Moving Average Indicators for PCG

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From the Weekend Report 11/12/2010: PCG is now in phase two of the oscillation cycle around the 200 session average. The price is 9.00 % above the line, but some convergence has taken place during the week.

Recent Averages with Candlestick Chart. of PG&E Corporation
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This page looks at the predictive abilities of different methods of averaging applied to PCG 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 PCG stock price trend evaluation is tested on the next page.

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. 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 Fosback pointed out that a legitimate signal should be one that is clearly evident through a variety of averaging methods.




PCG: Moving Average Convergence
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 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.

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Moving Avg. 20/200 DivergenceSignaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 13 instances
Future30SesAvgClose -4.00 % minus 1.66 % = -5.67 %-47.99 %
Future5SesAvgClose -2.16 % minus 0.33 % = -2.48 %-126.21 %
Future2SesAvgClose -2.00 % minus 0.17 % = -2.17 %-275.39 %
Sell Signals - 13 instances
Future30SesAvgClose 0.70 % minus 1.66 % = -0.97 %-8.19 %
Future5SesAvgClose 0.25 % minus 0.33 % = -0.08 %-3.91 %
Future2SesAvgClose 0.19 % minus 0.17 % = 0.02 %2.38 %
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Moving Avg. 5/20 DivergenceSignaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 203 instances
Future30SesAvgClose 1.39 % minus 1.66 % = -0.27 %-2.32 %
Future5SesAvgClose 0.46 % minus 0.33 % = 0.13 %6.81 %
Future2SesAvgClose 0.30 % minus 0.17 % = 0.13 %16.54 %
Sell Signals - 201 instances
Future30SesAvgClose 1.18 % minus 1.66 % = -0.48 %-4.09 %
Future5SesAvgClose 0.10 % minus 0.33 % = -0.23 %-11.73 %
Future2SesAvgClose 0.11 % minus 0.17 % = -0.05 %-6.94 %
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Moving Avg. 5/200 DivergenceSignaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 22 instances
Future30SesAvgClose -2.01 % minus 1.66 % = -3.67 %-31.07 %
Future5SesAvgClose -0.18 % minus 0.33 % = -0.51 %-25.84 %
Future2SesAvgClose -0.37 % minus 0.17 % = -0.54 %-68.82 %
Sell Signals - 22 instances
Future30SesAvgClose 1.02 % minus 1.66 % = -0.64 %-5.41 %
Future5SesAvgClose 0.48 % minus 0.33 % = 0.15 %7.73 %
Future2SesAvgClose 0.42 % minus 0.17 % = 0.26 %32.57 %
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MACD 12/26 DivergenceSignaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 711 instances
Future30SesAvgClose 1.31 % minus 1.66 % = -0.35 %-2.96 %
Future5SesAvgClose 0.34 % minus 0.33 % = 0.01 %0.49 %
Future2SesAvgClose 0.16 % minus 0.17 % = -0.01 %-0.67 %
Sell Signals - 705 instances
Future30SesAvgClose 1.38 % minus 1.66 % = -0.28 %-2.41 %
Future5SesAvgClose 0.31 % minus 0.33 % = -0.02 %-0.94 %
Future2SesAvgClose 0.15 % minus 0.17 % = -0.01 %-1.55 %
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MACD 12/26 SignalSignaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 1013 instances
Future30SesAvgClose 1.84 % minus 1.66 % = 0.18 %1.49 %
Future5SesAvgClose 0.35 % minus 0.33 % = 0.03 %1.30 %
Future2SesAvgClose 0.22 % minus 0.17 % = 0.06 %7.26 %
Sell Signals - 1014 instances
Future30SesAvgClose 1.76 % minus 1.66 % = 0.10 %0.81 %
Future5SesAvgClose 0.27 % minus 0.33 % = -0.06 %-2.92 %
Future2SesAvgClose 0.12 % minus 0.17 % = -0.04 %-5.48 %
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Calibrated M by Q Half Cycle Moving Avg.Signaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 384 instances
Future30SesAvgClose 1.31 % minus 1.66 % = -0.35 %-2.95 %
Future5SesAvgClose 0.24 % minus 0.33 % = -0.09 %-4.57 %
Future2SesAvgClose 0.09 % minus 0.17 % = -0.07 %-9.52 %
Sell Signals - 387 instances
Future30SesAvgClose 1.79 % minus 1.66 % = 0.13 %1.11 %
Future5SesAvgClose 0.62 % minus 0.33 % = 0.29 %14.86 %
Future2SesAvgClose 0.37 % minus 0.17 % = 0.20 %25.77 %
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Calibrated M by Q Full Cycle Moving Avg.Signaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 271 instances
Future30SesAvgClose 0.81 % minus 1.66 % = -0.85 %-7.20 %
Future5SesAvgClose -0.15 % minus 0.33 % = -0.48 %-24.23 %
Future2SesAvgClose -0.16 % minus 0.17 % = -0.33 %-41.85 %
Sell Signals - 272 instances
Future30SesAvgClose 1.56 % minus 1.66 % = -0.10 %-0.84 %
Future5SesAvgClose 0.42 % minus 0.33 % = 0.09 %4.76 %
Future2SesAvgClose 0.26 % minus 0.17 % = 0.09 %11.71 %
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Projected Crossing of SMA 20/200.Signaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 19 instances
Future30SesAvgClose -3.04 % minus 1.66 % = -4.70 %-39.83 %
Future5SesAvgClose -0.20 % minus 0.33 % = -0.53 %-27.03 %
Future2SesAvgClose 0.45 % minus 0.17 % = 0.28 %35.95 %
Sell Signals - 16 instances
Future30SesAvgClose 2.01 % minus 1.66 % = 0.34 %2.90 %
Future5SesAvgClose 0.84 % minus 0.33 % = 0.51 %26.06 %
Future2SesAvgClose 0.78 % minus 0.17 % = 0.61 %77.46 %
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Projected Crossing of SMA 5/20.Signaled Appreciation minus non-signaled AppreciationAnnualized %
Buy Signals - 278 instances
Future30SesAvgClose 1.90 % minus 1.66 % = 0.23 %1.97 %
Future5SesAvgClose 0.55 % minus 0.33 % = 0.22 %11.05 %
Future2SesAvgClose 0.31 % minus 0.17 % = 0.15 %18.42 %
Sell Signals - 165 instances
Future30SesAvgClose 0.95 % minus 1.66 % = -0.71 %-6.01 %
Future5SesAvgClose -0.10 % minus 0.33 % = -0.43 %-21.94 %
Future2SesAvgClose -0.28 % minus 0.17 % = -0.45 %-56.90 %
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The best buy signal for 30 future sessions was 0.23 % from the Projected Crossing of SMA 5/20.,and the best sell signal for was -0.97 % from the Moving Avg. 20/200 Divergence.
For 5 future sessions the best buy signal was 0.22 % from the Projected Crossing of SMA 5/20.,and the best sell signal was -0.43 % from the Projected Crossing of SMA 5/20..
The best buy signal for 2 future sessions was 0.28 % from the Projected Crossing of SMA 20/200.,and the best sell signal was -0.45 % from the Projected Crossing of SMA 5/20..



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Moving Average Convergence for PG&E Corporation Stock Prices - PCG