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Showing posts with label algorithmic trading. Show all posts
Showing posts with label algorithmic trading. Show all posts

Saturday, February 4, 2017

January 2017 - Performance Review

January was an interesting month for the markets. In the beginning of the month, markets continued to go sideways, which they had been doing for past couple of weeks - since mid December 2016. Then came the earnings and market zoomed higher. Although this rally was not as significant as post election rally in 2016, it did bring back a lot of enthusiasm. The rally continued with President's oath taking. However, it experienced some difficulty towards the end, with the immigration executive order confusion and protests across the United States.

Following chart shows how SP500 performed in the first month of 2017:


To summarize January action, it was a volatile month. Volatility does not only impact our portfolio, it hampers our investment decisions, self-confidence and risk-taking abilities. In order to reduce the impact of volatility and realize long-term consistent results, UST team develop proprietary strategies based on our 8+ years of investing experience, as documented in this blog and other sources.

These strategies went live with real money at the start of 2016. Their 2016 performance has been documented here (link). Our team is currently working on more than 5 strategies. Two of these strategies have moved to production, two are in beta phase and others are in final development phases.  

Investment Strategies

Two strategies (one conservative and other aggressive) will be used for clients' investment needs. These strategies are customized to meet the performance and risk profile needs of investors. These strategies utilized strategic and tactical portfolio allocation techniques, along with proprietary market timing methods to generate Alpha with extremely low correlation with the benchmark SP500. Hence, have very high Sharpe Ratios.

Following chart shows January 2017 performance of Conservative and Aggressive strategies, directly taken from the brokerage account.

Conservative strategy performed 4.53% and Aggressive strategy gained 11.36%, while SP500 was up 1.90% in January.

Performance of these strategies is also tracked on OpenFolio to see daily changes. Following chart shows daily YTD performance for the Conservative Strategy:


Interested ? 

There are two ways to follow and invest in the strategy:
  1. Utilize some of the offerings that UST offers (link). We will officially start sending our Market Classification Model updates in February 2017. And plan to add additional services in the next few months.
Overall, we will actively be working on this blog to ensure that all the services are streamlined. If you have any questions please feel free to comment or interact with the team via Twitter @survive_thrive. Please use the below sign-up button to register for free newsletter or other services:




Monday, January 30, 2017

Amazing 2016 for UST Proprietary Strategy!!

Happy New Year to all the readers. 2016 was an amazing year with our conservative strategy up 12.2% versus 11.96% of SP500 (with dividend). Snapshot below is taken from the brokerage account.


Introduction

We will start 2017 by reviewing 2016 performance. This review will cover every aspect of the performance, along with how the strategy performed in times of uncertainty and volatility. Each blog post will cover a different aspect of the performance review.

UST team has been developing repeatable, scalable and easily explainable proprietary investment strategies, along with built-in risk-management measures. In 2015, the strategy was developed and back tested. Last year, strategy was moved to production with real money. At the same time, we also developed 3 additional strategies, which will be discussed in future posts.

2016 - The Year of Volatility:

2016 was a very volatile year. It started with one of the worst starts of the year for the US stocks. Although market started a rally phase from Feb/March time frame, it remained on the edge due to following three major reasons:

  1. US presidential election primaries
  2. Fed's rate decision
  3. Brexit 
Brexit was one of the biggest surprises of 2016. The night of Brexit vote, market dropped over 1000 points before starting another rally phase, which most of the market participants didn't see. This was followed by an unprecedented US presidential election, which took almost everyone by surprise. If some people got the election results right, their market positioning was wrong. In the end market ended with a ~12% gain from a ~5% loss at the start of the year.

Conservative Strategy Performance - 2016

Interesting aspect of this strategy is that the returns are uncorrelated with the market. 2016 Beta was -0.57, while 9 year back-testing showed a Beta of -0.08. Since the returns are totally independent of the market performance, we can say that these returns were Alpha.

