Essays about: "GLM"

Showing result 11 - 15 of 49 essays containing the word GLM.

  1. 11. Silage quality of grass and red clover-dominated forages as affected by particle size and additive, when ensiled at different dry-matter concentrations

    University essay from SLU/Dept. of Animal Environment and Health

    Author : Malin Hamberg; [2021]
    Keywords : additive content; dry matter; particle size; silage quality;

    Abstract : Syftet med denna studie var att undersöka effekterna av partikelstorlek samt typ och dosering av kemiska tillsatser på ensilagekvalitet och lagringsstabilitet hos klöverdominerat ensilage och gräsensilage vid två torrsubstans (TS)-halter. Partikelstorlekarna var ca 24 cm för långt ensilage och ca 5 cm för hackat ensilage. READ MORE

  2. 12. Combined Actuarial Neural Networks in Actuarial Rate Making

    University essay from KTH/Matematisk statistik

    Author : Axel Gustafsson; Jacob Hansén; [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. 13. Technical Support and Self-Service Troubleshooting: An Insurance Approach

    University essay from KTH/Matematik (Avd.)

    Author : Jakob Sundblad; [2021]
    Keywords : ;

    Abstract : Technical support and services are growing more and more competitive and have become a selling point for many companies. One way companies differentiate themselves is through extensive self-service solutions as a part of the support structure. However, the underlying cost drivers are not well understood. READ MORE

  4. 14. Supervised Learning for Prediction of Tumour Mutational Burden

    University essay from KTH/Matematisk statistik

    Author : Joanna Hargell; [2021]
    Keywords : Supervised Learning; Tumour Mutational Burden; Generalized Linear Models; Decision trees; Support Vector Machines; statistik; tillämpad matematik; statistisk inlärning; mutationsbörda;

    Abstract : Tumour Mutational Burden is a promising biomarker to predict response to immunotherapy. In this thesis, statistical methods of supervised learning were used to predict TMB: GLM, Decision Trees and SVM. READ MORE

  5. 15. Subsampling Strategies for Bayesian Variable Selection and Model Averaging in GLM and BGNLM

    University essay from Stockholms universitet/Statistiska institutionen

    Author : Jon Lachmann; [2021]
    Keywords : Bayesian model averaging; subsampling; GLM; BGNLM; IRLS; Optimisation;

    Abstract : Bayesian Generalized Nonlinear Models (BGNLM) offer a flexible alternative to GLM while still providing better interpretability than machine learning techniques such as neural networks. In BGNLM, the methods of Bayesian Variable Selection and Model Averaging are applied in an extended GLM setting. READ MORE