Sökning: "regressionsmodeller"

Visar resultat 6 - 10 av 187 uppsatser innehållade ordet regressionsmodeller.

  1. 6. Radio Environment Compensation in a Narrowband IoT Positioning System : Using Radio Signal Metrics Between Stationary Devices

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

    Författare :Elin Berglund; [2023]
    Nyckelord :Positioning; IoT; machine learning; range estimation; Positionering; IoT; maskininlärning; avståndsuppskattning;

    Sammanfattning : The Internet of Things (IoT) has emerged as a powerful tool for meeting our need to collect information about and interact with our environments. One important aspect of this technology is positioning which imposes requirements on both the energy consumption and the arrangement of the systems. LÄS MER

  3. 7. A Dual-Lens Approach to Loss Given Default Estimation: Traditional Methods and Variable Analysis

    Master-uppsats, KTH/Matematik (Avd.)

    Författare :William Jaeckel; Nicolai Versteegh; [2023]
    Nyckelord :Loss given default; estimering; jämförande studie; variabelanalys; kreditförvaltning; utlåning till små och medelstora företag; riskanalys; Loss given default; estimering; jämförande studie; variabelanalys; kreditförvaltning; utlåning till små och medelstora företag; riskanalys;

    Sammanfattning : This report seeks to thoroughly examine different approaches to estimating Loss Given Default through a comparison of traditional estimation methods, as well as a deeper variable analysis on micro, small, and medium-sized companies using primarily regression decision trees. The comparative study concluded that estimating loss given default depends heavily on business-specific factors and data variety. LÄS MER

  4. 8. Machine Learning Model for Localization in an Urban Environment

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

    Författare :Erik Wallinder-Mähler; Magdalena Björk; [2023]
    Nyckelord :;

    Sammanfattning : The indoor localization problem has seen great improvements during the last tenyears and today it is possible to determine the location of electronic devices, such assmartphones, with centimeter precision. The aim of this project is to apply similar localizationmethods on multichannel antenna data gathered outdoors in an urban environment andanalyze the viability of this approach. LÄS MER

  5. 9. From Data to Decision: : Using Logistic Regression to Determine Creditworthiness

    Kandidat-uppsats, KTH/Matematisk statistik

    Författare :Joel Norling; Sami Abdu; [2023]
    Nyckelord :Bachelor Thesis; Scorecard modeling; Mathematical Statistics; Logistic Regression; Consumer Credits; Binning; Kandidatuppsats; Scorecard-modellering; Matematisk statistik; Logistisk regression; Konsumentkrediter; Binning;

    Sammanfattning : The development of scorecards for customer credit rating is a well-established field in the financial sector. The aim of this project, conducted in collaboration with a Swedish credit institute, was to develop a statistical model for predicting customer performance. LÄS MER

  7. 10. The role of age for the relationship between unemployment and well-being : A comparative study across different welfare state regimes

    Master-uppsats, Umeå universitet/Institutionen för socialt arbete

    Författare :Arezo Rezvani; [2023]
    Nyckelord :Unemployment; social exclusion; well-being; happiness; welfare regimes; gender regimes; gender roles; Arbetslöshet; social exkludering; välbefinnande; lycka; välfärdsregimer; könsregimer; könsroller;

    Sammanfattning : ABSTRACT  Aims:  While the relationship between unemployment and well-being is widely acknowledged, there has been little exploration of its consequences for older workers. It is also less clear whether this relationship differs between welfare states characterized by varying levels of social protection for the unemployed. LÄS MER