Throughout this volatile year, our proprietary model kept us on the right side of the trade and kept on adjusting the holdings to dampen impact of volatility, while amplifying potential gains. Following is a snapshot from the brokerage account showing the monthly performance:

Following chart is from Openfolio, showing daily change of the same portfolio in 2016:

Overall gains were impacted by pre-election jitters and post-election bond rout. However, it gave the strategy an excellent buying opportunity, whose benefits we could reap in 2017. We also learned several very important lessons for the strategy, which has enabled us to improve the nimbleness of the model. Benefits of these additions are clearly visible in 2017's performance, which we will discuss in one of the next blog posts. 

Investment Options

We are working very hard to make these strategies available for investors. If you are interested in investing, you can register below and we will send you update when the strategy is available for investments. Some of the key outputs from the data models used in this strategy are also available through subscription

Wednesday, November 2, 2016

Market Trend Remains Up

Sideways consolidation continued over the last week. The blog wasn't updated because of registration paperwork. We will discuss Investment Advisory registration in one of the upcoming posts.

Markets' sideways action remains intact. Even though in the last couple of days SP500 and US indices saw a relatively sharp decline, it did not impact the overall shape and form of the market.

Market Structure
SP500 is tracing out a diagonal pattern (shown below). One of the criteria of this pattern was to decline below C level, which it did yesterday. Now, the market needs to hold above yesterday's bottom to confirm that this pattern has been completed.


The overall market structure remains very choppy. This choppy action now spans over 4 months, which is a good enough time to correct the market through time. At weekly level this sideways action looks nothing more than a bull flag or pennant formation. And both of these are bullish in nature.


In terms of next market move, there are couple of options and will be determined by how the market participants react to the next rally phase. In either case, the minimum rally requirements would be above July 2016 high or around that level (SP500 = 2190).

Sentiment
Recent decline has also improve sentiment measures to suggest that a more sustainable rally is possible.

Fear/Greed indicator is at levels where it typically signifies a market bottom.

Similar another indicator just generated a buy signal and could mean that the trend is about to turn to the upside.


Market Classification Model:
MCM for stocks continues to be in a bull market. Therefore, the trend remains up and we will soon see a sharp rally. Even with yesterday's sharp decline, our strategy performed well. While SP500 was down 0.72%, we were up 0.20%. Another proprietary model is suggesting a sharp rally in our strategic allocation portfolio. We will see. So far by the grace of almighty, our proprietary portfolio is up ~20% YTD (after 10 months), which SP500 is up ~6%.

 If interested in free e-mail list or in paid services, please fill-out the form below.


Tuesday, October 25, 2016

Inflection Point Model - Performance Recap

Inflection Point Model predicted a market turn date on Oct 21, 2016. Market declined on the 21st and then rallied. The rally continued today and futures are up now. With new catalyst along the way in the form of earnings from Apple and Google, we can expect more gains. Good thing is that even with today's very powerful rally, there was no sell signal. This suggests that the trend remains intact and is strong.

IPM Output - Turn date 10/21/16
Following chart shows the IPM model's output, as shared on Oct 17th (link)
Market Structure
Analyzing IPM model in conjunction with the market structure showed us that the trend had been sideways to down since mid July. Hence, the likely scenario was for market to put in a bottom during the IPM turn window and rally.

Following chart shows the latest structure shared on the blog along with a blue box, highlighting potential market turn window.


Following chart shows performance of SP500 as of today i.e. after bottoming within IPM turn window on Oct 21, one can observe the green bar with a gap up. Today's performance shows that the market gaped-up but did not cover the gap, hence, hinting towards a strong move. At the same time, confusing so many market participants, who have been taking failure of rallies as the new norm. 


Next Steps
We will continue to evaluate the market with respect to its structure and Inflection Point Model. One of the biggest benefits of the IPM model is to forecast potential market turn dates. And when IPM turn dates are combined with Market Classification Modal, it paints a much clearer picture. 

