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2015年2月16日星期一

Past Big Winner Study

Winners in past quarter with 50% + move

(1) RSEN
It is a very small stock, only 4.8M float which is idea for EP. The catalyst is both new product (RCE-1000) and enter new market (Asian). No rev and earning yet. But the production is ramp up, create the excitement big money can be made in near future. This stock turn out to be best EP with clear catalyst in recent few months.


(2) ABMD
It is 35M float stock. The catalyst is growth story, earning/rev really expanding in recent 2 quarters. 1st EP does not move stock that fast, but 2nd EP confirm the fundamental change and price shooting to roof.


(3) MFLX
This is a turn around case instead of growth story. Very low float (9M). Recent 2 quarters, EPS turn from negative to positive and really expanding. Then the stock fly, but it will be difficult to catch, on EP day price does not surge with volume. But it finally take off.


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2015年1月4日星期日

Relationship with Market

Re-reading the Mark Douglas "Trading in the Zone" during the holiday season. I believe keep reminding myself with correct altitude and perspective will shorten the leaning curve in trading practice.

    When market demonstrates probability on one side is higher than the other, means there is an edge. I must make myself available (means with cost as doing business) to take the advantage.
    But since it is a probability game. I fully understand it may or may not work, it may rewards more or less at this particular time.
    Market act at its own will and doing whatever it want to do, regardless who am I. But at same time market tells me neutral information which can be identify as higher probability over other. When edge shows up, I spend some money to see what will happen next. That is it.

2014年12月25日星期四

Trading Plan for 2015

As it is close to the end of year. A plan will make me continue improving my skills for next year. Risk Management will be the most important part of the plan. The plan and rules can be modified, but only serious analysis of past tradings, back testing with new knowledge can do it. By place single trading, I should never question or second guess my rules.

[Strategies that I will follow]
(1) Momentum Burst Anticipation for short time swing. (good level)
(2) EP for longer time swing or position trading. (beginner level)
(3) Stockbee Lemonade 401K. (try to kick off this one some time when market correct to extreme, if happens in 2015, then be it. Details in 401K plan)

[Brokers]
(1) Interactive Brokers
      - Have moved all my trading accounts to IB include Roth IRAs, managed by "Friends & Family Account". Mix regular and IRA together makes it more complex to short though.
      - Mobile TWS does not support most group/allocation feature shares will be allocated to each account based on available liquidity.
(2) Fidelity
      - for my 401K account, did not have a choice.

[Tools]
(1) TC2000
      - V12 for daily use, cloud based but only 500 bars
      - V7 for long time analysis, it stores 40 years of daily data
(2) Finviz, Zacks
(3) Should try to develop or found some tool to extract earning and other useful information in one shot. Market Smith is too expensive.

[Risk Management Rules]
(1) Momentum Burst (use % Risk)
      - if primary trend in confirmed bullish: risk 0.5% per trade, each position should be less than 30% of total account to survive from unexpected disaster. Holding time will be 3-5 days.
      - if primary in the range market: use 0.5% to calculate positions. Half the profit target to increase success rate in difficult time, actual stop-loss is also half to keep the rewards/risk ratio. Holding time will be 2-3 days.
      - stay in cash (as can not short in Roth IRA) when primary in confirmed bearish phase.
(2) EP (use fix percentage)
      - 2014, most loss is here risk too much on EP. Before my skills improves, risk should be well managed. 10-20% positions for EP based on the catalyst. Making money is NOT priority now. 
      - focus on growth stories, and/or maybe turn-around/cyclical stocks.
      - focus on EPS + Sales >100% kind of strong catalyst.

[Macro-level Discipline]
For swing trading, I need to take 300-500 tradings in a bullish year to significantly change my account. That is around 2 new position per day by average. But when market stuck at range, and breath is not in favor, I should reduce my exposure by risk management rules and also reduce trading frequency by average 1 new position per day.
    If market is not in confirmed bearish, I need to take opportunities every day. Sometimes there are 10 tradings fail in a row, but 11th turn out to be a winner and will bail out all previous 10 loss. Market timing is based on object breath indicators, not my emotions. Do NOT let recent fail/winning tradings bias my situation awareness and stay in macro level discipline (By doing daily homework, by trading setups seems to be part of my nature now).

2014年12月14日星期日

Convergence on 401K strategy

As an trader who has strong believe in momentum and market timing. The "target date funds" and "lazy portfolios" are not for me in terms of 401K investing. I have total 31 funds in my fidelity account, 14 out of 31 are stock funds (taking out target date funds and monetary/bond funds) with minimum holding period of 1 month. How to best use those funds to max return is one of my focus in past a few months. After study, there are 2 strategies that makes sense to me:

        1. Stockbee Lemonade for 401K
        2. Pure momentum strategy

    Stockbee has most credit for me to come up the 401K. Basically the Lemonade Strategy is: market timing + rank funds with momentum. The enter signal is: market turn bullish after reach extreme bearish; the exist signal is: market reach extreme bullish. It only invest in certain period of market, basically it is fat-pitch method trying to catch only the major moves of bull trend. During the holding period, hold concentrate positions on top 1 or 2 stock funds ranked by 2 months momentum (TI42), adjust and rotate positions if funds rank drop out of top3 (or 20% if you have more selections than me in 401K funds).
    For pure momentum strategy, it does not use external marketing timing tool. The funds selection (here include both stocks funds and momentary/bond founds) is only based on momentum (e.g. TI42). In the bull market, stock funds will have highest momentum; while in bear market, stock funds will have worst momentum and thus will force you to rotate portfolio to monetary/bond funds. In other words, the market timing is built in the funds selection method. To further improve this method, a momentum threshold can be applied to stock funds. We can use TI42=1.01 as threshold. When any of the stock funds get 2 months momentum above this level, we move position to stock funds. If all stock funds momentum drop below this level, we then rotate to monetary/bound funds.

    What is the performance for these 2 strategies? In past 10+ years, the Lemonade has an average of 34-35% yearly return with no negative years; the pure momentum strategy has an average yearly return slightly above 20% with maximum draw-down of  around 15%.
    Let us look at more details regarding the yearly numbers. For both strategies, most profit comes from the earliest and strongest rally at the beginning of the economic cycle. During 2003-2004, 2009, both strategies had triple digital annualized return which is significant above the average. In the other years, the yearly return will be from somewhat to well below average. Both strategies will avoid big bear phase of economic cycle, which is the key compounding works and the reason that return beat index, beat target date fund or lazy portfolios.
    So why pure momentum strategy under-perform the lemonade strategy? First and main reason is the built-in market timing signal is lagging signal. It will miss the early move of major rally. While market bottom in March of 2009, index rise 25% in just one month. This one month profit may be more than entire year return of other time. For same reason, pure momentum strategy may get out too late when market move to bear phase, cause some damage to portfolios.
    Second reason, after a major rally, market tend to form complex top (whipsaw territory), generate frequent buy and sell signals for pure momentum strategy while lemonade get out early at signal of primary reach extreme (it will miss some profit here). During this topping period, when you get in stock funds, rally end; when you get out stock funds, market bounce back. One exception will be Middle 2013 to early 2014, after market reach primary extreme, with shadow correction, it keep moving higher and higher. During this period, I would expect pure momentum strategy out-perform lemonade. But over long time, exit early is not bad.

    So far as I know, Stockbee Lemonade is the best 401K investment strategy. The most difficult part and also the reason its return is outstanding is the market timing. Previously, I have written an analyst of Stockbee primary indicator. Stockbee really did excellent work on market timing using market breath, there is no need for me to re-invent the wheel.
    To better understanding how the market monitor works. We need to understand the time frame of the trend. There is very long term trend in line with economic cycle, Fed funds  rate and Fed's balance sheet are the key role in this time frame. There is major trend (long term), determined by primary market breath and finally short term trend determined by secondary market breath. The explain is as below:
        a. Monetary Conditions  ----  Very Long term  ----  one business cycles (4-10 years)
        b. Primary Market Breath  ----  Long term  ----  6 months ~ 1 year
        c. Secondary Market Breath ---- Short term ----  1 week ~ 1 month
    For Lemonade 401K strategy, it is a fat-pitch method trying to catch the major trend of the market. The time frame is in line with Primary Market Breath which is the one we should focus on. The major move tend to start with extreme bearish of primary indicator and end when primary indicator reach extreme bullish level. That is how the buy and sell signal generated.
    Shorter move is out of focus as the limitation of holding period in most 401K account, which can start from medium bearish level instead of extreme level. Very long term monetary condition is important though, which provide the context of the primary market breath. When trying to catch the major breath trend, we also want to know where we are in the economic cycle.
    - When monetary condition is in favor (bull phase of business cycle), market tend to correct only 10-15%, that's where you need to start to be bullish and stay focus.
    - 20% plus correction is accompanied by some trouble in macro-economy, and will reflex in interest rate jump and/or Fed monetary policy change. Which tend to be bearish phase of business cycle.
    - After a 20% + correction, we are at the start of new bull phase of business cycles (normally with aggressive interest rate cut and monetary policy change to favor). Market tend to strong rally for next 12-18 months (2003-2004, 2009). It is better to stay full invest during this phase, and big fortune is generated here. Do not worry about 5% kind of pull back. Also, extreme bullish reading can happen at the beginning of 6 or 9 months, this is not sell signal but actually tell you how strong the rally it is in a fresh bull cycle.

