Moving Average Indicators for LEN

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From the Weekend Report 11/5/2010: Closing the gap with the 200 bar moving average a bit last week, LEN would appear to have reached phase 4 of the oscillation cycle. It is 0.00 % under the line.

Recent Averages with Candlestick Chart. of Lennar Corporation

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Different ways of averaging are tested on LEN 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 LEN.

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. A good un-ambiguous signal will be noticable through a variety of averaging methods, including some of the most simple.

Moving Average Convergence of Lennar Corporation

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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 - 23 instances
Future30SesAvgClose	1.60 % minus 1.42 % = 0.18 %	1.54 %
Future5SesAvgClose	-0.54 % minus 0.30 % = -0.83 %	-42.40 %
Future2SesAvgClose	-0.09 % minus 0.15 % = -0.24 %	-30.53 %
Sell Signals - 22 instances
Future30SesAvgClose	1.18 % minus 1.42 % = -0.24 %	-2.07 %
Future5SesAvgClose	0.31 % minus 0.30 % = 0.02 %	0.83 %
Future2SesAvgClose	-0.04 % minus 0.15 % = -0.19 %	-23.86 %
	.
Moving Avg. 5/20 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 167 instances
Future30SesAvgClose	1.65 % minus 1.42 % = 0.23 %	1.95 %
Future5SesAvgClose	-0.01 % minus 0.30 % = -0.31 %	-15.62 %
Future2SesAvgClose	-0.16 % minus 0.15 % = -0.31 %	-39.95 %
Sell Signals - 167 instances
Future30SesAvgClose	1.12 % minus 1.42 % = -0.30 %	-2.53 %
Future5SesAvgClose	-0.24 % minus 0.30 % = -0.54 %	-27.33 %
Future2SesAvgClose	-0.17 % minus 0.15 % = -0.32 %	-40.79 %
	.
Moving Avg. 5/200 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 38 instances
Future30SesAvgClose	1.51 % minus 1.42 % = 0.09 %	0.80 %
Future5SesAvgClose	-0.35 % minus 0.30 % = -0.65 %	-33.04 %
Future2SesAvgClose	-0.21 % minus 0.15 % = -0.36 %	-45.61 %
Sell Signals - 37 instances
Future30SesAvgClose	0.63 % minus 1.42 % = -0.79 %	-6.66 %
Future5SesAvgClose	-0.53 % minus 0.30 % = -0.83 %	-42.12 %
Future2SesAvgClose	-0.37 % minus 0.15 % = -0.51 %	-65.38 %
	.
MACD 12/26 Divergence	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 528 instances
Future30SesAvgClose	1.37 % minus 1.42 % = -0.05 %	-0.43 %
Future5SesAvgClose	0.06 % minus 0.30 % = -0.24 %	-12.00 %
Future2SesAvgClose	0.09 % minus 0.15 % = -0.06 %	-7.74 %
Sell Signals - 529 instances
Future30SesAvgClose	1.74 % minus 1.42 % = 0.32 %	2.70 %
Future5SesAvgClose	0.30 % minus 0.30 % = 0.00 %	0.11 %
Future2SesAvgClose	0.11 % minus 0.15 % = -0.04 %	-4.51 %
	.
MACD 12/26 Signal	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 745 instances
Future30SesAvgClose	1.46 % minus 1.42 % = 0.04 %	0.36 %
Future5SesAvgClose	0.21 % minus 0.30 % = -0.09 %	-4.37 %
Future2SesAvgClose	0.11 % minus 0.15 % = -0.04 %	-5.62 %
Sell Signals - 744 instances
Future30SesAvgClose	1.33 % minus 1.42 % = -0.09 %	-0.73 %
Future5SesAvgClose	0.13 % minus 0.30 % = -0.17 %	-8.41 %
Future2SesAvgClose	0.03 % minus 0.15 % = -0.12 %	-15.18 %
	.
Calibrated M by Q Half Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 334 instances
Future30SesAvgClose	1.03 % minus 1.42 % = -0.39 %	-3.33 %
Future5SesAvgClose	0.30 % minus 0.30 % = 0.00 %	0.04 %
Future2SesAvgClose	0.22 % minus 0.15 % = 0.07 %	8.72 %
Sell Signals - 336 instances
Future30SesAvgClose	1.23 % minus 1.42 % = -0.19 %	-1.60 %
Future5SesAvgClose	0.49 % minus 0.30 % = 0.19 %	9.49 %
Future2SesAvgClose	0.29 % minus 0.15 % = 0.14 %	17.48 %
	.
Calibrated M by Q Full Cycle Moving Avg.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 214 instances
Future30SesAvgClose	1.97 % minus 1.42 % = 0.55 %	4.67 %
Future5SesAvgClose	0.39 % minus 0.30 % = 0.09 %	4.59 %
Future2SesAvgClose	0.15 % minus 0.15 % = 0.00 %	0.60 %
Sell Signals - 214 instances
Future30SesAvgClose	2.04 % minus 1.42 % = 0.61 %	5.21 %
Future5SesAvgClose	0.34 % minus 0.30 % = 0.04 %	1.96 %
Future2SesAvgClose	0.15 % minus 0.15 % = 0.01 %	0.67 %
	.
Projected Crossing of SMA 20/200.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 33 instances
Future30SesAvgClose	1.98 % minus 1.42 % = 0.56 %	4.74 %
Future5SesAvgClose	0.15 % minus 0.30 % = -0.15 %	-7.68 %
Future2SesAvgClose	0.22 % minus 0.15 % = 0.07 %	9.32 %
Sell Signals - 28 instances
Future30SesAvgClose	3.41 % minus 1.42 % = 1.99 %	16.88 %
Future5SesAvgClose	1.03 % minus 0.30 % = 0.73 %	37.00 %
Future2SesAvgClose	0.58 % minus 0.15 % = 0.43 %	54.43 %
	.
Projected Crossing of SMA 5/20.	Signaled Appreciation minus non-signaled Appreciation	Annualized %
Buy Signals - 185 instances
Future30SesAvgClose	1.53 % minus 1.42 % = 0.11 %	0.91 %
Future5SesAvgClose	0.22 % minus 0.30 % = -0.08 %	-4.07 %
Future2SesAvgClose	-0.06 % minus 0.15 % = -0.21 %	-26.38 %
Sell Signals - 173 instances
Future30SesAvgClose	1.50 % minus 1.42 % = 0.08 %	0.66 %
Future5SesAvgClose	0.32 % minus 0.30 % = 0.02 %	1.20 %
Future2SesAvgClose	0.21 % minus 0.15 % = 0.06 %	7.54 %
	.

The best buy signal for 30 future sessions was 0.56 % from the Projected Crossing of SMA 20/200.,and the best sell signal for was -0.79 % from the Moving Avg. 5/200 Divergence.

For 5 future sessions the best buy signal was 0.09 % from the Calibrated M by Q Full Cycle Moving Avg.,and the best sell signal was -0.83 % from the Moving Avg. 5/200 Divergence.

The best buy signal for 2 future sessions was 0.07 % from the Projected Crossing of SMA 20/200.,and the best sell signal was -0.51 % from the Moving Avg. 5/200 Divergence.

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