Market Classification Model is bullish. Next run of the model will be in next few days. Once the model is processed, it will tell us whether the internal strength of the market justifies a continued bullish posture or should one be wary of market trend changes. This information will be shared with subscribers immediately, so that they may evaluate their long investment positions.

Tomorrow's market Action
So far the futures are up and we could see a  continuation of the rally. This rally has a lot going for it but there are some signs of tiredness appearing in the market. We will evaluate the market structure and next IPM turn window in upcoming posts.

If interested in free e-mail list or in paid services, please fill-out the form below.

Saturday, October 22, 2016

Sideways Gyration Continues...

For more than 3 months markets have been going sideways. This sideways action is not only boring, its very straining for investors, economists and everyone else. As market goes sideways, investments don't yield returns which frustrate investors and they try to do things that more often than not hurt them. It's a way of market to throw us off our investment strategy. But the goal is to be not be dissuaded by the market and keep following a plan.

Along side regular investors, it significantly impacts options traders. Sideways market action is disastrous for option premium. As a result, options expire worthless. SP500 is currently at the same level as it was in early July. So over last 3 months, market has not gone any where.


If anything, it has a slightly downward trajectory since August. On one hand, this kind of market action is positive for long-term market gains, as market is digesting gains and will most likely breakout, it begs the questions whether we have seen the bottom or market still needs to do some work on the downside.

We are blessed to be up ~20% (YTD), while SP500 is up ~6%. Detailed performance analysis will be shared at the end of the month.

Identifying Next Market Move
Identifying a top or bottom remains a very difficult job. In order to correctly project market's next move, we need to take into account 4 items:
  1. Timing
  2. Structure
  3. Market Signal
  4. Confirmation
Without all of the above items lining-up, its premature to assume that trend has reversed.

Timing
In regards with market timing, we are currently within the Inflection Point Model's turn window. Window is shown above in blue box and is shown below:
Turn window will expire at the end of next week.

Structure
Market structure remains corrective but there is a potential that we can see a decline before sustainable rally. Therefore, if the market rallies and can sustain the rally, it will be signal of bottom. If the market cannot sustain the rally and starts declining in the next couple of days, it will suggest more work is needed on downside. 

Market Signal
If market performance over the next few days generates a technical signal, it will show us whether market will top or bottom within this turn window

Confirmation
Once the trend is set, we would need a confirmation by proprietary levels to confirm the move.

Conclusion
Market remains in a sideways pattern. This pattern will soon end but will confuse many market participants along the way. At UST, we know that the market is within a turn window, now we just need to wait for a market signal and confirmation to confirm the next move. 

Overall, market remains in an uptrend. And in the next post we will see the value of adhering to Market Classification Model. We will also be writing a series of posts on how our proprietary strategy fared in a confusing sideways market. This will be an amazing case study and I am thankful for the fact that we have seen this kind of market action because it will enable us to see the benefits of certain key aspects of our strategies.

If interested in free e-mail list or in paid services like Market Classification Model, IPM or others, please fill-out the form below.

Wednesday, April 27, 2016

Benefits of Model - Part 3

With Federal Reserves not raising the interest rates and Bank of Japan maintaining negative interest rates, the markets are primed for some interesting action. At this point, one must ask:
  • Why is the Fed so uncertain? 
  • What are they seeing that even with stock market (SP500 and DJIA) near all time highs, they are not willing to increase the rates?


We know that the economy is not very strong. And it is a good decision from the Fed to not raise rates. However, what type of signal will it send to the investors? Is it time to be wary of the stocks as the economy struggles or is it time to get aggressive?

The question then becomes, even though the Fed has maintained the interest rates for now, how long can they maintain this posture? Will they not increase the rates on the first sign of strengthening economy? In that case, if the May jobs report comes in very strong, which is expected based on last week's extra-ordinarily strong weekly claims data, will that push Fed over the edge to raising rates at June's meeting?

In short, there are so many questions on the fundamental side. Similarly, from a technical perspective there are also several questions. At this time, the best strategy for any individual could be to stay out of the market and wait for the market to show its true direction, which could result in a delayed entry into a good long/short position. Or follow a system that takes out emotion from the investments. Since we have been using the Portfolio Enhancement Algorithm since the start of 2016, we decided to analyze the Q1' 2016 performance.

In the last few blog posts, we have discussed the benefits of Portfolio Enhancement Algorithm based in 2016 based on real-time performance with real money (as of April 12th, model was up ~9%, while SP500 total return index was up ~2.5%. 
Following are some additional benefits that we realized by using the model during Q1' 2016.
5. Trend/Momentum following ability

Model offers the ability to utilize two of the most basic concepts of investments that help investors in the long run. In fact, hedge funds, which made a lot of money in 2015, were momentum following hedge funds. These funds realized that oil price decline had strong momentum and therefore, continued to hold short positions in oil.

As long as one can stay with the trend, investments pay off in the long run. My 8 years of experience in the financial industry has confirmed the adage that "Trend is your Friend." If a person tries to fight the trend, it’s possible that he might make few good trades but in the long-run the investment account will suffer. 

Although there are indicators and analysis techniques that allow a person to identify potential areas of trend changes and market timing, there is no Holy Grail. Therefore, the best option for investors is to stay with the trend. While staying with the trend, it’s imperative to have risk management facets to guide one about potential upcoming changes in the market structure.

This is similar to regular health checks that one undergoes to see how a person is doing internally. If one doesn't do health checks, they won't get a forecast of what is going on inside his/her body. As a result, it can be too late when one reacts to the new developments. In order to mitigate such risks in the investment world, this model has in-built risk management and market health check mechanisms.

6. Positioning for Next Market Move 

Another key aspect related to risk management and market health check is the ability of the model to position for the upcoming move in the appropriate area. It’s always critical to position one's portfolio before a move happens rather than reacting after a move has started. This not only reduces the stress, but allows one to establish a good position

Since majority of portfolio gains occur at the start of a new rally phase, if a person waits for the rally to begin, they might miss on the lion share of the move. On the other hand, if a person enters too early they might sell before the move actually starts. As a result, it’s always critical to correctly position the portfolio for next moves and have confidence in the allocation.

This is another huge benefit of this model that it allows us to position the portfolio for an upcoming move without taking too much risk and ensuring enough diversification with risk management perimeters. As a result of these benefits, this model can be applied in any portfolio and can be used with leverage to compound returns.

As an example, the model allowed us to position in such a way that we benefited from the Jan/Feb 2016 market decline and then allowed us to mitigate losses through accurate positioning in March, followed by sharp gains during the last week of March and first week of April.

  • Buy and Hold features
  • Quantitative benefits:
    • Beta
    • Sharpe Ratio
    • Alpha

Monday, February 8, 2016

Employment Numbers, Economy and Market

Economy continues to perform below expectations. Latest job numbers were OK but not GREAT. I don't think they are even good enough to justify future rate hikes. But unfortunately Federal Reserves is locked into this situation where they have already committed several rate hikes for 2016. Although they won't do four hikes in 2016, any hikes will result in a flattening yield curve and possibly lead to negative yield curve.

Yield curve inversion typically leads to a recession. Although the numbers are not showing eminent recession right now, the stock market is now surely discounting a significant slowdown in economic activity. If the economy is to enter a recession, we could see further losses in the market.

From a socioeconomic perspective, a recession/bear market in the final year of election, could pave the path for a socialist president in the form of Bernie Sanders because people will be angry towards capitalists.

Getting back to economy, industrial activity has slowed considerably, which is an indication that the manufacturing sector is already in a recession. Number of job cuts being announced reminds us of the days of the great recession, when the news was always about reduction in workforce. When you have job-cuts coupled with tightening Fed policy, restricting the money flow, it just exacerbates the economic situations.

