	Study language	Year	W	S	Type of block	Block owner

Assessment of instruction

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