Frequency Analysis of TSO

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From the Update 11/9/2010: The strongest frequency, according to classical frequency analysis, is an oscillation with a length of 12 trading sessions.

Frequency Analysis based on Monthly Comb

TSO:  Frequency Analysis based on Monthly Comb

It is obvious from inspection of price lines, that many seem to contain cycles that may persist in repeating for a long time. Through the years, technicians have expended much effort to measure and exploit these cycles. It would appear simple enough to do a frequency analysis on the time series. But the cycles or periods that seem so easy to see in the price data, have proven to be surprisingly difficult to measure by classical methods. The classical methods apply to stationary cycles of exactly regular period. We can easily remove the trends from historical price data to make the series stationary. However, attempts to exploit the market cycles are foiled by the deviation from strictly periodic behavior required by ordinary analysis.

One factor in the behaviour of market fluctuations is "Anticipation". When speculators detect a cycle in prices, they will buy earlier before the peak, and sell earlier before the dip. This phenomena causes an increase in frequency, and eventually a breakup of the established cycle. Traditional frequency analysis methods such as the Fourier Transform, break down badly attempting to deal with these irregularities.

Wilder estimated that there was an important period of about 28 trading sessions. The half cycle of this period (14 sessions) is a default factor in many of the technical indicators. We have found this to be a reasonable figure, even in today's markets, but there is significant variation between issues. Some companies just seem to have faster or slower cycles for one reason or another, and the indicators may be more accurate when fitted to the situation.

New methods had to be invented to deal with the seeming mathematical absurdity in the notion of non-periodic cycles.




General Market Conditions

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More than 70 Hi-Rez charts daily for Tesoro Corporation:

Frequency from Monthly Comb Filter
Representative Cycle (Trading Sessions) = 38.00
Sawtooth = 51.34
Peak TypeAvg. CycleMedian CycleCycle ModeCycle Amplitude
High17.4029.0022.0019.63 %
Low16.6534.0015.0018.78 %
Recent HighPriceRecent LowPrice Cycle
Wednesday, October 13, 201014.3746
Thursday, August 26, 201010.9137
Monday, August 09, 201013.1630
Tuesday, July 06, 201010.5418
Friday, June 25, 201012.6038
Wednesday, June 09, 201010.9236
Monday, May 03, 201013.6621
Monday, April 19, 201012.4238


Fourier Transform after Digital Filter M

Cycle LengthFourier Amplitude
120.48
140.44
170.38
220.33
190.33
270.27
380.19
320.16
410.14
460.14
430.12



Frequency Analysis based on Quarterly Comb

TSO:  Frequency Analysis based on Quarterly Comb

Frequency from Quarterly Comb Filter
Representative Cycle (Trading Sessions) = 53.00
Sawtooth = 49.54
Peak TypeAvg. CycleMedian CycleCycle ModeCycle Amplitude
High49.6382.0053.0027.99 %
Low46.6787.0077.0035.50 %
Recent HighPriceRecent LowPrice Cycle
Thursday, August 26, 201010.9137
Monday, August 09, 201013.1689
Tuesday, July 06, 201010.5492
Thursday, April 01, 201014.3959
Tuesday, February 23, 201011.7050
Wednesday, January 06, 201015.0553
Wednesday, December 09, 200912.34106
Tuesday, October 20, 200916.53116


Fourier Transform after Digital Filter Q

Cycle LengthFourier Amplitude
120.27
140.24
170.20
190.19
220.18
1640.15
1240.14
760.13
290.13
590.13
2160.12



Frequency Analysis based on Yearly Comb

TSO:  Frequency Analysis based on Yearly Comb

Representative Cycle (Trading Sessions) = 0.00
Sawtooth = 53.02
Peak TypeAvg. CycleMedian CycleCycle ModeCycle Amplitude
High0.000.000.000.00 %
Low0.000.000.000.00 %
Recent HighPriceRecent LowPrice Cycle
Friday, July 10, 200910.77158
Friday, October 26, 200761.36331
Thursday, November 20, 20086.56547
Wednesday, July 05, 200635.421108
Wednesday, September 20, 200625.64994
Friday, February 08, 20027.15168
Wednesday, October 09, 20020.63264
Monday, June 04, 20017.59430


Fourier Transform on Raw Closing Prices

Cycle LengthFourier Amplitude
8192.83
6832.76
5122.20
5852.09
4551.69
4101.45
81.43
3721.16
131.01
3410.95
150.89




Breaking 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.



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TSO




Tesoro Corporation












Average Sawtooth based on Monthly Combo

Average Sawtooth based on Monthly Combo of Tesoro Corporation

TSO




Tesoro Corporation









Average Sawtooth based on Bi-weekly Combo

Average Sawtooth based on Bi-weeklyly Combo of Tesoro Corporation



The Sawtooth statistic measures the time from each periodic high to the next periodic low, in comparison to the time from that low to the next high point . The mid-point, corresponding to a perfect sine wave, is 50 percent. Values less than this indicate the sell slope is steeper than the buy slope, while values over 50 percent show the opposite.

Bullish or bearish moods may be reflected in the steepness of the buying and selling slopes, particularly as they change through time. The chart represents the sawtooth percentage of (approximately) monthly cycles over the past year, and of the (approximately) bi-weekly cycles, averaged over the past six months.




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