Meyers

Analytics

Analytics

Advanced Mathematical Trading Strategies & Walk Forward Out-Of-Sample Analysis

applied to algorithmic trading of stocks, futures & forex

Info: (312) 280-1687 support@meyersanalytics.com

applied to algorithmic trading of stocks, futures & forex

Info: (312) 280-1687 support@meyersanalytics.com

Order Online
Power Walk Forward

Optimizer Walk Forward

Metric Explorer Walk Forward

Input Explorer Walk Forward

Surface Explorer Key Daily & Intraday

Trading Strategies Nth Order Fixed Memory

Polynomial Strategy Nth Order Fading Memory

Polynomial Strategy End Point Fast Fourier

Transform Strategy Goertzel DFT

Strategy Five Parameter

Parabolic Strategy Dennis Meyers

Working Papers

Optimizer Walk Forward

Metric Explorer Walk Forward

Input Explorer Walk Forward

Surface Explorer Key Daily & Intraday

Trading Strategies Nth Order Fixed Memory

Polynomial Strategy Nth Order Fading Memory

Polynomial Strategy End Point Fast Fourier

Transform Strategy Goertzel DFT

Strategy Five Parameter

Parabolic Strategy Dennis Meyers

Working Papers

Momentum is defined as the difference, or percent change, between the current bar and a bar some lookback period in the past.. The major problem with using momentum based indicators is that the optimum lookback period seems to change over time creating losses with the current chosen lookback period. To avoid the errors due to a single lookback period we create an indicator that takes an weighted average of all significant lookback periods for the tradable. We named this indicator polychromatic because poly means many and chromatic means colors. Thus, polychromatic momentum for this indicator translates into the sum of many momentums.
## Product Description

The Polychromatic Momentum system is orientated to short term trading in all bar ranges (1 tic, 1 min, 5min, etc., daily) and with any tradeable price series. This system can also be used on futures, stocks, options, and mutual fund data.

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Thank you for your Interest....Dennis Meyers

The momentum magnitudes from different lookback periods are not equalized. That is, the momentum from 17 bars ago will have a range of magnitudes that are much greater than the range of momentum magnitudes of the one bar momentum. For Brownian motion random processes the expected distance a particle can move is proportional to the square root of time. Thus to equalize the effect of differences in magnitude so that the longer bar momentum magnitudes don't swamp the magnitudes of the shorter bar momentums in an average , we will weight the momentum values. The weighting function that we chose here is **n ^{ α }**, where α is a system input variable. This weighting will equalize the various momentum magnitudes

**Polychomatic Momentum Input Parameters**

**Mark**= Mark=0 means the position is not marked to the market on the last bar. Mark=1 means it is.**ns**= The starting bar momentum.**ne**= The last bar momentum.**α**= The exponent of the momentum weighting function.**bxo**= The polychomatic momentum buy level.**sxo**= The polychomatic momentum sell level.**pup**= The point amount the Polychomatic momentum curve has to increase from a prior low of the curve made while in a short position to initiate a buy signal (used for SP daily futures).**pdn**= The point amount the Polychomatic momentum curve has to decrease from a prior high of the curve made while in a long position to initiate a sell signal (used for SP daily futures).**Prc**= The price. It could also be set to (H+L+C)/3 or a function of O, H, L C.**mtmtype**= 0 means momentum=prc-prc[I] 1 means momentum=100*(prc-prc[I])/prc[I].**XopenBars**= Used only for Intraday bars. Don't buy or sell until XopenBars bars have past since the open. 0 = Ignore. Note, this input parameter avoids many opening gap whipsaws.**Xtime**, = 0, Used only for Intraday bars. Exit position before or at the close. if = 1610 then exit at 4:10pm EST. 0 = ignore .

For **TradeStation, Multicharts** all of the EasyLanguage strategy and indicator codes are directly importable into your choice of TS9 or MC and are ** fully disclosed.** There are

For **NeuroShell Trader/DayTrader Pro,** the Trading Strategy and Indicators are directly imported into NeuroShell via a special setup exe file and are fully disclosed in the Indicator wizard "MA_KeyTrSys" category and in the Trading Strategy Wizard "MA_KeyTrSys" directory. The C++ DLL code is not disclosed. The Input parameters to the strategy and indicator are changeable and optimizable so that the user can develop his own parameter set on his price series and time frame of interest. Although the system results will give parameters for the intraday or daily futures the system was tested on, the user can easily use this system on any tradeable or on any time frame.

The ** accompanying page manual** consists of:

**A short tutorial on the details of performing walk forward optimization with out-of-sample testing using TradeStation and how I look for the "best" parameters in a TS combinatorial optimization run(available in the TS Manual only).****A complete description of the Polychromatic Momentum system, it's derivation and it's input parameters.****The walk forward optimization method used and a table of the walk forward results for the system.****The input parameter test ranges****A chart printout with the Strategy and it's associated Indicator with all the system buy and sell signals displayed on the chart.****Performance Summaries for the test period and the out-of sample period segments.**

In addition The Polychromatic Momentum system has its exact duplicate in indicator form which is displayable on the price chart, so that the user can visually see how the buy and sell signals occur.

For **TradeStation, MultiCharts** ** The Polychromatic Momentum System ** is one of the 9 systems included in the Key Daily &Intraday Trading Systems package. The Key Daily &Intraday Trading Systems package is being offered through

For **NeuroShell Trader/DayTrader Pro,** ** The Polychromatic Momentum System** is one of the 6 systems included in the Key Daily &Intraday Trading Systems package.. The Key Daily &Intraday Trading Systems package is being offered through

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Thank you for your Interest....Dennis Meyers