Essays about: "Bayes factor"

Showing result 1 - 5 of 11 essays containing the words Bayes factor.

  1. 1. Categorization of Swedish e-mails using Supervised Machine Learning

    University essay from KTH/Hälsoinformatik och logistik

    Author : Anna Mann; Olivia Höft; [2021]
    Keywords : Classification; categorization; e-mails; preprocessing; TF-IDF; machine learning; supervised learning; Naïve Bayes; Support Vector Machine; Decision Tree; Klassificering; kategorisering; e-postmeddelanden; förbehandling av data; TF-IDF; maskininlärning; övervakad inlärning; Naïve Bayes; Support Vector Machine; Decision Tree;

    Abstract : Society today is becoming more digitalized, and a common way of communication is to send e-mails. Currently, the company Auranest has a filtering method for categorizing e-mails, but the method is a few years old. The filter provides a classification of valuable e-mails for jobseekers, where employers can make contact. READ MORE

  3. 2. Applying Model Selection on Ligand-Target Binding Kinetic Analysis

    University essay from KTH/Proteinvetenskap

    Author : Klara Djurberg; [2021]
    Keywords : LigandTracer; kinetic models; Rituximab; Bayesian inference; Bayesian model selection; LigandTracer; interaktionsmodeller; Rituximab; Bayesiansk inferens; modellval;

    Abstract : The time-course of interaction formation or breaking can be studied using LigandTracer, and the data obtained from an experiment can be analyzed using a model of ligand-target binding kinetics. There are different kinetic models, and the choice of model is currently motivated by knowledge about the interaction, which is problematic when the knowledge about the interaction is unsatisfactory. READ MORE

  4. 3. Bayesian Model Selection with Intrinsic Bayes Factor for Location-Scale Model and Random Effects Model

    University essay from Örebro universitet/Handelshögskolan vid Örebro Universitet

    Author : Viktor Eriksson; [2020]
    Keywords : ;

    Abstract : .... READ MORE

  5. 4. Processing of task-irrelevant sounds while performing a visual task : A study of auditory steady-state evoked potentials

    University essay from Stockholms universitet/Psykologiska institutionen

    Author : Jenny Arctaedius; [2020]
    Keywords : Attention; Auditory Processing; Perceptual load; ASSRs; Filtering; EEG;

    Abstract : Perceptual capacity and selection in attention have for long been an interest in cognitive science, with early theories of early selection to late selection. Hearing is an important subject to investigate when it comes to attention and early auditory processing can be investigated by using auditory steady state responses (ASSRs). READ MORE

  6. 5. Sequential analyses in psychological research using Bayesian statistics

    University essay from Lunds universitet/Institutionen för psykologi

    Author : Pierre Klintefors; [2019]
    Keywords : Sequential analysis; Bayesian statistics; Optional stopping; Bayes factor; Bayesian estimation; Highest Density Intervals; Social Sciences;

    Abstract : It is important in psychological research to use well planned methods that are as time and resource efficient as possible, without jeopardizing the reliability and validity of psychological science. The present paper aims to test how sequential analyses could be implemented in psychological research using Bayesian statistics. READ MORE