In fact, it leads the economy into a death spiral where one negative news feeds the other negative thing and so the cycle continues. For example, reduction in jobs will result in lower spending, which will in turn reduce profits, resulting in lower stock prices and cost-cutting measures, which will result in more job-cuts.

Under these circumstances, stock market is tracing out a series of mini-head and shoulders patterns. As you know head and shoulders pattern are topping formation. These patterns also appear in a downtrend as continuation patterns. Following chart shows H&S pattern in SP500.


If market declines in the next few days, this pattern will be broken and January lows will be tested. This will allow the market to complete the right shoulder of a longer-term head and shoulders pattern (discussed here)

Under these circumstances, the best option is to stay out of the market and wait for a trend change before going long again. Bonds remain in a bull market, so they can be a good place to park cash and ride-out this rough patch in the stocks, which could last for the next few quarters (at least).

Wednesday, January 6, 2016

Long Term View of Dow Jones Industrial - $DJIA

Markets continued their decline and are again poised for a down day with China closing early due to circuit breakers being activated for the day.

We have been talking about the stock market trend change since September 2015 in the following blog posts:
  1. New Year and the Stock Market
  2. Bonds Rally Analysis and Stocks
  3. Importance of objectivity in trend following
  4. Current Market - Bear Case Evaluation
  5. Investment Optimization Model (IOM) Performance - August 2015

At the same time we have been discussing markets via twitter on a more frequent basis. In this post, I would like to analyze the market from a long-term perspective. Chart below shows the performance of Dow Jones Industrial Average over the past 2 decades. 


Following are the key highlights evident from the above chart:

  1. US stock market remained in a sideways phase for over a decade
  2. US stock market broke above the resistance level in 2012. This break was more pronounced in SP500
  3. Rounding top/Head and Shoulders top formations took place at the two prior tops. And currently, it seems like a similar pattern is being formed
  4. There is a longer-term trend line which the market failed to break to the upside, and might have capped this bull-market
  5. Since the economy lags the stock market by ~6 months, we can start seeing the impact of lower oil prices through energy sector decline in the economy, starting in Q3'16
  6. If the market has really topped, we can expect ~7+ months of decline to correct last ~7 years of rally (if we are not in a secular bear market)
  7. Decline in earnings will result in higher P/E ratio. As a result, stock prices might come down to bring the P/E ratio to normal or lower valuations
  8. Many of the individuals components of $DJIA are tracing out individual Head and Shoulder patterns, which could mean that the market's components are broken
  9. Best case scenario for this correction would be to end before breaching below 2011 lows
  10. Worst case scenario would be a break below 2009 lows and formation of an expanded traingle pattern, similar to 1970s bear market but a larger scale
In short, current market decline should be looked at with caution. Until and unless the model confirms a bull market, we will not enter long. Algorithm has been long bonds for a while and went short on stocks on Jan 1st. Aggressive portfolio is long other assets based on proprietary asset allocation mechanism.

At UST we have now dealt with short-term trading based on IPM trading model and longer-term investment based on Investment Optimization Model. We will continue to share our insights with readers. For now be careful. We will go long, as soon as the model goes long.




Friday, May 8, 2015

Portfolio Positions - Dollar Tree

Sideways action continued this week also. This sideways action can be very demoralizing for regular market watchers, as no one really knows what will happen next. But there is a famous phrase on the street, which says that "one should not short a dull market." Although this market is not dull on a day-to-day basis, it has been pretty dull over the last few months.

Good investors make money in these type of markets by selling stocks that have already rallied during this phase and re-distributing proceeds into positions which have not performed so well. In this way, they are better positioned to take advantage of potential rally.

