Sökning: "Generaliserade linjära modeller"
Visar resultat 11 - 15 av 19 uppsatser innehållade orden Generaliserade linjära modeller.
11. Claims Reserving using Gradient Boosting and Generalized Linear Models
Master-uppsats, KTH/Matematisk statistikSammanfattning : One fundamental function of an insurance company revolves around calculating the expected claims costs for which the insurer has to compensate its policyholders for. This is the process of claims reserving which is practised by actuaries using statistical methods. LÄS MER
12. Algorithm that creates productcombinations based on customerdata analysis : An approach with Generalized Linear Modelsand Conditional Probabilities
Kandidat-uppsats, KTH/Matematisk statistikSammanfattning : This bachelor’s thesis is a combined study of applied mathematical statistics and industrial engineering and management implemented to develop an algorithm which creates product combinations based on customer data analysis for eleven AB. Mathematically, generalized linear modelling, combinatorics and conditional probabilities were applied to create sales prediction models, generate potential combinations and calculate the conditional probabilities of the combinations getting purchased. LÄS MER
13. Effect of perfluorononanoic acid (PFNA) on bovine early embryo development in vitro
Uppsats för yrkesexamina på avancerad nivå, SLU/Dept. of Clinical SciencesSammanfattning : Perfluoroalkyl and polyfluoroalkyl substances (PFASs) is a large family of highly fluorinated chemicals, used in different commercial products (e.g. in clothing, shampoos, kitchenware and fire-fighting foams) utilizing their different properties, and have been found in wildlife, humans and in the environment. LÄS MER
14. Risk Premium Prediction of Car Damage Insurance using Artificial Neural Networks and Generalized Linear Models
Master-uppsats, KTH/Matematisk statistikSammanfattning : Over the last few years the interest in statistical learning methods, in particular artificial neural networks, has reawakened due to increasing computing capacity, available data and a strive towards automatization of different tasks. Artificial neural networks have numerous applications, why they appear in various contexts. LÄS MER
15. Non-Life Insurance Pricing Using the Generalized Additive Model, Smoothing Splines and L-Curves
Master-uppsats, KTH/Matematik (Avd.)Sammanfattning : In non-life insurance, almost every tariff analysis involves continuous rating variables, such as the age of the policyholder or the weight of the insured vehicle. In the generalized linear model, continuous rating variables are categorized into intervals and all values within an interval are treated as identical. LÄS MER
