Download or read book Study on the Machinery Market in Thailand and Singapore written by and published by . This book was released on 1988 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Prediction of Stock Market Index Movements with Machine Learning written by Nazif AYYILDIZ and published by Özgür Publications. This book was released on 2023-12-16 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book titled "Prediction of Stock Market Index Movements with Machine Learning" focuses on the performance of machine learning methods in forecasting the future movements of stock market indexes and identifying the most advantageous methods that can be used across different stock exchanges. In this context, applications have been conducted on both developed and emerging market stock exchanges. The stock market indexes of developed countries such as NYSE 100, NIKKEI 225, FTSE 100, CAC 40, DAX 30, FTSE MIB, TSX; and the stock market indexes of emerging countries such as SSE, BOVESPA, RTS, NIFTY 50, IDX, IPC, and BIST 100 were selected. The movement directions of these stock market indexes were predicted using decision trees, random forests, k-nearest neighbors, naive Bayes, logistic regression, support vector machines, and artificial neural networks methods. Daily dataset from 01.01.2012 to 31.12.2021, along with technical indicators, were used as input data for analysis. According to the results obtained, it was determined that artificial neural networks were the most effective method during the examined period. Alongside artificial neural networks, logistic regression and support vector machines methods were found to predict the movement direction of all indexes with an accuracy of over 70%. Additionally, it was noted that while artificial neural networks were identified as the best method, they did not necessarily achieve the highest accuracy for all indexes. In this context, it was established that the performance of the examined methods varied among countries and indexes but did not differ based on the development levels of the countries. As a conclusion, artificial neural networks, logistic regression, and support vector machines methods are recommended as the most advantageous approaches for predicting stock market index movements.

Download or read book Foreign Market Reports written by and published by . This book was released on 1968 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Machine Learning for Econometrics and Related Topics written by Vladik Kreinovich and published by Springer Nature. This book was released on with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Telecommunications Equipment U S Performance in Selected Major Markets Staff Research Study 24 written by and published by DIANE Publishing. This book was released on with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book International Commerce written by and published by . This book was released on 1965 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Foreign Commerce Weekly written by and published by . This book was released on 1953 with total page 1268 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Multinationals and East Asian Integration written by International Development Research Centre (Canada) and published by IDRC. This book was released on 1997 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multinationals and East Asian Integration

Download or read book Cumulative Index to Foreign Production and Commercial Reports written by United States. Bureau of International Commerce and published by . This book was released on 1972 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Index to Foreign Production and Commercial Reports written by United States. Bureau of International Commerce and published by . This book was released on 1971 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The United States Department of Commerce Publications Catalog and Index Supplement written by United States. Department of Commerce and published by . This book was released on 1972 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Handbook Of Financial Econometrics Mathematics Statistics And Machine Learning In 4 Volumes written by Cheng Few Lee and published by World Scientific. This book was released on 2020-07-30 with total page 5053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.

Download or read book Business America written by and published by . This book was released on 1991 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Commerce Today written by and published by . This book was released on 1972 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Technology and Skills in ASEAN written by C. Y. Ng and published by Institute of Southeast Asian. This book was released on 1986 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work is the result of collaborative research between ASEAN and Japanese scholars. It consists of two parts. The first focuses on the experiences and technology development efforts in ASEAN by ASEAN researchers. The second focuses on Japanese researchers’ perceptions on ASEAN needs and performances in technology development; and Japan’s historical experience as a recipient of international technology transfer

Download or read book Commerce America written by and published by . This book was released on 1978-05-08 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book FID Publication written by and published by . This book was released on 1974 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: