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Using Artificial Neural Networks for Timeseries Smoothing and Forecasting
The aim of this publication is to identify and apply suitable methods for analysing and predicting the time series of gold prices, together with acquainting the reader with the history and characteristics of the methods and with the time series issues in general. Both statistical and econometric methods, and especially artificial intelligence methods, are used in the case studies. The publication presents both traditional and innovative methods on the theoretical level, always accompanied by a case study, i.e. their specific use in practice. Furthermore, a comprehensive comparative analysis of the individual methods is provided. The book is intended for readers from the ranks of academic staff, students of universities of economics, but also the scientists and practitioners dealing with the time series prediction. From the point of view of practical application, it could provide useful information for speculators and traders on financial markets, especially the commodity markets.
Economic Systems in the New Era: Stable Systems in an Unstable World
This proceedings book presents outcomes of the Innovative Economic Symposium – 2020 organized by the Institute of Technology and Business in České Budějovice (VŠTE) in Russia in collaboration with two universities: Financial University under the Government of the Russian Federation (Moscow) and Samara State University of Economics (Samara). The symposium aims to bring together experts and young scientists in economy, management, international relations, finance, marketing, and professional education from Asian and European countries, to share knowledge and experience and discuss issues related to stable economic development, international business, entrepreneurship, Industry 4.0, coope...
Corporate Bankruptcy Prediction
Bankruptcy prediction is one of the most important research areas in corporate finance. Bankruptcies are an indispensable element of the functioning of the market economy, and at the same time generate significant losses for stakeholders. Hence, this book was established to collect the results of research on the latest trends in predicting the bankruptcy of enterprises. It suggests models developed for different countries using both traditional and more advanced methods. Problems connected with predicting bankruptcy during periods of prosperity and recession, the selection of appropriate explanatory variables, as well as the dynamization of models are presented. The reliability of financial data and the validity of the audit are also referenced. Thus, I hope that this book will inspire you to undertake new research in the field of forecasting the risk of bankruptcy.
Handbook of Research on Financial Management During Economic Downturn and Recovery
Times of crisis are unexpected and they bring diverse challenges and opportunities for companies, financial markets, and the economy. On one hand, more risk and uncertainties appear, yet on the other hand, it is an opportunity to reorganize and reinvent the company. It is important for businesses to understand ways to deal with uncertainty and risk in times of economic downturn and what financial strategies and tools can be used to eliminate or reduce the potential negative effects. These effects can reach the company’s financial performance, capital structure, as well as cause financial debt and the availability of cash-flow to companies. However, different financial instruments can susta...
Quantitative Methods in Economics and Finance
The purpose of the Special Issue “Quantitative Methods in Economics and Finance” of the journal Risks was to provide a collection of papers that reflect the latest research and problems of pricing complex derivates, simulation pricing, analysis of financial markets, and volatility of exchange rates in the international context. This book can be used as a reference for academicians and researchers who would like to discuss and introduce new developments in the field of quantitative methods in economics and finance and explore applications of quantitative methods in other business areas.
ASEAN Australia Review 2020
The ASEAN Australia Review is the flagship publication of the ASEAN-Australia Strategic Youth Partnership (AASYP). The 2020 edition features sixteen articles from young authors across Southeast Asia and Australia on diverse range of topics centred around the theme of Australia ASEAN Cooperation.
Contratos Bancários
Esta obra aborda, de forma integrada e aberta à experiência prática, a dimensão material do Direito Bancário, ou seja, trata da dinâmica das relações jurídicas, com natureza eminentemente contratual, que se estabelecem entre os Bancos e os seus clientes. A matéria dos Contratos Bancários representa o cerne deste direito bancário material, muito embora não o esgote, uma vez que integra temas como os negócios jurídicos unilaterais, os deveres extranegociais assentes na lei, os deveres legais aplicáveis à relação bancária e as regras de responsabilidade civil do banco. Após uma apresentação do tema e da forma como o mesmo se integra no sistema jurídico, são abordados sucessivamente a natureza complexa da relação bancária e a abertura de conta, o contrato de depósito bancário, os contratos de crédito e os contratos bancários de garantia.
