Sökning: "Generaliserade linjära modeller"

Visar resultat 6 - 10 av 19 uppsatser innehållade orden Generaliserade linjära modeller.

1. 6. Auditing the Moral Bounds of Al Systems : An Implementation of the Glass-box's Observation Stage

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Mauricio Byrd Victorica; [2022]
   Nyckelord :Artificial intelligence; Ethics; Auditing; Artificiell intelligens; Etik; Revision;

   Sammanfattning : Automated and assisted decision-making has become prevalent across a myriad of domains, often including sensitive and critical tasks where guarantees regarding the operation of artificially intelligent systems from an ethical standpoint become essential. Different parties have made efforts to develop guidelines to establish general ethical requirements these systems should comply with. LÄS MER

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

   Kandidat-uppsats, KTH/Matematisk statistik

   Författare :Ellinor Drakenward; Emelie Zhao; [2020]
   Nyckelord :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;

   Sammanfattning : 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. LÄS MER

4. 8. Simulation-Based Portfolio Optimization with Coherent Distortion Risk Measures

   Master-uppsats, KTH/Matematisk statistik

   Författare :Andreas Prastorfer; [2020]
   Nyckelord :Risk Management; Portfolio Optimization; Conditional Value-at-Risk; Coherent Distortion Riks Measures; Elliptical Distribution; GARCH model; Normal Copulas; Extreme Value Theory; Risk Contributions; Riskhantering; Portföljoptimering; Conditional Value-at-Risk; Koherenta distortionsriskmått; Elliptiska fördelningar; GARCH modeller; Normal-copula; Extremvärdes teori; Riskbidrag;

   Sammanfattning : This master's thesis studies portfolio optimization using linear programming algorithms. The contribution of this thesis is an extension of the convex framework for portfolio optimization with Conditional Value-at-Risk, introduced by Rockafeller and Uryasev. LÄS MER

5. 9. The Impact of Weather on Residential Fires in Sweden: A Regression Analysis

   Kandidat-uppsats, KTH/Matematisk statistik

   Författare :Viktor Reineck; Folke Ulfsparre; [2019]
   Nyckelord :Regression; Poisson; Negative binomial; Generalized linear models; Organizational theory; Regression; Poisson; Negativ binomial; Generaliserade linjära modeller; Organisationsteori;

   Sammanfattning : The purpose of this report is to investigate possible relationships between the number of residential fires in Sweden and various weather parameters. The study is conducted based on a hypothesis as stated by the MSB, the Swedish Civil Contingencies Agency, that behavioral factors related to weather can have an influence on the number of residential fires. LÄS MER

7. 10. Purchase behaviour analysis in the retail industry using Generalized Linear Models

   Master-uppsats, KTH/Matematisk statistik

   Författare :Sofia Karlsson; [2018]
   Nyckelord :Generalized linear models; Algorithm; Historical transaction; Retail; Fashion; Recommendation engine;

   Sammanfattning : This master thesis uses applied mathematicalstatistics to analyse purchase behaviour based on customer data of the Swedishbrand Indiska. The aim of the study is to build a model that can helppredicting the sales quantities of different product classes and identify whichfactors are the most significant in the different models and furthermore, tocreate an algorithm that can provide suggested product combinations in thepurchasing process. LÄS MER