Essays about: "Summary Statistics"
Showing result 1 - 5 of 40 essays containing the words Summary Statistics.
-
1. Do two heads think better than one? Risk Differences in Gender and Team vs. Single Managed Mutual Equity Funds in Sweden
University essay fromAbstract : This empirical study examines whether team or single-managed mutual equity funds in the Swedish fund market are more risk-prone conditionally on the management structure during the last five years (2018-2022). Additionally, the gender of each fund manager is analyzed in order to find answers regarding gender's risk approach in investment decisions. READ MORE
-
2. Parameter Inference for Stochastic Models of Gene Expression in Eukaryotic Cells
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : 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. Autoencoder-Based Likelihood-Free Parameter Inference of Gene Regulatory Network
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Likelihood-free parameter inference is a well-known statistical methodology that estimates the posterior distribution of model parameters even in cases where the likelihood function is intractable. The performance of this method is highly correlated with the learning of summary statistics, which capture the key features from the high dimensional data such as time series. READ MORE
-
4. Using Social Media and Personality Predictions to Anticipate Startup Success
University essay from Lunds universitet/Matematisk statistikAbstract : This thesis explores the potential of integrating predicted founder personalities, based on the Big 5 Personality Framework, into Machine Learning (ML) models to enhance the accuracy of early-stage startup success predictions. Leveraging Natural Language Processing (NLP) techniques, we extracted personality insights from founders' tweets, focusing on US startups funded between 2013 and 2015. READ MORE
-
5. Approximate Bayesian Computation for Data-Driven Epidemiological Models
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : 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
