Moving Average Analysis of GGP

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From the Weekend Report 1/2/2009: There has not been much change in the phase of the 200 day moving average since this time last week.

GGP: Recent Averages with Candlestick Chart.

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This page looks at the predictive abilities of different methods of averaging applied to GGP 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 effectiveness of these methods as applied to GGP stock price trend evaluation is tested on the next page.

The 200 session average is red, the 20 bar, green. The un-sophisticated moving averages plotted here are un-weighted, but they still may return better results than many of the more popular, highly tuned averages seen in some of the 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.

	Companies In the News
	Friday, January 02, 2009: We have news on Verizon, ticker symbol VZ. A significant moving average event has happened. Also, there are breaking events concerning C.R. Bard, Inc. and Raytheon Company. From the News Archive: (1/2/2009 ) Bad news came from Wisconsin Energy Corporation, Intel, AT and T, and Williams Companies, Inc..

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 - 9 instances
Future30SesAvgClose	3.34 % minus 0.75 % = 2.58 %	21.85 %
Future5SesAvgClose	2.07 % minus 0.08 % = 1.99 %	100.90 %
Future2SesAvgClose	1.21 % minus 0.03 % = 1.18 %	149.69 %
Sell Signals - 8 instances
Future30SesAvgClose	3.95 % minus 0.75 % = 3.20 %	27.09 %
Future5SesAvgClose	0.51 % minus 0.08 % = 0.43 %	21.83 %
Future2SesAvgClose	0.38 % minus 0.03 % = 0.35 %	43.83 %
	.
Moving Avg. 5/20 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 97 instances
Future30SesAvgClose	0.31 % minus 0.75 % = -0.44 %	-3.74 %
Future5SesAvgClose	-0.11 % minus 0.08 % = -0.19 %	-9.66 %
Future2SesAvgClose	0.06 % minus 0.03 % = 0.03 %	3.96 %
Sell Signals - 98 instances
Future30SesAvgClose	0.54 % minus 0.75 % = -0.22 %	-1.85 %
Future5SesAvgClose	0.05 % minus 0.08 % = -0.03 %	-1.50 %
Future2SesAvgClose	-0.14 % minus 0.03 % = -0.17 %	-21.68 %
	.
Moving Avg. 5/200 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 17 instances
Future30SesAvgClose	0.99 % minus 0.75 % = 0.24 %	2.02 %
Future5SesAvgClose	-0.44 % minus 0.08 % = -0.52 %	-26.43 %
Future2SesAvgClose	-0.42 % minus 0.03 % = -0.45 %	-56.60 %
Sell Signals - 16 instances
Future30SesAvgClose	0.67 % minus 0.75 % = -0.08 %	-0.69 %
Future5SesAvgClose	-0.55 % minus 0.08 % = -0.63 %	-32.25 %
Future2SesAvgClose	-0.13 % minus 0.03 % = -0.16 %	-19.92 %
	.
MACD 12/26 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 320 instances
Future30SesAvgClose	0.57 % minus 0.75 % = -0.18 %	-1.52 %
Future5SesAvgClose	-0.06 % minus 0.08 % = -0.14 %	-7.25 %
Future2SesAvgClose	-0.05 % minus 0.03 % = -0.08 %	-10.21 %
Sell Signals - 321 instances
Future30SesAvgClose	1.01 % minus 0.75 % = 0.26 %	2.18 %
Future5SesAvgClose	0.02 % minus 0.08 % = -0.07 %	-3.35 %
Future2SesAvgClose	0.17 % minus 0.03 % = 0.14 %	17.22 %
	.
MACD 12/26 Signal	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 452 instances
Future30SesAvgClose	0.70 % minus 0.75 % = -0.05 %	-0.45 %
Future5SesAvgClose	0.24 % minus 0.08 % = 0.16 %	8.01 %
Future2SesAvgClose	0.21 % minus 0.03 % = 0.18 %	23.38 %
Sell Signals - 451 instances
Future30SesAvgClose	0.18 % minus 0.75 % = -0.57 %	-4.86 %
Future5SesAvgClose	-0.17 % minus 0.08 % = -0.25 %	-12.76 %
Future2SesAvgClose	-0.06 % minus 0.03 % = -0.09 %	-10.97 %
	.
Calibrated M by Q Half Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 162 instances
Future30SesAvgClose	0.54 % minus 0.75 % = -0.22 %	-1.83 %
Future5SesAvgClose	0.32 % minus 0.08 % = 0.24 %	12.23 %
Future2SesAvgClose	0.36 % minus 0.03 % = 0.33 %	41.59 %
Sell Signals - 162 instances
Future30SesAvgClose	0.19 % minus 0.75 % = -0.57 %	-4.79 %
Future5SesAvgClose	-0.15 % minus 0.08 % = -0.23 %	-11.83 %
Future2SesAvgClose	-0.29 % minus 0.03 % = -0.32 %	-40.14 %
	.
Calibrated M by Q Full Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 115 instances
Future30SesAvgClose	0.84 % minus 0.75 % = 0.09 %	0.74 %
Future5SesAvgClose	0.11 % minus 0.08 % = 0.02 %	1.24 %
Future2SesAvgClose	0.05 % minus 0.03 % = 0.02 %	3.05 %
Sell Signals - 116 instances
Future30SesAvgClose	0.80 % minus 0.75 % = 0.04 %	0.36 %
Future5SesAvgClose	0.04 % minus 0.08 % = -0.05 %	-2.38 %
Future2SesAvgClose	-0.09 % minus 0.03 % = -0.12 %	-15.83 %
	.
Projected Crossing of SMA 20/200.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 10 instances
Future30SesAvgClose	3.38 % minus 0.75 % = 2.62 %	22.21 %
Future5SesAvgClose	0.54 % minus 0.08 % = 0.45 %	23.11 %
Future2SesAvgClose	-0.08 % minus 0.03 % = -0.11 %	-13.67 %
Sell Signals - 10 instances
Future30SesAvgClose	3.31 % minus 0.75 % = 2.56 %	21.64 %
Future5SesAvgClose	0.86 % minus 0.08 % = 0.78 %	39.60 %
Future2SesAvgClose	0.81 % minus 0.03 % = 0.78 %	98.52 %
	.
Projected Crossing of SMA 5/20.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 137 instances
Future30SesAvgClose	1.41 % minus 0.75 % = 0.65 %	5.54 %
Future5SesAvgClose	0.20 % minus 0.08 % = 0.12 %	6.08 %
Future2SesAvgClose	0.08 % minus 0.03 % = 0.05 %	6.61 %
Sell Signals - 89 instances
Future30SesAvgClose	-0.48 % minus 0.75 % = -1.24 %	-10.49 %
Future5SesAvgClose	-0.05 % minus 0.08 % = -0.13 %	-6.70 %
Future2SesAvgClose	0.26 % minus 0.03 % = 0.23 %	29.46 %
	.

The best buy signal for 30 future sessions was 2.62 % from the Projected Crossing of SMA 20/200.,and the best sell signal for was -1.24 % from the Projected Crossing of SMA 5/20..

For 5 future sessions the best buy signal was 1.99 % from the Moving Avg. 20/200 Divergence,and the best sell signal was -0.63 % from the Moving Avg. 5/200 Divergence.

The best buy signal for 2 future sessions was 1.18 % from the Moving Avg. 20/200 Divergence,and the best sell signal was -0.32 % from the Calibrated M by Q Half Cycle Moving Avg..

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