Sökning: "multiple logistic regression"

Visar resultat 1 - 5 av 97 uppsatser innehållade orden multiple logistic regression.

1. 1. Predicting Counter-Strike Matches using Machine Learning Models

   Kandidat-uppsats, Lunds universitet/Statistiska institutionen

   Författare :Erik Broms; William Nordansjö; [2024]
   Nyckelord :Mathematics and Statistics;

   Sammanfattning : Sports betting is a widespread industry where predictive modeling play a big role. The goal of this thesis is to explore the possibilities of machine learning within the realm of e-sport prediction. The data used for this thesis is publicly available data was recorded over a three year period. LÄS MER

3. 2. What are the odds of civil war? Investigating the relationship between quality of government, voter turnout, civil war, and the Democratic peace theory

   Kandidat-uppsats, Göteborgs universitet/Institutionen för globala studier

   Författare :Salome Nordberg; [2023-10-05]
   Nyckelord :Quality of government; civil war; voter turnout; democratic peace theory; logistic regression;

   Sammanfattning : The aim of this thesis is to quantitatively investigate the relationship between the quality of government, voter turnout, and civil war. By doing a hypothesistesting analysis through logistic regression. LÄS MER

4. 3. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning

   Kandidat-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Författare :Ilya Ploshchik; [2023]
   Nyckelord :Visualization; interaction; metamodels; validation metrics; predicted probabilities; stacking; stacked generalization; ensemble learning; machine learning;

   Sammanfattning : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. LÄS MER

5. 4. Gestational diabetes mellitus among foreign-born women in Sweden: A register-based study on the role of income.

   Magister-uppsats, Stockholms universitet/Institutionen för folkhälsovetenskap; Stockholms universitet

   Författare :Shayla Sharmin; Muhammad Usama; [2023]
   Nyckelord :Gestational diabetes mellitus; migration; income; country of birth; acculturation; registered-based study.;

   Sammanfattning : Aim:  The present study aimed to determine if foreign-born women from different countries of birth have a greater risk of GDM compared to Swedish-born women and to what extent income might mediate this relationship. Methods: This cross-sectional type study included 835279 women, of which 151,642 were foreign-born and 683637 were Swedish-born women who gave birth to their first singleton child in Sweden between 1997 to 2016. LÄS MER

7. 5. An Empirical Investigation of The Effect of Proxy Response and The Merits of Its Remedial Measures

   Magister-uppsats, Högskolan Dalarna/Institutionen för information och teknik

   Författare :Charles Edward Okon; Randi Kalanika Assalaarachchi; [2023]
   Nyckelord :missing data; proxy response; missingness mechanism; error-in-variable; logistic regression; Monte-Carlo simulation; missing at random; complete case analysis; proxy substitution; multiple imputation; inverse probability treatment weighting;

   Sammanfattning : In the event of missing data, substitution of data from proxy sources are usually considered a very useful alternative when available to avoid the problem of missingness. Nonetheless, research has also shown that this approach often induces “response bias”. LÄS MER