This book is the first of its kind to treat high-frequency trading and technical analysis as accurate sciences. The authors reveal how to build trading algorithms of high-frequency trading and obtain stable statistical arbitrage from the financial market in detail. The authors' arguments are...

Technical analysis is defined as the tracking and prediction of asset price movements using charts and graphs in combination with various mathematical and statistical methods. More precisely, it is the quantitative criteria used in predicting the relative strength of buying and selling forces...

Starting from February 2007 world market is facing what we call enantiodromia. The indices are correcting. It is not known whether this is the final correction but there is no doubt that the bubble has burst and air out of it is gushing out slowly (fast on an extended time frame). The biggest...

The use of technical analysis by financial market professionals is not well understood. This paper thus analyzes survey evidence from 692 fund managers in five countries, the vast majority of whom rely on technical analysis. At a forecasting horizon of weeks, technical analysis is the most...

This paper extends earlier studies on exchange rate expectations' formation by using new data and adding information about forecasters' reliance on fundamental analysis for the first time. We replicate the conventional result of non rational expectations. Moreover, biases in expectations are...

Magistro baigiamajame darbe suformuluotos akcijų portfelio formavimo ir valdymo problemos, išanalizuoti fundamentalios ir techninės analizės metodų taikymo principai, susisteminti įvairių Lietuvos ir užsienio autorių teoriniai ir praktiniai vertybinių popierių portfelio valdymo...

We present a model of exchange rates, which incorporates the monetary approach and technical trading, and we present the reduced form based on the minimal state variable solution, where both fundamentals and backward-looking term determine the spot exchange rates.Finally, we estimate the impact...

A DSGE model with a Taylor rule is augmented with an evolutionary switching between technical and fundamental analyses in currency trade, where the fractions of these trading tools are determined within the model. Then, a shock hits the economy. As a result, chaotic dynamics and long swings may...

It is shown in this letter that the magnitude of exchange rate overshooting is larger than in Dornbusch (1976) when chartists are introduced into the model. Also, the extent of overshooting depends inversely on the planning horizon. The latter follows from explicitly modelling the empirical...

Modern Portfolio Theory assumes that decisions are made by individual agents. In reality most investors are involved in group decision-making. In this research we propose to realize group decision-making process by application of Ensemble Learning algorithm, in particular Random Forest....