Moving Average Analysis of AZO

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From the Weekend Report 3/12/2010: There has not been much change in the phase of the 200 day moving average since this time last week.

Recent Averages with Candlestick Chart. of AutoZone, Inc.

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This page looks at the predictive abilities of different methods of averaging applied to AZO stock prices. 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 AZO.

Red is the 200 bar SMA and Green is the 20 bar average. The Simple Moving Averages above are un-weighted. While unsophisticated, they frequently yield better results than some of the more highly tuned methods examined in following sections. Commonly, speculators will use exponential averages or weighting techniques to emphasize the most recent data. But past a certain point, such front weighting can dramatically increase false signals. Norman G. Fosback has noted that legitimate signals of this sort will normally be evident through a variety of averaging methods.

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	In the news, Thursday, March 18, 2010: An unfavorable condition has developed with Nike Footwear, ticker symbol NKE. Also, there are breaking events concerning MicroSoft (MSFT) and Dupont (DD)

MACD analysis would appear perfect for overtuning, since it may use any of an infinite number of averaging methods and coefficients. In addition to crossover signals from various moving averages, analysts frequently add a trigger line 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 - 25 instances
Future30SesAvgClose	1.80 % minus 1.32 % = 0.48 %	4.06 %
Future5SesAvgClose	0.78 % minus 0.26 % = 0.52 %	26.26 %
Future2SesAvgClose	0.43 % minus 0.13 % = 0.30 %	37.67 %
Sell Signals - 25 instances
Future30SesAvgClose	0.91 % minus 1.32 % = -0.41 %	-3.48 %
Future5SesAvgClose	0.62 % minus 0.26 % = 0.36 %	18.53 %
Future2SesAvgClose	0.56 % minus 0.13 % = 0.43 %	54.34 %
	.
Moving Avg. 5/20 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 134 instances
Future30SesAvgClose	2.15 % minus 1.32 % = 0.82 %	6.96 %
Future5SesAvgClose	0.69 % minus 0.26 % = 0.43 %	21.99 %
Future2SesAvgClose	0.49 % minus 0.13 % = 0.36 %	45.44 %
Sell Signals - 134 instances
Future30SesAvgClose	1.47 % minus 1.32 % = 0.15 %	1.27 %
Future5SesAvgClose	0.08 % minus 0.26 % = -0.18 %	-9.16 %
Future2SesAvgClose	0.07 % minus 0.13 % = -0.06 %	-7.22 %
	.
Moving Avg. 5/200 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 40 instances
Future30SesAvgClose	0.36 % minus 1.32 % = -0.97 %	-8.18 %
Future5SesAvgClose	-0.26 % minus 0.26 % = -0.52 %	-26.65 %
Future2SesAvgClose	-0.31 % minus 0.13 % = -0.44 %	-56.26 %
Sell Signals - 40 instances
Future30SesAvgClose	0.06 % minus 1.32 % = -1.26 %	-10.68 %
Future5SesAvgClose	-0.23 % minus 0.26 % = -0.49 %	-25.12 %
Future2SesAvgClose	-0.04 % minus 0.13 % = -0.17 %	-21.95 %
	.
MACD 12/26 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 425 instances
Future30SesAvgClose	0.89 % minus 1.32 % = -0.44 %	-3.70 %
Future5SesAvgClose	0.18 % minus 0.26 % = -0.08 %	-3.98 %
