Logistic Regression with Expert Intervention

0468130 - ÚTIA 2017 RIV US eng C - Konferenční příspěvek (zahraniční konf.)
Pecherková, Pavla - Nagy, Ivan
Logistic Regression with Expert Intervention.
SCSP 2016. Smart Cities Symposium Prague. Piscataway: IEEE, 2016 - (Koukol, M.), s. 1-5. ISBN 978-1-5090-1116-2.
[SCSP 2016. Smart Cities Symposium. Prague (CZ), 26.05.2016-27.05.2016]
Grant CEP: GA ČR GA15-03564S
Institucionální podpora: RVO:67985556
Klíčová slova: logistic regression * Newton method * traffic accidents
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
http://library.utia.cas.cz/separaty/2016/AS/pecherkova-0468130.pdf

This paper deals with problem of analysis of traffic data. A traffic network has several types of roads: historical centre, peripherals, arterial roads, etc. They have specific properties. For a traffic analysis, large amounts of data are needed. Some traffic data are difficult to obtain due to their rare
occurrence. Typical example is the investigation of traffic accidents. In these cases, data from other similar roads can be used. In such cases, an expert intervention added to the general analysis is very important. In this paper, the logistic regression with two types of expert intervention is briefly introduced. The performance of these methods is demonstrated on examples concerning seriousness of traffic accidents.
Trvalý link: http://hdl.handle.net/11104/0266864