A very good example in this regard is Amazon. Amazon declined throughout 2014 after topping around 400 in late 2013. While Amazon was declining, it was a good opportunity to accumulate. Since Amazon was in a bull market based on proprietary model, adding to long positions paid off big time in 2015 with Amazon rallying from 300 to 430 in just 4 months. Therefore, the gains would have been amplified, as one would have bought multiple shares at lower price.

The goal of the new model is to buy good businesses that actually sell tangible products or services. This would mean that investors are actually investing in good companies.

The most recent example in model portfolio is Dollar Tree stock. Dollar Tree rallied in the first two months of this year, but since then it has been declining. As a result, proprietary allocation model increased the exposure in Dollar Tree in May because it is in a bull market. Model will keep on changing the ratio based on analytic modeling, as long as the stock remains in a bull market.



If the stock is truly in a Bull market, it will rally sooner or later and thus, gains will be amplified. If not in bull market, portfolio will exit the stock position on proprietary triggers. We will see...


 

Saturday, April 25, 2015

Lessons from Nasdaq and Beating the Market

Last week was a positive week for the overall market. Blue chips gained some but Nasdaq gained a lot. Nasdaq is now within few points of all time high, which was set in 2000.

Although Nasdaq (the darling of 90s) is now approaching all-time highs after 15 years, many of the companies that were making higher highs in early 2000 are no where to be found in today's market. If one had invested in selected few companies, he would still be at a much lower level.

The story of Nasdaq taking 15 years to reach its all-time highs, teaches us two important lessons:
  1. Market can remain below a certain level for eons. Therefore, buy and hold might not be the best strategy
  2. Individual stocks are extremely hard to manage because of their individual unique profiles, company cultures and other aspects
Being said that, now the question arises how can one then beat the market and should one hire a money managers, with ton of market experience, to beat the market. Lets tackle both of these questions one by one:

Firstly, over the long-term (~20 years) only 1-2% of the money managers beat the market. This means that the probability of selecting a winning manager is .02. In other words, if you have the choice of investing money with 100 money managers, only 2 will be able to beat the market over the long-run. Furthermore, all of them will take money management fees. So should one invest with money managers with such low odds of success?

This observation gives credence to Warren Buffet's concept that its better to invest in low cost ETFs that follow the market and at least perform better than majority of the money managers because you will be closely following market's performance. But this method does not answer the question of how to beat the market. Although it is a difficult question to answer, it is a very good question to ask!!

In order to beat the markets, one should buy good companies and ride them as long as they perform well. If they enter a bear market, one should start riding another well-performing company. Although this concept seems very simple, it is very difficult to implement. In order to effectively implement this concept one needs following 5 pieces of information:
  1. Which companies to invest in?
  2. Whether selected stock is in a bull or bear market?
  3. How much to invest in each position? 
  4. When to exit a certain position?
  5. How to protect gains? 
As you know Understand, Survive and Thrive has been performing market analysis over the past several years with the goal to optimize portfolio returns using objective techniques and algorithms to take out emotions from trading. We have recently tried to incorporate above mentioned 5 pieces into our model for long-term investing.

 

Monday, November 5, 2012

Market Analysis & 8/4 Test

Friday saw a sharp decline in the markets, as expected from the IPM Model forecast, which stated that markets should continue to decline till next turn date. Markets topped in October, and started to decline while most of the people were expecting a rise into the elections. If market continues to decline over the next week, people will start attributing this decline to damage caused by Hurricane Sandy. However this might not be the case, in fact this decline might suggest that market is expecting a Obama Win in the elections (another blog post will be published).

Since one needs to analyze the market from a holistic perspective,  Market Matrix helps in analyzing the market in terms of Sentiment, Market Trend, Elliott Wave structure, Technical Indicators, and Leading Markets. Market Matrix takes on even more importance when taken in conjunction with the 8/4 Test. Currently, Market Matrix is neutral while 8/4 test is signaling a sell signal. This is very ominous development for the market.

