Essays about: "GLM"

Showing result 16 - 20 of 49 essays containing the word GLM.

  1. 16. Combined Actuarial Neural Networks in Actuarial Rate Making

    University essay from KTH/Matematisk statistik

    Author : Axel Gustafsson; Jacob Hansen; [2021]
    Keywords : Insurance; insurance pricing; rate making; pure premium modelling; generalised linear model; neural network; combined actuarial neural network; black box model interpretability; Försäkring; försäkringsprissättning; tariffanalys; pure premium modellering; generalised linear model; neurala nätverk; kombinerat aktuariskt neurala nätverk; black box modelltolkning;

    Abstract : Insurance is built on the principle that a group of people contributes to a common pool of money which will be used to cover the costs for individuals who suffer from the insured event. In a competitive market, an insurance company will only be profitable if their pricing reflects the covered risks as good as possible. READ MORE

  3. 17. Modeling risk and price of all risk insurances with General Linear Models

    University essay from KTH/Matematisk statistik

    Author : Ellinor Drakenward; Emelie Zhao; [2020]
    Keywords : Bachelor Thesis; Mathematical statistics; Generalized Linear Model; Multiplicative GLM; Regression analysis; Insurance Pricing; Claims; Tariff; Kandidatexamensarbete; Matematisk statistik; Generaliserad linjär modell; Försäkringsanspråk; Multiplikativ GLM; Regressionsanalys; Försäkring; Prissättning;

    Abstract : Denna kandidatexamen ligger inom området matematisk statistik. I samarbete med försäkringsbolaget Hedvig syftar denna avhandling till att utforska en ny metod för hantering av Hedvigs försäkringsdata genom att bygga en prissättningsmodell för alla riskförsäkringar med generaliserade linjära modeller. READ MORE

  4. 18. Dynamic prediction of repair costs in heavy-duty trucks

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Lakshidaa Saigiridharan; [2020]
    Keywords : Hurdle Gamma model; Hierarchical hurdle Gamma model; Generalized linear model GLM ; Supervised Machine Learning; feature selection; Akaike Information Criterion AIC ; prediction of repair costs; heavy-duty trucks; truck variants; operational features;

    Abstract : Pricing of repair and maintenance (R&M) contracts is one among the most important processes carried out at Scania. Predictions of repair costs at Scania are carried out using experience-based prediction methods which do not involve statistical methods for the computation of average repair costs for contracts terminated in the recent past. READ MORE

  5. 19. Analyzing the effect of competition in the hospitality industry

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Andreas Stasinakis; [2020]
    Keywords : Machine Learning; Competition; Competitive Analysis; Regression; LASSO;

    Abstract : Maximizing hotel's revenue is a hard and complicated task. A lot of aspects have to be taken into consideration during this procedure. One major variable is the competitors. Identifying hotel's competitors and using their behavior could be a crucial advantage for maximizing hotel's revenue. READ MORE

  6. 20. Nocturnal moths use of novel habitats : a case study on a power line in a forest-mire mosaic in boreal Sweden

    University essay from SLU/Dept. of Wildlife, Fish and Environmental Studies

    Author : Oskar Lövbom; [2020]
    Keywords : pollinators; Lepidoptera; moth; transmission line; assemblage structure; Noctuoidea; Geometridae;

    Abstract : Biodiversity and pollinators are declining all over the world, and a factor thought to cause this decline is destruction of natural habitats. One new way that has been discussed in an effort to try to mitigate the effects of declining habitats is to understand and use novel habitats, which are habitats created when, for example, building roads, railways, and power lines. READ MORE