Market sentiment and exchange rate directional forecasting

Impact of Social Media Sentiments and Economic Indicators in Stock Market Prediction

Nowadays, stock market is the one of the major sources of raising resources for India and is act as a key driver for economic growth of a country. The stock market forecasting is a very difficult and highly complicated task because it is affected by many factors such as economic conditions, political events and investor’s sentiment etc. The stock market series are generally dynamic, nonparametr...

The Proposed Mathematical Models For Decision- Making And Forecasting On Euro- Yen In Foreign Exchange Market

The Impact of Investor Sentiment on the Futures Market: Evidence from the Taiwan Futures Exchange

This study examines the impact of investor sentiment on the Taiwan Futures Exchange. The application of the EGB2 model reveals the existence of a clear and significant relationship between sentiment and volatility, particularly in the MSCI, TE and TF futures markets. We find that all sentiment variables have limited forecasting power, and that negative return shocks will ultimately lead to an i...

Semantic Enhanced Social Media Sentiments for Stock Market Prediction

Traditional document representation for classification follows Bag of Words (BoW) approach to represent the term weights. The conventional method uses the Vector Space Model (VSM) to exploit the statistical information of terms in the documents and they fail to address the semantic information as well as order of the terms present in the documents. Although, the phrase based approach follows th...

Comparison of Selected Performance of Portfolio Investment Companies by Using of Grey Forecasting and Johnson’s Index in Tehran Stock Exchange Market

The purpose of resent research is to analysis and compares performance evaluation models of selected investment companies in Tehran Stock Exchange Market in the field of their portfolio management. The duration of research was between years 2009-2014. Statistical society the research is consisting of all active investment companies in in Tehran Stock Exchange Market which were 30 companies. Vol...