Sökning: "André Gerbaulet"

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  1. 1. Sales Volume Forecasting of Ericsson Radio Units - A Statistical Learning Approach

    Master-uppsats, KTH/Matematisk statistik

    Författare :Patrik Amethier; André Gerbaulet; [2020]
    Nyckelord :Statistics; Applied mathematics; Neural networks; decision trees; machine learning; sales volumes; predictions; demand forecasting; Statistik; tillämpad matematik; neurala nätverk; trädmodeller; maskininlärning; försäljningsvolym; prognostisering;

    Sammanfattning : Demand forecasting is a well-established internal process at Ericsson, where employees from various departments within the company collaborate in order to predict future sales volumes of specific products over horizons ranging from months to a few years. This study aims to evaluate current predictions regarding radio unit products of Ericsson, draw insights from historical volume data, and finally develop a novel, statistical prediction approach. LÄS MER