Essays about: "Sequential Monte Carlo"

Showing result 1 - 5 of 22 essays containing the words Sequential Monte Carlo.

  1. 1. Parameter Inference for Stochastic Models of Gene Expression in Eukaryotic Cells

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Ansar Siddiqui; [2023]
    Keywords : ;

    Abstract : Simulation models are often used to study a system or phenomenon. However, before a simulation model can be used, its parameter needs to be fit to mimic observed data. This is called the parameter inference problem. READ MORE

  3. 2. Approximate Bayesian Computation for Data-Driven Epidemiological Models

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Christoph Nötzli; [2023]
    Keywords : ;

    Abstract : Epidemiological models can help us to understand the spread of pathogens in a population. Fitting these mathematical models to epidemiological data can be a difficult task due to uncertain or missing data. READ MORE

  4. 3. Longitudinal Group Sequential Testing

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Emil Lanzén; [2023]
    Keywords : ;

    Abstract : Sequential testing is used in clinical trials and online experiments to terminate trials early if there is sufficient evidence of a treatment effect, reducing the subjects’ exposure to potentially harmful treatments. However, incomplete follow-up of trial subjects can lead to biased estimation of the treatment effect. READ MORE

  5. 4. Realistic Track and Event Reconstruction of the Ξ Hyperons at PANDA

    University essay from Uppsala universitet/Kärnfysik

    Author : Vitor Jose Shen; [2023]
    Keywords : Hyperon; Cascade Particle; PANDA Experiment; Tracking Algorithm; Track Evaluation; Track Reconstruction; Event Reconstruction;

    Abstract : The PANDA experiment at FAIR is an antiproton experiment and it will offer unique possibilities for the study of hadron physics including hyperon physics. With the PANDA detector, it will be possible to exclusively reconstruct hyperon-antihyperon events. READ MORE

  6. 5. Sequential Good-Turing and the Missing Species Problem

    University essay from Lunds universitet/Matematisk statistik

    Author : Oskar Andersson; [2022]
    Keywords : Good Turing; The missing Species problem; Good Toulmin; unseen species; Mathematics and Statistics;

    Abstract : This essay introduces the sequential Good-Turing estimator and reviews the Good-Turing, Good-Toulmin and smoothed Good-Toulmin estimators. Some theoretical properties and drawbacks of the estimators are described. READ MORE