Essays about: "logit regression model"
Showing result 1 - 5 of 40 essays containing the words logit regression model.
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1. Classifying Previous Covid-19 Infection : Advanced Logistic Regression Approach
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : 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
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2. Founders And Financials- Machine Learning Algorithms in Venture Capital
University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomiAbstract : The increased usage of machine learning (ML) algorithms in venture capital investment screening poses the question of how different characteristics influence predictions. The purpose of this study is to investigate how founder and financial characteristics influence ML predictions of the raising of more than one round for Swedish startups. READ MORE
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3. Credit Where Credit's Due: An Empirical Study of Defaults in the Swedish Corporate Bond Market Between 2004 and 2023
University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomiAbstract : This paper studies the relationship between bond defaults and yield spread, and other bond and company variables observable at issuance using a comprehensive dataset of matured and defaulted bonds from non-financial Swedish firms, covering the period 2004-2023. We find that higher yield spreads are correlated with higher default probabilities, particularly in the high-yield (HY) bond segment. READ MORE
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4. Predicting hotel cancellations using machine learning
University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistikAbstract : 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
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5. Predictors Associated with Perception that Climate Change is an important issue - Insights from four Surveys on Urban Middle-Income Households in Mexico
University essay from Uppsala universitet/Institutionen för geovetenskaperAbstract : The challenges posed by climate change are a threat to human well-being as well as to natural ecosystems, but researchers indicate that awareness of and concern about climate change varies considerably. In this thesis, we investigate the socio-demographic factors associated with the perception of climate change, analysing four data sets collected from four surveys on urban middle-income households in Mexico. READ MORE