Essays about: "Logistisk Regression"

Showing result 6 - 10 of 156 essays containing the words Logistisk Regression.

  1. 6. A Predictive Analysis of Customer Churn

    University essay from KTH/Matematisk statistik

    Author : Olivia Eskils; Anna Backman; [2023]
    Keywords : Churn prediction; CRM; optimization; applied mathematics; machine learning; gradient boosting; random forest; logistic regression; insurance industry; Kundbortfall; CRM; optimering; tillämpad matematik; maskininlärning; gradient boosting; random forest; logistisk regression; försäkringsbranschen;

    Abstract : Churn refers to the discontinuation of a contract; consequently, customer churn occurs when existing customers stop being customers. Predicting customer churn is a challenging task in customer retention, but with the advancements made in the field of artificial intelligence and machine learning, the feasibility to predict customer churn has increased. READ MORE

  3. 7. Utilizing logistic regression to apply the ELO system in forecasting Premier League odds

    University essay from KTH/Matematisk statistik

    Author : Claudio Thegelström; [2023]
    Keywords : Premier League; ELO system; Historical odds; Logistic regression; Unbiased prediction; Premier League; ELO systemet; Historiska odds; Logistisk regression; Opartiska prediktioner;

    Abstract : This thesis provides insights into the creation of a model for predicting odds in the Premier League. It illustrates how the ELO system and historical odds, in combination with Monte Carlo simulations, can be implemented through logistic regression to predict odds in an unbiased way. READ MORE

  4. 8. Risk Stratification of Endometriosis through Machine Learning using Lifestyle Data : An Extensive Analysis on Lifestyle Data to Reveal Patterns in People with Endometriosis

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Patrick Carrera Jeri; [2023]
    Keywords : Lifestyle fators; Machine learning; Risk stratification; Endometriosis; Livsstilsfaktorer; Maskininlärning; Riskstratifiering; Endometrios;

    Abstract : Endometriosis affect 11% of women of reproductive years worldwide. The project made use of lifestyle factors coming from the Lucy application. READ MORE

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

    University essay from KTH/Matematisk statistik

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

    Abstract : 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. READ MORE

  6. 10. A Descriptive Analysis of Football Matches using Logistic Regression

    University essay from KTH/Matematisk statistik

    Author : Oscar Grankvist; Ivan-Edvard Bergman; [2023]
    Keywords : Football; Premier League; Logistic Regression; Match-related statistics; Fotboll; Premier League; Logistisk regression; Matchrelaterad Statisik;

    Abstract : The aim of this study was to explore how match-related statistics contribute to winning association football matches. This is relevant for stakeholders in the football industry to facilitate the understanding of what factors contribute to winning matches and can thus be of use when formulating match tactics. READ MORE