Search results for "Moving average crossover"
showing 3 items of 3 documents
Revisiting the Profitability of Market Timing with Moving Averages
2016
In a recent empirical study by Glabadanidis ("Market Timing With Moving Averages" (2015), International Review of Finance, Volume 15, Number 13, Pages 387-425; the paper is also available on the SSRN and has been downloaded more than 7,500 times) the author reports striking evidence of extraordinary good performance of the moving average trading strategy. In this paper we demonstrate that "too good to be true" reported performance of the moving average strategy is due to simulating the trading with look-ahead bias. We perform the simulations without look-ahead bias and report the true performance of the moving average strategy. We find that at best the performance of the moving average stra…
Revisiting the Profitability of Market Timing with Moving Averages
2017
In a recent empirical study by Glabadanidis (“Market Timing with Moving Averages” (2015), International Review of Finance 15(13):387–425), the author reports striking evidence of extraordinarily good performance of the moving average trading strategy. In this paper, we demonstrate that this “too good to be true” reported performance of the moving average strategy is due to simulating trading with look-ahead bias. We perform simulations without look-ahead bias and report the true performance of the moving average strategy. We find that, at best, the performance of the moving average strategy is only marginally better than that of the corresponding buy-and-hold strategy. In statistical terms,…
Moving Averages for Market Timing
2016
This paper begins by presenting the moving average methodology of detecting the direction of a trend and identifying turning points in the trend in real time. The paper then proceeds to introduce the general weighted moving average, derives some of its key properties, and discusses how to quantitatively assess the two important characteristics of a moving average: the average lag time and the smoothness. Finally the paper aims to give an overview of some specific types of moving averages used in market timing. These types include regular moving averages, moving averages of moving averages, and mixed moving averages with less lag time. Different types of moving averages are compared to each …