Moving Average Analysis of XLNX

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From the Weekend Report 10/29/2010: The MACD Cycle is in phase one here, with XLNX 4.00 % above the 200 bar SMA, increasing the distance over the week.

XLNX: Recent Averages with Candlestick Chart.

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Different ways of averaging are tested on XLNX stock prices for their ability to predict trend movements. An infinite selection of moving average techniques is available, including but not limited to moving weighted and exponentional averages and MACD indicators of various flavors.

Unfortunately, some of the most popular indicators of this type can prove to be the worst forcasting indicators. The next page tests the effectiveness of these methods as predictors of future prices for XLNX.

Green is the 20 bar moving average, while the 200 session average is red. Often the simple unweighted moving averages seen in this plot will give a more accurate indicator, with fewer false signals than some of the supposedly more sophisticated techniques that we test below. It is always possible to fine tune an exponential or other weighted average so that it seems to outperform a simple average in a given situation. However, over-tuning can increase false and misleading indicators. Norman G. Fosback has noted that legitimate signals of this sort will normally be evident through a variety of averaging methods.

Companies In the News

Friday, November 12, 2010: We have news on Cree, Inc., ticker symbol CREE. Signs of an over-bought condition have become noticable. Also, there are breaking events concerning Intel and PetSmart, Inc.

From the News Archive: (11/11/2010 ) Favorable events happened at Exxon Mobil, Ingersoll-Rand Company Limited, and Concur Technologies, Inc.. Meanwhile, bad news came from International Game Technology.

MACD analysis is dangerously suited for overtuning, since it may use any of an infinite number of averaging methods and coefficients. In addition to crossover signals based on moving averages, many analysts add a trigger line which is based on some average of the first two averages. Here we depict the results of 12 and 26 session Exponential Moving Averages. The exponential coefficient used here is .18. There is nothing magic about these parameters, but these are frequently seen.

Float the cursor for a longer term chart.

Moving Average Convergence Divergence, or MACD, produces buy or sell signal that are color tinted here.

