Statistical analysis of financial data with many zeros
Sign Up to like & getrecommendations! Published in 2017 at "Wiley Interdisciplinary Reviews: Computational Statistics"
DOI: 10.1002/wics.1399
Abstract: One of the core issues in finance is to understand why firms finance themselves as they do. This issue has become increasingly important because how firms are financed influences their performance and value. Since the… read more here.
Keywords: analysis; finance; financial data; debt claim ... See more keywords
Forecasting Turkish real GDP growth in a data-rich environment
Sign Up to like & getrecommendations! Published in 2019 at "Empirical Economics"
DOI: 10.1007/s00181-017-1357-8
Abstract: This study generates nowcasts and forecasts for the growth rate of the gross domestic product in Turkey using 204 daily financial series with mixed data sampling (MIDAS) framework. The daily financial series include commodity prices,… read more here.
Keywords: real gdp; growth; forecasting turkish; financial data ... See more keywords
A new financial data forecasting model using genetic algorithm and long short-term memory network
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.04.086
Abstract: Abstract Financial data forecasting is conducive to get a better understanding of the future economic situation. Recently, variational mode decomposition (VMD) is introduced into the field of financial data forecasting. However, the prediction accuracy of… read more here.
Keywords: genetic algorithm; model; financial data; data forecasting ... See more keywords
Multivariate cumulants in outlier detection for financial data analysis
Sign Up to like & getrecommendations! Published in 2020 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2020.124995
Abstract: There are many research papers yielding the financial data models, where returns are tied either to the fundamental analysis or to the individual, often irrational, behaviour of investors. In the second case the bubble followed… read more here.
Keywords: analysis; multivariate cumulants; detection; financial data ... See more keywords
Visual Exploration of Financial Data with Incremental Domain Knowledge
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14723
Abstract: Modelling the dynamics of a growing financial environment is a complex task that requires domain knowledge, expertise and access to heterogeneous information types. Such information can stem from several sources at different scales, complicating the… read more here.
Keywords: information; domain knowledge; financial data; domain ... See more keywords
Efficient Dynamic Cost Scheduling Algorithm for Financial Data Supply Chain
Sign Up to like & getrecommendations! Published in 2021 at "Algorithms"
DOI: 10.3390/a14070211
Abstract: The financial data supply chain is vital to the economy, especially for banks. It affects their customer service level, therefore, it is crucial to manage the scheduling of the financial data supply chain to elevate… read more here.
Keywords: financial data; supply chain; data supply; cost ... See more keywords