Stock market represents an essential part of the economy in the Middle East, it is significant for shareholders and investors to estimate the stock price and select the best trading opportunity accurately in advance. This paper utilizes artificial neural network in the modeling of stock market exchange prices. The network was trained using supervised learning. Simulation was conducted for seven...

Crude oil is one of the most necessitated worldwide required commodities. Any slight fluctuation in crude oil prices can have both direct and indirect influence on the economy of the countries. The unpredictability of crude oil prices forced many companies away from the competition and it influence the stock market and many other macroeconomic variables (inflation, GDP, Import bill etc). Crude ...

Article history: Received 31 July 2008 Received in revised form 27 July 2009 Accepted 29 April 2010 Available online 16 May 2010 Complex networks are constructed to study correlations between the closing prices for all US stocks that were traded over two periods of time (from July 2005 to August 2007; and from June 2007 toMay 2009). The nodes are the stocks, and the connections are determined b...

It is expected that stock prices can be aaected by the local and overseas political and economic events. We extract events from the nancial news of Chinese local newspapers which are available on the web, the news are matched against stock prices databases and a new method is proposed for the mining of frequent temporal patterns.

Dynamic heterogeneous panel analysis of the correlation between stock prices and exchange rates Yuan-Ming Lee & Kuan-Min Wang To cite this article: Yuan-Ming Lee & Kuan-Min Wang (2015) Dynamic heterogeneous panel analysis of the correlation between stock prices and exchange rates, Economic ResearchEkonomska Istraživanja, 28:1, 749-772, DOI: 10.1080/1331677X.2015.1084889 To link to this article:...

this article intends to examine some theoretical viewpoints related to share values and prices in the stock market. in this context, the role of di vid end policie s, as well as the corelation of pricing th eories and dividends in postulating the market prices are studied. furthermore, the effects of promotion sh ares in the market, and the role of price anticipations and expected trends in the...

This paper presents an overview of how single stock futures (SSF) have developed since their introduction in the United States. We present a number of reasons why individual investor interest in SSF may not have reached its potential. Individual investors should note SSF volumes are very low and implied interest rates indicate that SSF settlement prices often have little relation to their respe...

RECENT EVENTS and research findings increasingly suggest that the stock market is not driven solely by news about fundamentals. There seem to be good theoretical as well as empirical reasons to believe that investor sentiment, also referred to as fads and fashions, affects stock prices. By investor sentiment we mean beliefs held by some investors that cannot be rationally justified. Such invest...

We examined whether press reports on the collective mood of investors can predict changes in stock prices. We collected data on the use of emotion words in newspaper reports on traders' affect, coded these emotion words according to their location on an affective circumplex in terms of pleasantness and activation level, and created indices of collective mood for each trading day. Then, by using...

This paper characterizes equilibrium asset prices under adaptive, rational and Bayesian learning schemes in a model where dividends evolve on a binomial lattice. The properties of equilibrium stock and bond prices under learning are shown to differ significantly. Learning causes the discount factor and risk-neutral probability measure to become path-dependent and introduces serial correlation a...