Essays about: "MLE"
Showing result 1 - 5 of 26 essays containing the word MLE.
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1. Complexity, Order and Underpricing: An Empirical Study of Underpricing in Technology IPOs
University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomiAbstract : Using a sample of IPOs in technology-intensive industries between 1983 and 2022, this paper studies the impact of firm-specific characteristics and actions of prior peers on the initial returns of IPOs. Three types of variables are tested to explain the reasons for the large level and variability of IPO underpricing in the technology sector identified in previous academic studies. READ MORE
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2. Analyzing the Negative Log-Likelihood Loss in Generative Modeling
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Maximum-Likelihood Estimation (MLE) is a classic model-fitting method from probability theory. However, it has been argued repeatedly that MLE is inappropriate for synthesis applications, since its priorities are at odds with important principles of human perception, and that, e.g. READ MORE
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3. Demography of Birch Populations across Scandinavia
University essay from Uppsala universitet/Växtekologi och evolution; Uppsala universitet/Institutionen för biologisk grundutbildningAbstract : Boreal forests are particularly vulnerable to climate change, experiencing a much more drastic increase in temperatures and having a limited amount of more northern refugia. The trees making up these vast and important ecosystems already had to adapt previously to environmental pressures brought about by the repeated glaciations during past ice ages. READ MORE
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4. Estimation of satellite orbits using ground based radar concept
University essay from Umeå universitet/Institutionen för fysikAbstract : Today an abundance of objects are circulating in earth captured orbit. Monitoring these objects is of national security interest. One way to map any object in orbit is with their Keplerian elements. A method for estimating the Keplerian elements of a satellite orbit simulating a ground based radar station has been investigated. READ MORE
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5. Inverse Uncertainty Quantification using deterministic sampling : An intercomparison between different IUQ methods
University essay from Uppsala universitet/Tillämpad kärnfysikAbstract : In this thesis, two novel methods for Inverse Uncertainty Quantification are benchmarked against the more established methods of Monte Carlo sampling of output parameters(MC) and Maximum Likelihood Estimation (MLE). Inverse Uncertainty Quantification (IUQ) is the process of how to best estimate the values of the input parameters in a simulation, and the uncertainty of said estimation, given a measurement of the output parameters. READ MORE