Essays about: "Bayesian statistics"

Showing result 16 - 20 of 41 essays containing the words Bayesian statistics.

  1. 16. Bayesian Parametrisation ofIn Silico Tumour Models

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jonas Radvilas Umaras; [2018]
    Keywords : ;

    Abstract : Technological progress in recent decades has allowed researchers to utilise accurate but computationally demanding models. One example of this development is the adoption of the multi-scale modelling technique for simulating various tissues. These models can then be utilised to test the efficacy of new drugs, e.g. READ MORE

  2. 17. An estimator of winter loss of honey bees in Sweden

    University essay from Lunds universitet/Matematisk statistik

    Author : Elenor Hagö; [2018]
    Keywords : Mathematics and Statistics;

    Abstract : The aim of this thesis is to suggest a statistical model to estimate the loss rates of honey bees during winter in Sweden. The estimator is to be based on annual summary statistics, collected by the Swedish beekeeping organisation. READ MORE

  3. 18. On Bayesian optimization and its application to hyperparameter tuning

    University essay from Linnéuniversitetet/Institutionen för matematik (MA)

    Author : Antonio Matosevic; [2018]
    Keywords : Optimization; Bayesian statistics; Hyperparameter tuning; Machine learning;

    Abstract : This thesis introduces the concept of Bayesian optimization, primarly used in optimizing costly black-box functions. Besides theoretical treatment of the topic, the focus of the thesis is on two numerical experiments. READ MORE

  4. 19. Analysis of forklift data – A process for decimating data and analyzing fork positioning functions

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Gustav Sternelöv; [2017]
    Keywords : Statistics; CAN data; autoregressive; AR; decimation; signal processing; bayesian hierarchical model;

    Abstract : Investigated in this thesis are the possibilities and effects of reducing CAN data collected from forklifts. The purpose of reducing the data was to create the possibility of exporting and managing data for multiple forklifts and a relatively long period of time. READ MORE

  5. 20. Component State Prediction Based on Field Data : Master Thesis in Energy System Engineering

    University essay from

    Author : Linnea Johansson; [2017]
    Keywords : Gas Turbine; Prediction Model; Failure model; Field data; Environmental attributes; Weibull Distribution; Bayesian Statistics;

    Abstract : This master thesis is part of a big project at Siemens Industrial Turbomachinery (SIT) in Finspång aimed to use the operation experience available at SIT to predict the state of the gas turbines in general and some mechanical components in particular. The objective of the thesis is to continue the development of a prediction model based on experience data for estimations of a components lifetime. READ MORE