20.500.12556/DKUM-57648 Modeliranje avtomobilskih zavarovanj z generaliziranimi linearnimi modeli Modeling of car insurance with generalized linear models V delu bomo najprej predstavili osnove določanja premij v zavarovalništvu. Nato bomo podrobneje predstavili generalizirane linearne modele. Prikazali bomo matematično podlago teh modelov in nabor statističnih testov za njihovo preverjanje. V drugem delu bomo predstavili uporabo teorije na primeru zavarovanj avtomobilske odgovornosti. Napravili bomo model in testirali njegovo teoretično ustreznost. Na koncu bomo predstavili možnosti uporabe omenjenega modela za analizo poslovanja zavarovalnice in za določanje novih premij. In this thesis, we first present the basics of pricing in insurance. Then we present generalized linear models in detail. We show mathematical basis of these models and a set of statistical tests for validation. In the second part, we present a practical use of the theory on an example of MTPL insurance. We construct a model and test it for theoretical correctness. In the end, we show different uses of the model to analyze insurance company's business and set new premium prices. Generalizirani linearni modeli določanje premij zavarovalništvo R. Generalized linear models pricing insurance R. true true false [G. Pirš] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2016-03-06 18:58:57 2016-03-30 16:24:58 2022-06-14 03:07:00 2021-05-16 03:26:23 2016 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 519.673(043.2) 22053384 URN:SI:UM:DK:HUQBRY6C MAG_Pirs_Gregor_2016.pdf MAG_Pirs_Gregor_2016.pdf 1 49FDD895BD7D912FB4C188D6649E9A42 7e55cf107f65e6932097d9834851dc5aaf696b1eb6a46875cc8c3855c798e26d f4a99df4-7c0b-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=86984 Fakulteta za naravoslovje in matematiko 0 0 0