Essays about: "Covariates"

Showing result 11 - 15 of 117 essays containing the word Covariates.

  1. 11. Towards individualised anaesthesia: A comparison between target-controlled infusion and closed-loop control

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Amanda Gustafsson; [2023]
    Keywords : Technology and Engineering;

    Abstract : Individualised healthcare is the future of medicine, due to the so called inter-patient variability. The inter-patient variability involves differences in the drug response between different patients. The effect of a drug can usually be divided into pharmacokinetics (PK) and pharmacodynamics (PD). READ MORE

  3. 12. Reconstruction of Fire Spread with a Markov Random Field Mixture Model

    University essay from Lunds universitet/Matematisk statistik

    Author : Marcus Gehrmann; [2023]
    Keywords : Forest fire; fire scars; spatial statistics; Markov random field; EM-algorithm; pseudo-likelihood; Mathematics and Statistics;

    Abstract : This thesis revolves around reconstructing fire sizes for historical fires in Jämtgaveln, Sweden based on data of fire scars in trees. We propose a Hidden Markov Model (HMM), where the domain is divided into quadratic grid cells of 250 $\times$ 250 m and with these grid cells we associate a binary Markov random field taking values 0 or 1 corresponding to no fire and fire respectively. READ MORE

  4. 13. Robust Supervised Learning in Multiple Environments

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Xinran Wei; [2023]
    Keywords : ;

    Abstract : In supervised machine learning, it is common practice to choose a loss function for learning predictive models, such as linear regression models and nonlinear neural networks. The primary objective is to attain accurate predictions. READ MORE

  5. 14. Wild boar habitat selection in south-central Sweden's forested habitats : effects of season and time

    University essay from SLU/Dept. of Ecology

    Author : Bengt Arvid Norström; [2023]
    Keywords : wild boar; habitat selection; GLMM; Sweden;

    Abstract : How wild boar utilize space, interact, and affect its surroundings is critical for understanding their ecology. Wild boar populations have increased rapidly in Sweden and continue to expand its distributional range further north. READ MORE

  6. 15. Statistical Modelling of Price Difference Durations Between Limit Order Books: Applications in Smart Order Routing

    University essay from KTH/Matematisk statistik

    Author : Hannes Backe; David Rydberg; [2023]
    Keywords : Smart Order Routing; Market Microstructure; Statistical Modelling; Survival Analysis; Kaplan-Meier; Cox Proportional Hazards; Random Survival Forest; Smart Order Routing; Marknadsmikrostruktur; Statistisk Modellering; Överlevnadsanalys; Kaplan-Meier; Cox Proportional Hazards; Random Survival Forest;

    Abstract : The modern electronic financial market is composed of a large amount of actors. With the surge in algorithmic trading some of these actors collectively behave in increasingly complex ways. Historically, academic research related to financial markets has been focused on areas such as asset pricing, portfolio management and financial econometrics. READ MORE