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Moving Avg. 20/200 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 21 instances
Future30SesAvgClose	-1.74 % minus 1.73 % = -3.48 %	-29.42 %
Future5SesAvgClose	-0.44 % minus 0.37 % = -0.81 %	-40.89 %
Future2SesAvgClose	0.20 % minus 0.19 % = 0.01 %	1.37 %
Sell Signals - 20 instances
Future30SesAvgClose	-0.12 % minus 1.73 % = -1.85 %	-15.66 %
Future5SesAvgClose	0.14 % minus 0.37 % = -0.22 %	-11.32 %
Future2SesAvgClose	-0.68 % minus 0.19 % = -0.87 %	-110.67 %
	.
Moving Avg. 5/20 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 159 instances
Future30SesAvgClose	2.38 % minus 1.73 % = 0.65 %	5.50 %
Future5SesAvgClose	0.86 % minus 0.37 % = 0.50 %	25.27 %
Future2SesAvgClose	0.42 % minus 0.19 % = 0.23 %	29.37 %
Sell Signals - 159 instances
Future30SesAvgClose	0.73 % minus 1.73 % = -1.00 %	-8.49 %
Future5SesAvgClose	-0.32 % minus 0.37 % = -0.68 %	-34.70 %
Future2SesAvgClose	-0.10 % minus 0.19 % = -0.29 %	-36.28 %
	.
Moving Avg. 5/200 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 43 instances
Future30SesAvgClose	1.15 % minus 1.73 % = -0.59 %	-4.96 %
Future5SesAvgClose	0.86 % minus 0.37 % = 0.49 %	24.84 %
Future2SesAvgClose	0.15 % minus 0.19 % = -0.04 %	-5.66 %
Sell Signals - 43 instances
Future30SesAvgClose	-1.02 % minus 1.73 % = -2.75 %	-23.29 %
Future5SesAvgClose	-0.67 % minus 0.37 % = -1.04 %	-52.73 %
Future2SesAvgClose	-0.86 % minus 0.19 % = -1.05 %	-132.91 %
	.
MACD 12/26 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 516 instances
Future30SesAvgClose	1.88 % minus 1.73 % = 0.15 %	1.30 %
Future5SesAvgClose	0.35 % minus 0.37 % = -0.01 %	-0.72 %
Future2SesAvgClose	0.19 % minus 0.19 % = 0.00 %	0.54 %
Sell Signals - 516 instances
Future30SesAvgClose	2.03 % minus 1.73 % = 0.30 %	2.54 %
Future5SesAvgClose	0.54 % minus 0.37 % = 0.17 %	8.63 %
Future2SesAvgClose	0.43 % minus 0.19 % = 0.24 %	30.68 %
	.
MACD 12/26 Signal	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 685 instances
Future30SesAvgClose	1.78 % minus 1.73 % = 0.04 %	0.37 %
Future5SesAvgClose	0.52 % minus 0.37 % = 0.16 %	7.97 %
Future2SesAvgClose	0.40 % minus 0.19 % = 0.21 %	27.02 %
Sell Signals - 684 instances
Future30SesAvgClose	1.55 % minus 1.73 % = -0.18 %	-1.51 %
Future5SesAvgClose	0.33 % minus 0.37 % = -0.04 %	-1.83 %
Future2SesAvgClose	0.19 % minus 0.19 % = 0.00 %	0.00 %
	.
Calibrated M by Q Half Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 278 instances
Future30SesAvgClose	2.12 % minus 1.73 % = 0.39 %	3.32 %
Future5SesAvgClose	0.55 % minus 0.37 % = 0.19 %	9.47 %
Future2SesAvgClose	0.32 % minus 0.19 % = 0.13 %	17.14 %
Sell Signals - 277 instances
Future30SesAvgClose	2.87 % minus 1.73 % = 1.14 %	9.61 %
Future5SesAvgClose	0.55 % minus 0.37 % = 0.18 %	9.10 %
Future2SesAvgClose	0.36 % minus 0.19 % = 0.17 %	21.76 %
	.
Calibrated M by Q Full Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 199 instances
Future30SesAvgClose	0.72 % minus 1.73 % = -1.01 %	-8.55 %
Future5SesAvgClose	0.43 % minus 0.37 % = 0.06 %	3.20 %
Future2SesAvgClose	0.47 % minus 0.19 % = 0.28 %	35.06 %
Sell Signals - 200 instances
Future30SesAvgClose	1.89 % minus 1.73 % = 0.16 %	1.33 %
Future5SesAvgClose	0.55 % minus 0.37 % = 0.18 %	9.39 %
Future2SesAvgClose	0.24 % minus 0.19 % = 0.05 %	6.47 %
	.
Projected Crossing of SMA 20/200.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 33 instances
Future30SesAvgClose	-1.67 % minus 1.73 % = -3.40 %	-28.78 %
Future5SesAvgClose	1.31 % minus 0.37 % = 0.95 %	48.13 %
Future2SesAvgClose	1.20 % minus 0.19 % = 1.01 %	127.75 %
Sell Signals - 20 instances
Future30SesAvgClose	-0.89 % minus 1.73 % = -2.62 %	-22.19 %
Future5SesAvgClose	-0.44 % minus 0.37 % = -0.81 %	-40.96 %
Future2SesAvgClose	-0.50 % minus 0.19 % = -0.69 %	-87.40 %
	.
Projected Crossing of SMA 5/20.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 176 instances
Future30SesAvgClose	2.45 % minus 1.73 % = 0.72 %	6.06 %
Future5SesAvgClose	1.33 % minus 0.37 % = 0.96 %	48.87 %
Future2SesAvgClose	0.87 % minus 0.19 % = 0.68 %	85.95 %
Sell Signals - 142 instances
Future30SesAvgClose	1.41 % minus 1.73 % = -0.32 %	-2.69 %
Future5SesAvgClose	-0.03 % minus 0.37 % = -0.39 %	-20.04 %
Future2SesAvgClose	0.08 % minus 0.19 % = -0.11 %	-14.16 %
	.

The best buy signal for 30 future sessions was 0.72 % from the Projected Crossing of SMA 5/20.,and the best sell signal for was -2.75 % from the Moving Avg. 5/200 Divergence.

For 5 future sessions the best buy signal was 0.96 % from the Projected Crossing of SMA 5/20.,and the best sell signal was -1.04 % from the Moving Avg. 5/200 Divergence.

The best buy signal for 2 future sessions was 1.01 % from the Projected Crossing of SMA 20/200.,and the best sell signal was -1.05 % from the Moving Avg. 5/200 Divergence.

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Moving Average Convergence for Xilinx, Inc. Stock Prices - XLNX