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Profile: wilsonchoi
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User Name: wilsonchoi
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Joined: Monday, December 17, 2012
Last Visit: Monday, January 13, 2014 3:30:49 AM
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Topic: Linear regression moving average
Posted: Wednesday, December 19, 2012 10:50:04 PM

QUOTE (Bruce_L)

Yes, it really is zero lag.

Lag Efficient Moving Average

Thank you very much, Bruce_L! Now I know the definition of the lag of an serie.

 

Topic: Linear regression moving average
Posted: Tuesday, December 18, 2012 11:53:59 PM

QUOTE (Bruce_L)

Moving Linear Regression and Linear Regression Moving Average are two different terms for the same thing. A Moving Linear Regression Plots the right endpoints of a Linear Regression Line over time.

It can be thought of as an estimated value for the day as predicted by a linear regression model, but it can also be thought of as a zero lag method of smoothing.

Thanks for the explanation, Bruce L. I read some of your posts. Those really help me a lot!

Is LRMA really zero lag? I don't think it is. It shows the trend over the past few days. It does lag less than SMA. But I think it still lags.

Topic: Linear regression moving average
Posted: Tuesday, December 18, 2012 12:37:33 AM

diceman,

I think i know what LRMA is now. The LRMA value is just the estimated value of the day, predicted by a linear regression model, which is trained by the recent data.

Thanks for your reply!

Topic: Linear regression moving average
Posted: Monday, December 17, 2012 9:43:26 PM

QUOTE (Craig_S)
Not to screw up anyone's task assignments but I will provide the formulas.

5-period MLR

AVGC5+2*(( 2*C0 +1*C1 +0*C2 -1*C3 -2*C4 ) / 10)

10-period MLR
AVGC10+4.5*((4.5*C +3.5*C1+ 2.5*C2+ 1.5*C3+ 0.5*C4 -0.5*C5 -1.5*C6 -2.5*C7 -3.5*C8 -4.5*C9)/82.5)

20-period MLR
AVGC20+9.5*((9.5*C+ 8.5*C1+ 7.5*C2 +6.5*C3 +5.5*C4 +4.5*C5 +3.5*C6 +2.5*C7 +1.5*C8 +0.5*C9 -0.5*C10 -1.5*C11 -2.5*C12 -3.5*C13 -4.5*C14 -5.5*C15 -6.5*C16 -7.5*C17 -8.5*C18 -9.5*C19)/665)

 

Craig S,

What's the difference between LRMA and MLR? What do C1, C2... indicate?

Thanks!

Topic: Linear regression moving average
Posted: Monday, December 17, 2012 9:26:44 PM

Craig S,

What's the difference between LRMA and MLR? What do C1, C2... indicate?

Thanks!

Topic: Linear regression moving average
Posted: Monday, December 17, 2012 9:19:57 PM

diceman,

Hi! I am a student from China. Can you tell me what Linear Regression Moving Average is? What's the formula?

Thanks!