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On-Line Portfolio Selection with Moving Average Reversion
Portfolio Selection Moving Average Reversion
2012/9/14
On-line portfolio selection has attracted in-creasing interests in machine learning and AI communities recently. Empirical evidence show that stock’s high and low prices are temporary and stock price ...
Forecasting Value-at-Risk with Time-Varying Variance, Skewness and Kurtosis in an Exponential Weighted Moving Average Framework
exponential weighted moving average time -varying higher moments Cornish-Fisher expansion Gram -Charlier density risk management Value-at -Risk
2012/9/14
This paper provides an insight to the time-varying dynamics of the shape of the distribution of financial return series by proposing an exponential weighted moving average model that joint...
Multifractal detrending moving average cross-correlation analysis
cross-correlations multifractal detrended cross-correlation analysis extensive numerical experiments
2011/3/30
There are a number of situations in which several signals are simultaneously recorded in complex systems, which exhibit long-term power-law cross-correlations. The multifractal detrended cross-correla...
BSDEs with time-delayed generators of a moving average type with applications to pricing and utilities
backward stochastic differential equations time-delayed
2010/10/21
In this paper we consider backward stochastic differential equations with time-delayed generators of a moving average type. The classical and well-known framework with linear generators depending on $...
Detrending moving average algorithm for multifractals
Detrending moving average algorithm multifractals
2010/10/20
The detrending moving average (DMA) algorithm is a widely used technique to quantify the long-term correlations of non-stationary time series and the long-range correlations of fractal surfaces, which...
Using a Moving Average to Determine Cotton Futures Market Entry Dates
Using a Moving Average Determine Cotton Futures Market Entry Dates
2008/12/9
A persisting question in using the cotton (Gossypium hirsutum L.) futures market to increase the net price received is that of determining the time to place hedges. The objective of this research was ...
A finite dimensional approximation for pricing moving average options
pricing moving average
2010/12/13
We propose a method for pricing American options whose pay-off depends on the moving average of the underlying asset price. The method uses a finite dimensional approximation of the infinite-dimension...