One more observation: even though I am running the backtest on a single day, 
with trading schedule from 10AM to 15:30PM, I am only getting about 800 data 
points printed to the console in Eclipse. Since the data is collected each 
second, I would expect many more points. Could it be a setting in my Eclipse 
that over-writes some of the earleir printed data points and creates a 
perception of data lag? Still, I do not see why the value of optimization 
parameter in the java class would cause different number of lines to be 
over-written. 


________________________________
From: Eugene Kononov <[email protected]>
To: [email protected]
Sent: Wed, December 15, 2010 11:28:14 PM
Subject: Re: [JBookTrader] Re: Status of Kalman filter?

Would you mind posting your KalmanTest.java and TensionKalman.java to the group 
so that we know that we are testing the same thing? Thanks.


On Wed, Dec 15, 2010 at 11:59 PM, Astor <[email protected]> wrote:


>I agree. That is why I am puzzled. 
>
>I wanted to get a better feel for the way Kalman filter class was working.
>
>First, I took your KalmanTest.java and TensionKalman.java classes and, to make 
>things simple, removed one of the kalman filters. So, only kalmanFastPrice is 
>left.
>
>Then, I modified thegetPostState( ) method in TensionKalman, so it 
>would return 
>a 2-element array double[] kalmanResult, where kalmanResult[0] held the 
>smoothed 
>price and kalmanResult[1] held the error covariance for this smoothed price. 
>
>Then, in calculate( ) method in TensionKalman, I added the following 
>line: out.println(price + "," + kalmanResult[0]); 
>
>
>I ran a backtest on the strategy, just to get the values of the price and 
>smoothed price. Per your advice, I copied and pasted into Excel the values of 
>price and kalmanResult[0] (i.e. smoothed price). 
>
>
>When I ran the backtest again, with different FAST_ERROR value, I noticed that 
>the price values were lagged relative to the first run.
>
>I tried with several more FAST_ERROR values and each time got a different 
>shift 
>in the price time series.
>
>If you repeat those steps above, you should be able to reproduce the problem. 
>I 
>ran the backtest on ES test file on a single date: Aug. 12, 2009. 
>
>
________________________________
From: nonlinear5 <[email protected]>
>To: [email protected]
>Sent: Wed, December 15, 2010 10:10:46 PM
>Subject: Re: [JBookTrader] Re: Status of Kalman filter?
>
>
>Please explain how to reproduce the problem. The price should not be affected 
>by 
>indicator parameters.
>
>On Wednesday, December 15, 2010 10:10:18 PM UTC-5, Alexana wrote: 
>
>>I see a very puzzling behavior in JBT, which may be important.
>>
>>I have been looking at Kalman filter as a replacement for EMA. The parameter 
>>Measurement Noise serves the same function for Kalman filter as Period for 
>>EMA. 
>>So, I am optimizing the Measurement Noise to control the level of smoothing 
>>that 
>>the filter provides.
>>
>>As per Eugene's suggestion below, I have added the following line to the 
>>calculate( ) method:
>>
>>System.out.println(price + ","+ kalmanResult[0]); 
>> 
>>I then copied the output and pasted it into Excel. The puzzling thing is that 
>>the values of price changed when the parameter value is changed from the 
>>backtest GUI in JBT. Of course I would expect that the value of 
>>kalmanResult[0] 
>>would change in response to changing parameter, but the values of price 
>>should 
>>remain constant. If the values of price are affected by changes in the value 
>>of 
>>the parameter, then the backtester may not be working properly.
>> 
>>I used ES test file in my backtest and ran the backtest for one day only, 
>>Aug. 
>>12, 2009.
>>
>>
________________________________
From: nonlinear5 <[email protected]>
>>To: JBookTrader <[email protected]>
>>Sent: Mon, December 6, 2010 4:36:13 PM
>>Subject: [JBookTrader] Re: Status of Kalman filter?
>>
>>> Eugene, I have added the process noise to your code and am trying to 
>replicate
>>> the graphs for Kalman and EMA that you have posted below. Is there a 
>>> feature 
>>in
>>> JBT to create those graphs or did you have to export the data to external
>>> package?  
>>>
>>
>>No, there is no direct support for that in JBT. What I did was simply
>>print a comma-separated list of indicator values from the
>>onBookSnapshot method, and then copy and save the output in a file,
>>which can then be imported to Excel. Example:
>>            double priceKalmanFast = priceKalmanFastInd.getValue();
>>            double priceKalmanSlow = priceKalmanSlowInd.getValue();
>>            double priceEMAFast = priceEMAFastInd.getValue();
>>            double priceEMASlow = priceEMASlowInd.getValue();
>>            double price = getMarketBook().getSnapshot(). getPrice();
>>            System.out.println(price + "," + priceEMAFast + "," + priceEMASlow
>>+ "," + priceKalmanFast + "," + priceKalmanSlow);
>>
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