Essays about: "logit regression models"

Showing result 1 - 5 of 21 essays containing the words logit regression models.

  1. 1. Classifying Previous Covid-19 Infection : Advanced Logistic Regression Approach

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Daniel Westerholm; [2023]
    Keywords : Covid-19; logistic regression; clustering;

    Abstract : The study aimed to developed a logistic model based on antibody proteins, vaccinations and demographic factors that predicts previous infection in Covid-19. The data set comprised of 2750 individuals from eldercare homes in Sweden, with four test dates executed between October of 2021 and August of 2022. READ MORE

  3. 2. A multi-gene symbolic regression approach for predicting LGD : A benchmark comparative study

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Hanna Tuoremaa; [2023]
    Keywords : Symbolic regression; loss given default; credit risk; logit transformed regression; beta regression; multi-gene genetic programming; regression tree;

    Abstract : Under the Basel accords for measuring regulatory capital requirements, the set of credit risk parameters probability of default (PD), exposure at default (EAD) and loss given default (LGD) are measured with own estimates by the internal rating based approach. The estimated parameters are also the foundation of understanding the actual risk in a banks credit portfolio. READ MORE

  4. 3. Predicting hotel cancellations using machine learning

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Enok Gartvall; Oscar Skånhagen; [2022-02-18]
    Keywords : ;

    Abstract : Room cancellations is a big challenge for the hotel industry since the number of guest affects the whole operational setup. The purpose of the thesis is to predict hotel cancella-tions using machine learning and analyse which factors have the most influence. READ MORE

  5. 4. Statistical Learning of Key Performance Indicators for Swedish Football

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Jonathan Forsberg; Edward Yu; [2022]
    Keywords : ;

    Abstract : Football is the indisputable most popular sport globally, and the central question within this game is how to become the winning outcoming part. A possible approach to answer this question is to utilise data and its information for analysis and provide keyperformance indicators that distinguish the successful from the unsuccessful teams. READ MORE

  6. 5. Determinants of success on Crowdfunding in Europe. : Evidence from Kickstarter Platform

    University essay from Jönköping University/IHH, Centre for Entrepreneurship and Spatial Economics (CEnSE)

    Author : Ernestina Aba Afful; Sabahat Nasim; [2020]
    Keywords : Funding Gap; SMEs; Crowdfunding; Investment Crowdfunding;

    Abstract : Crowdfunding has become an alternative source of funding for small medium enterprises (SMEs) due to inadequate or lack of finance at its start-up. There has been lot of analysis by scholars pertaining the determinants of crowdfunding success and the objective of this theory is to pinpoint the factors of a successful crowdfunding project based on the most analyzed determinants by prior researchers (technology-based projects, social media and entertainment-based projects, other projects (such as food, publishing, arts), visual features (such as pictures, comments, updates, videos,etc), as well as investors contribution. READ MORE