Sökning: "non-life insurance pricing"
Visar resultat 1 - 5 av 8 uppsatser innehållade orden non-life insurance pricing.
1. The deductibles impact on the risk premium
Master-uppsats, Umeå universitet/Institutionen för matematik och matematisk statistikSammanfattning : The aim of this master thesis is to derive methods that assesses the impact the deductiblehas on the risk premium of an insurance contract. The additive structure of a deductiblenecessitates approaches beyond treating it as a regular covariate in a generalized linearmodel for predicting the risk premium. LÄS MER
2. Spatial Statistical Modelling of Insurance Claim Frequency
Master-uppsats, Lunds universitet/Matematisk statistikSammanfattning : In this thesis a fully Bayesian hierarchical model that estimates the number of aggregated insurance claims per year for non-life insurances is constructed using Markov chain Monte Carlo based inference with Riemannian Langevin diffusion. Some versions of the model incorporate a spatial effect, viewed as the relative spatial insurance risk that originates from a policyholder's geographical location and where the relative spatial insurance risk is modelled as a continuous spatial field. LÄS MER
3. Using Gradient Boosting to Identify Pricing Errors in GLM-Based Tariffs for Non-life Insurance
Master-uppsats, KTH/Matematik (Avd.)Sammanfattning : Most non-life insurers and many creditors use regressions, more specifically Generalized Linear Models (GLM), to price their liabilities. One limitation with GLMs is that interactions between predictors are handled manually, which makes finding interactions a tedious and time-consuming task. LÄS MER
4. Predicting Large Claims within Non-Life Insurance
Kandidat-uppsats, KTH/Matematisk statistikSammanfattning : This bachelor thesis within the field of mathematical statistics aims to study the possibility of predicting specifically large claims from non-life insurance policies with commercial policyholders. This is done through regression analysis, where we seek to develop and evaluate a generalized linear model, GLM. LÄS MER
5. Large claims in non-life insurance
Master-uppsats, KTH/Matematisk statistikSammanfattning : It is of outmost importance for an insurance company to apply a fair pricing policy. If the price is too high, valuable customers are lost to other insurance companies while if it’s too low – it nets a negative profit. To achieve a good pricing policy, information regarding claim size history for a given type of customer is required. LÄS MER