8/4 Test is a unique method developed by Understand, Survive and Thrive, to determine when we have seen a significant trend change. Friday's market decline has brought the market very close to generating a Sell Signal. The 8/4 Test has perviously signalled larger trend changes. For example, a 8/4 Sell Signal was generated before following declines:

May 2010       SP500: 1164 ==> 1004     -     13.8%
May 2011       SP500: 1330 ==> 1264     -     5%
July 2011       SP500: 1326 ==> 1076     -     18.9%
Nov 2011       SP500: 1216 ==> 1160     -      4.6%
May 2012      SP500: 1365 ==> 1265     -      7.3%

Median Decline: 7.3 %, Average Decline = 9.9%
Prob (Decline) = 0.9

Expected Decline = 9.9 *.9 = 8.96%


8/4 Signal is composed for 4 steps:
1- Decline / Setup: This step involves initial decline to a proprietary Moving Average (8)
2- Test: Initial decline is followed by a rise to a faster proprietary Moving Average (4), but does not make a new high
3- Failure: Market starts a sharp decline
4- Breakdown: Market breaks below the M.A. (8)

We are currently at the fourth step. Once this step is completed (Decline below 1406), we can see sharp decline. Based on expected decline of 8.96%, market can decline to low 1300s. Please note that this is a statistical calculation, and will be refined with the latest IPM data)

Interesting Observation:
The market top was forecasted by the IPM Model even before the 8/4 Setup was initiated. Current 8/4 test suggests that the decline we are witnessing right now will be deeper then expected. Although we can see a brief rally within next 2 weeks (as per IPM update sent to subscribers), market will not start a bull market after elections have been completed. Instead we could see a lower low or a double bottom at the next IPM Turn date (will be sent to subscribers).




If interested in these updates, please fill out the form below. 

Monday, July 11, 2011

Trading Algo: 15% Profit in 2 Weeks

In the name of Allah, most gracious, most merciful

Market action over the past two days signifies the importance of the "Trading Algorithm." Trading is not a simple game, it’s a strategic war where one needs to be on the lookout all the time. In order to be a successful trader, one needs to cut short the losing trade and let the winner run. If a trade decision is accurate it would result in mammoth profit, whereas if it is incorrect, it could substantially reduce profitability. However, this is a very tricky task because it is almost impossible to be certain about the outcome of a trade decision.

Keeping this important trading attribute in mind, UST conceived, devised, optimized and incorporated the Trading Algorithm, as an integral part of its trading mechanism. Trading Algorithm is the most critical part of Understand, Survive and Thrive’s arsenal of fighting the shrewd and fast-paced equity market. In short, Trading Algorithm is like the one stop shop of stock trading, as it deals with trend identification, position taking, profit targets, risk managements, profit taking and disciplined observation.

Specific benefits and working details of the Trading Algorithm will be discussed in a future working paper published by the Understand, Survive and Thrive. In short, the parameters are especially optimized after comprehensive statistical Monte-Carlo simulation. But today I will discuss the most recent example of this algorithm’s achievement.

RECENT TRADE
This model allowed UST to go long on June 24, 2011 at 1274 (SP500) - TNA (3X small caps ETF). At the same time, it allowed UST to pre-define the trading risk of 2% (This percentage varies depending on the market structure). Secondly, it allowed to raise stops to price sensitive levels ensuring stability and hedging against losses. Finally, it allowed us to exit the market with a 15+% profit, even with the market's recent sharp decline. These buy and sell signals were sent to some of the people who requested subscription information.

Now the model is suggesting that one should wait before going long again. We have already discussed the upcoming turn dates, and will further analyze the market based on the latest market decline.   

Overall, this is a rational approach to market analysis, as it combines analysis with actual trading positions and a guerilla approach. Although there are many different black box methods available in the market, including the Inflection Point Model (UST) – which has a success rate of 90%, rational trading methodology is critical for successful trading.