Sökning: "prediction of repair costs"

Hittade 1 uppsats innehållade orden prediction of repair costs.

  1. 1. Dynamic prediction of repair costs in heavy-duty trucks

    Master-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Lakshidaa Saigiridharan; [2020]
    Nyckelord :Hurdle Gamma model; Hierarchical hurdle Gamma model; Generalized linear model GLM ; Supervised Machine Learning; feature selection; Akaike Information Criterion AIC ; prediction of repair costs; heavy-duty trucks; truck variants; operational features;

    Sammanfattning : Pricing of repair and maintenance (R&M) contracts is one among the most important processes carried out at Scania. Predictions of repair costs at Scania are carried out using experience-based prediction methods which do not involve statistical methods for the computation of average repair costs for contracts terminated in the recent past. LÄS MER