Essays about: "GLM"

Showing result 21 - 25 of 49 essays containing the word GLM.

  1. 21. Machine Learning and Telematics for Risk Assessment in Auto Insurance

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Frithiof Ekström; Anton Chen; [2020]
    Keywords : Telematics for car insurance; Gradient Boosting Machine; Neural Network; Machine Learning;

    Abstract : Pricing models for car insurance traditionally use variables related to the policyholder and the insured vehicle (e.g. car brand and driver age) to determine the premium. READ MORE

  3. 22. Site selection for small retail stores using sustainable and location-driven indicators : Case study: Starbucks coffee shops in Los Angeles

    University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Author : Vadym Sokol; Kristijan Jordanov; [2020]
    Keywords : site selection; business performance; decision-making; location-driven decisions; modeling; small retail stores; sustainability; LEED; GIS; Tapestry segmentation; foot traffic; consumers; GLM; proximities; demographics; Starbucks; ESRI;

    Abstract : Site selection decisions remains a complex yet crucial process for strong business performance. Despite the extensive number of publications in this field, the emergence of new data collection technique, improved location analytics, and changes in consumers’ preferences call for testing of new models and hypothesis. READ MORE

  4. 23. Bayesian insurance pricing using informative prior estimation techniques

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Alexandra Hotti; [2020]
    Keywords : ;

    Abstract : Large, well-established insurance companies build statistical pricing models based on customer claim data. Due to their long experience and large amounts of data, they can predict their future expected claim losses accurately. In contrast, small newly formed insurance start-ups do not have access to such data. READ MORE

  5. 24. On The Jackknife Averaging of Generalized Linear Models

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Valentin Zulj; [2020]
    Keywords : Model averaging; jackknife; generalized linear models; model screening; classification;

    Abstract : Frequentist model averaging has started to grow in popularity, and it is considered a good alternative to model selection. It has recently been applied favourably to gen- eralized linear models, where it has mainly been purposed to aid the prediction of probabilities. READ MORE

  6. 25. Motion asymmetry and body fat in Swedish riding school horses : is there a connection?

    University essay from SLU/Dept. of Anatomy, Physiology and Biochemistry

    Author : Emma Wärnsberg; [2020]
    Keywords : horse; equine; motion asymmetry; BCS; body fat; riding school; lameness;

    Abstract : In Sweden, there are about 18 000 riding school horses and in 2018 almost five million riding hours took place in Swedish riding schools. A recent study found that overweight is common in riding school horses, 28 % had a BCS ≥ 7. It has been reported that the prevalence of overweight and obesity in the equine population has increased worldwide. READ MORE