Sökning: "Patrik Amethier"

Hittade 2 uppsatser innehållade orden Patrik Amethier.

  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

  3. 2. Data-Driven Predictions of Outcome for an Internet-Delivered Treatment Against Anxiety Disorders : A Comparison of Clinician and Algorithm Performance

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

    Författare :Hugo Haggren; Patrik Amethier; [2018]
    Nyckelord :;

    Sammanfattning : This paper analyzes a data set obtained from a recent study per ormed at The Karolinska Institute. The data set is comprised of 131 children with anxiety disorders, aged 8 - 12, who all underwent a novel treatment against their disorder called internet-delivered cognitive behavior therapy (ICBT). LÄS MER