Future2SesAvgClose	0.15 % minus 0.13 % = 0.02 %	2.33 %
Sell Signals - 425 instances
Future30SesAvgClose	1.18 % minus 1.32 % = -0.14 %	-1.19 %
Future5SesAvgClose	0.32 % minus 0.26 % = 0.06 %	3.22 %
Future2SesAvgClose	0.17 % minus 0.13 % = 0.04 %	4.80 %
	.
MACD 12/26 Signal	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 595 instances
Future30SesAvgClose	0.94 % minus 1.32 % = -0.39 %	-3.26 %
Future5SesAvgClose	0.17 % minus 0.26 % = -0.09 %	-4.78 %
Future2SesAvgClose	0.06 % minus 0.13 % = -0.07 %	-8.70 %
Sell Signals - 594 instances
Future30SesAvgClose	0.89 % minus 1.32 % = -0.43 %	-3.68 %
Future5SesAvgClose	0.21 % minus 0.26 % = -0.05 %	-2.63 %
Future2SesAvgClose	0.07 % minus 0.13 % = -0.06 %	-7.82 %
	.
Calibrated M by Q Half Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 237 instances
Future30SesAvgClose	1.48 % minus 1.32 % = 0.16 %	1.32 %
Future5SesAvgClose	0.50 % minus 0.26 % = 0.24 %	12.10 %
Future2SesAvgClose	0.24 % minus 0.13 % = 0.11 %	14.15 %
Sell Signals - 237 instances
Future30SesAvgClose	1.54 % minus 1.32 % = 0.22 %	1.84 %
Future5SesAvgClose	0.32 % minus 0.26 % = 0.06 %	3.05 %
Future2SesAvgClose	-0.01 % minus 0.13 % = -0.14 %	-17.78 %
	.
Calibrated M by Q Full Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 157 instances
Future30SesAvgClose	1.31 % minus 1.32 % = -0.01 %	-0.09 %
Future5SesAvgClose	0.47 % minus 0.26 % = 0.21 %	10.59 %
Future2SesAvgClose	0.30 % minus 0.13 % = 0.17 %	21.15 %
Sell Signals - 157 instances
Future30SesAvgClose	1.01 % minus 1.32 % = -0.31 %	-2.63 %
Future5SesAvgClose	0.06 % minus 0.26 % = -0.20 %	-10.01 %
Future2SesAvgClose	-0.27 % minus 0.13 % = -0.40 %	-50.29 %
	.
Projected Crossing of SMA 20/200.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 29 instances
Future30SesAvgClose	1.93 % minus 1.32 % = 0.61 %	5.15 %
Future5SesAvgClose	0.72 % minus 0.26 % = 0.46 %	23.44 %
Future2SesAvgClose	0.25 % minus 0.13 % = 0.12 %	15.71 %
Sell Signals - 31 instances
Future30SesAvgClose	1.35 % minus 1.32 % = 0.03 %	0.26 %
Future5SesAvgClose	0.68 % minus 0.26 % = 0.42 %	21.34 %
Future2SesAvgClose	0.50 % minus 0.13 % = 0.37 %	47.07 %
	.
Projected Crossing of SMA 5/20.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 177 instances
Future30SesAvgClose	1.71 % minus 1.32 % = 0.38 %	3.24 %
Future5SesAvgClose	0.50 % minus 0.26 % = 0.24 %	12.09 %
Future2SesAvgClose	0.12 % minus 0.13 % = -0.01 %	-1.82 %
Sell Signals - 114 instances
Future30SesAvgClose	0.84 % minus 1.32 % = -0.48 %	-4.11 %
Future5SesAvgClose	0.54 % minus 0.26 % = 0.28 %	14.27 %
Future2SesAvgClose	0.35 % minus 0.13 % = 0.22 %	28.04 %
	.

The best buy signal for 30 future sessions was 0.82 % from the Moving Avg. 5/20 Divergence,and the best sell signal for was -1.26 % from the Moving Avg. 5/200 Divergence.

For 5 future sessions the best buy signal was 0.52 % from the Moving Avg. 20/200 Divergence,and the best sell signal was -0.49 % from the Moving Avg. 5/200 Divergence.

The best buy signal for 2 future sessions was 0.36 % from the Moving Avg. 5/20 Divergence,and the best sell signal was -0.40 % from the Calibrated M by Q Full Cycle Moving Avg..

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