BIG Averages

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From the Weekend Report 11/5/2010: Phase three, the next to the last of the 200 session moving average phases, is now in effect as the price is diverging in a downward direction from the average line.

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This page looks at the predictive abilities of different methods of averaging applied to BIG 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 BIG.

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. 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.

Moving Average Convergence of Big Lots, Inc.

	Companies In the News
	Monday, November 15, 2010: We have news on PG&E Corporation, ticker symbol PCG. A significant moving average event has happened. Also, there are breaking events concerning Cree, Inc. and Abbott Laboratories. From the News Archive: (11/12/2010 ) A favorable event happened at PetSmart, Inc. Meanwhile, bad news came from Intel, Chesapeake Energy Corporation, and JP Morgan Chase.

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 - 23 instances
Future30SesAvgClose	-1.59 % minus 1.38 % = -2.98 %	-25.19 %
Future5SesAvgClose	-0.73 % minus 0.28 % = -1.01 %	-51.36 %
Future2SesAvgClose	-0.99 % minus 0.14 % = -1.13 %	-143.30 %
Sell Signals - 22 instances
Future30SesAvgClose	1.84 % minus 1.38 % = 0.45 %	3.84 %
Future5SesAvgClose	0.95 % minus 0.28 % = 0.67 %	34.10 %
Future2SesAvgClose	0.50 % minus 0.14 % = 0.36 %	45.34 %
	.
Moving Avg. 5/20 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 148 instances
Future30SesAvgClose	0.61 % minus 1.38 % = -0.78 %	-6.57 %
Future5SesAvgClose	0.40 % minus 0.28 % = 0.13 %	6.51 %
Future2SesAvgClose	-0.02 % minus 0.14 % = -0.16 %	-20.86 %
Sell Signals - 149 instances
Future30SesAvgClose	1.16 % minus 1.38 % = -0.23 %	-1.91 %
Future5SesAvgClose	0.03 % minus 0.28 % = -0.24 %	-12.35 %
Future2SesAvgClose	-0.01 % minus 0.14 % = -0.16 %	-19.73 %
	.
Moving Avg. 5/200 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 38 instances
Future30SesAvgClose	1.60 % minus 1.38 % = 0.22 %	1.85 %
Future5SesAvgClose	-0.22 % minus 0.28 % = -0.50 %	-25.16 %
Future2SesAvgClose	-0.44 % minus 0.14 % = -0.58 %	-73.92 %
Sell Signals - 38 instances
Future30SesAvgClose	3.11 % minus 1.38 % = 1.73 %	14.62 %
Future5SesAvgClose	0.00 % minus 0.28 % = -0.27 %	-13.81 %
Future2SesAvgClose	-0.21 % minus 0.14 % = -0.35 %	-44.75 %
	.
MACD 12/26 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 533 instances
Future30SesAvgClose	1.31 % minus 1.38 % = -0.08 %	-0.66 %
Future5SesAvgClose	0.10 % minus 0.28 % = -0.18 %	-9.10 %
Future2SesAvgClose	0.01 % minus 0.14 % = -0.13 %	-17.06 %
Sell Signals - 534 instances
Future30SesAvgClose	1.62 % minus 1.38 % = 0.24 %	2.04 %
Future5SesAvgClose	0.46 % minus 0.28 % = 0.18 %	9.12 %
Future2SesAvgClose	0.24 % minus 0.14 % = 0.09 %	11.89 %
	.
MACD 12/26 Signal	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 729 instances
Future30SesAvgClose	1.23 % minus 1.38 % = -0.15 %	-1.30 %
Future5SesAvgClose	0.31 % minus 0.28 % = 0.03 %	1.55 %
Future2SesAvgClose	0.10 % minus 0.14 % = -0.04 %	-5.24 %
Sell Signals - 729 instances
Future30SesAvgClose	1.15 % minus 1.38 % = -0.24 %	-1.99 %
Future5SesAvgClose	0.03 % minus 0.28 % = -0.25 %	-12.66 %
Future2SesAvgClose	-0.05 % minus 0.14 % = -0.19 %	-24.68 %
	.
Calibrated M by Q Half Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 273 instances
Future30SesAvgClose	0.96 % minus 1.38 % = -0.42 %	-3.55 %
Future5SesAvgClose	0.42 % minus 0.28 % = 0.14 %	7.28 %
Future2SesAvgClose	0.30 % minus 0.14 % = 0.16 %	19.86 %
Sell Signals - 273 instances
Future30SesAvgClose	0.50 % minus 1.38 % = -0.88 %	-7.46 %
Future5SesAvgClose	0.20 % minus 0.28 % = -0.08 %	-3.97 %
Future2SesAvgClose	0.04 % minus 0.14 % = -0.11 %	-13.38 %
	.
Calibrated M by Q Full Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 190 instances
Future30SesAvgClose	0.96 % minus 1.38 % = -0.42 %	-3.59 %
Future5SesAvgClose	-0.22 % minus 0.28 % = -0.49 %	-25.01 %
Future2SesAvgClose	-0.05 % minus 0.14 % = -0.20 %	-24.91 %
Sell Signals - 190 instances
Future30SesAvgClose	1.07 % minus 1.38 % = -0.31 %	-2.62 %
Future5SesAvgClose	-0.02 % minus 0.28 % = -0.30 %	-15.29 %
Future2SesAvgClose	0.01 % minus 0.14 % = -0.14 %	-17.49 %
	.
Projected Crossing of SMA 20/200.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 30 instances
Future30SesAvgClose	1.61 % minus 1.38 % = 0.22 %	1.89 %
Future5SesAvgClose	1.81 % minus 0.28 % = 1.53 %	77.84 %
Future2SesAvgClose	1.69 % minus 0.14 % = 1.55 %	196.54 %
Sell Signals - 24 instances
Future30SesAvgClose	3.65 % minus 1.38 % = 2.26 %	19.15 %
Future5SesAvgClose	0.06 % minus 0.28 % = -0.22 %	-11.03 %
Future2SesAvgClose	-0.01 % minus 0.14 % = -0.15 %	-19.33 %
	.
Projected Crossing of SMA 5/20.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 194 instances
Future30SesAvgClose	1.79 % minus 1.38 % = 0.41 %	3.45 %
Future5SesAvgClose	0.46 % minus 0.28 % = 0.19 %	9.50 %
Future2SesAvgClose	0.40 % minus 0.14 % = 0.26 %	32.65 %
Sell Signals - 160 instances
Future30SesAvgClose	1.69 % minus 1.38 % = 0.30 %	2.57 %
Future5SesAvgClose	0.42 % minus 0.28 % = 0.14 %	7.04 %
Future2SesAvgClose	0.31 % minus 0.14 % = 0.17 %	21.63 %
	.

The best buy signal for 30 future sessions was 0.41 % from the Projected Crossing of SMA 5/20.,and the best sell signal for was -0.88 % from the Calibrated M by Q Half Cycle Moving Avg..

For 5 future sessions the best buy signal was 1.53 % from the Projected Crossing of SMA 20/200.,and the best sell signal was -0.30 % from the Calibrated M by Q Full Cycle Moving Avg..

The best buy signal for 2 future sessions was 1.55 % from the Projected Crossing of SMA 20/200.,and the best sell signal was -0.35 % from the Moving Avg. 5/200 Divergence.

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