Sökning: "Tid-till-utfall"

Hittade 1 uppsats innehållade ordet Tid-till-utfall.

  1. 1. Deep Learning Approach for Time- to-Event Modeling of Credit Risk

    Master-uppsats, KTH/Matematisk statistik

    Författare :Mehnaz Kazi; Natalija Stanojlovic; [2022]
    Nyckelord :Survival Analysis; Credit Risk; Credit Scoring; Time-To-Event; Default Probability; Överlevnadsanalys; Kreditrisk; Kreditprövning; Tid-till-utfall; Sannolikhet för fallissemang;

    Sammanfattning : This thesis explores how survival analysis models performs for default risk prediction of small-to-medium sized enterprises (SME) and investigates when survival analysis models are preferable to use. This is examined by comparing the performance of three deep learning models in a survival analysis setting, a traditional survival analysis model Cox Proportional Hazards, and a traditional credit risk model logistic regression. LÄS MER