    At last, devils are in details. Let us look at the other tactics for lemonade strategy. I am not ready to execute this strategy unless I fully understand every aspect and tactics of it:
    - What happens at the bottom: sequential big selling, primary reach extreme bearish (early/leading signal), 10 day breath ratio < 0.5. Suddenly selling exhausted and buying step in generate a breath flip (bottom happens right now). Within a few days, 10 day breath ration > 2 and finally primary indicator turn green (lagging or confirm signal). Bottom tend to happen in very short time, the opportunity window is only 3-5 days. In order to catch it, we must be stay focus and full prepared.
    - Funds selection is different right at the bottom. None of the stock funds get momentum here. So we should choose the worst performance fund (lowest TI42 reading) or funds with largest beta in history as they tend to rally fastest after market turn. After one month period, if bottom confirmed, then apply regular ranking and rotate position based on momentum high to low.
    - Usually, breath indicator gives very accurate bottom signal. But it is not 100% guarantee, still small chance that we get in early and market has further room going down. After entry, the position has been lock for one month, if we are correct, primary should expanding with market move higher fast; if not the case, it like to be wrong, be prepare to get out and wait for next signal. Breath flip in extreme condition is strong signal, even it is wrong like Nov 2008, it only generate a short term rally instead of start of bull phase. Still rally is longer than one month. So 100% in at bottom signal is justified, the chance of losing money is small, the change of catch a major bull rally is high.
    - When market rally for several months and reach extreme bullish level. This is the exit signal. But it does not mean that we need to close stock funds positions immediately. We should stop rotate the position even it drop below top3, otherwise it will be lock for another one month. And partly move some position to monetary/bound, once market show weakness (big selling days), then close all the stock funds position.
    - Regarding the extreme level in primary indicator reading. Stockbee said when Quarterly 25% move issues goes below 200, it is indicate the extreme condition. This number can be inter-day instead of end of day. Also at March 2009, number goes to 480/2600 right before the turn. Although 480 is more than 200, but 2600 on the down side is really big number. Consider this number as an art instead of science.

2014年10月7日星期二

Secret to be a successful trader

The secret is that there is no secret at all. All learning material can be found at public domain. From 1980s, there is serious research on every aspect of stock market that you can imagine. If you are motivated, you will spend time to dig them out. Find out and convince yourself what's working and what is not working.

    Learning and get the knowledge about the market is just step1. The key and 90% of effort is to build up the procedure memory, divide the complex trading system to smaller task: setups, risk management, market timing ... extensively practice in real market till get perfection on all of them. After spending thousands of hours and solved all issues no matter how tiny it is (without blow up your account), you are likely to be successful (which means get consistent result in stock market)

   A very good article regarding how to effective practice and get expertise. (For those who can read chinese). This really fix the gap between "know it" and "you can do it".

   How to practice for 10000 hours.

2014年9月14日星期日

09/14/2014 Weekend Routine - EP

No good EP in past week. So just post a study.

There are stocks move big in short time based on catalyst, a lot of them is just one time thing while some of them will trigger long time multi-weeks/quarters move. To better understand EP, Pradeep Bonde in Stockbee divided the catalyst into several category:
    (1) Story Stocks: This is biggest category. Especially common when market in short team extreme bullish stage. People are exited about the story (often un-explainable story) and market condition will help pump the stock. Normally it crash very fast as well (that is why we call it Lottery Ticket). I should avoid trading those stocks.
    (2) Biotech: When company develop new drugs or get positive result in trial stage or get approved by FDA. Stocks often rally strong based on the news before showing any earning data. Those stocks may work, but often the catalyst is beyond my understanding. Biotech is also more risky than the others.
    (3) Turn around play (Beaten down, value, cyclical); Company comes into trouble or cyclical stock out of favor because of market cycles. Those stocks often turn around/bottom before the showing on the earning results. It need more effort to find the correct catalyst.
    (4) Growth: often small companies neglect for a long time, then suddenly shows great earnings. The earning surprise is so big that often caused by some fundamental change or new technology/industry. Big earning surprise is relatively easy to understand, problem is that it is not often, single-digital picks per year or less.

Growth EP is the one I focus on, some easy understanding catalyst in turn-around play can also be considered. Biotech so far is beyond my ability and story stocks are the ones I should avoid.


2014年9月1日星期一

Stockbee Primary Indicator for Market Timing 2007-2014

Stockbee Market Monitor is a Breath Based indicator, it has both long term and short team breath number while eliminate the noise by count the significant move only. Below is the SP-500 weekly chart combine with Primary indicator:
    - Green on indicator: Number of stocks + 25% in one Quarter > Number of stocks - 25% in one Quarter (Primary confirm bullish)
    - Red on indicator: Number of stocks + 25% in one Quarter < Number of stocks - 25% in one Quarter (Primary confirm bearish)
    - Yellow Arrow on Chart: Extreme bullish (When Number of stock +25% <200)
    - Red Arrow on Chart: Extreme bearish (When Number of stock -25%<200)
    - Green Circle on Chart: (Breath Flip happens: strong market turn signal at bottom, Green Number is the Primary reading right before flip, some flip may happen inter-day with this number even lower)

Analysis
(1) Basically Green indicator catches the bull move while Red indicator catches the bear move. Primary indicator itself is a lag indicator, you will miss the big fortune in early market turn and give back profit during market top.
(2) In bull market, primary like to be continuous green; in bear market, it is NOT continuous red but makes marginal green (you do not see extreme bullish in these short green period)
(3) In bear market or big correction (2008, 2010 summer, 2011 fall), primary indicator can go to extreme bearish. At or close to extreme bearish phase, breath flip provide very good and strong bottom signal.
(4) Besides 2013, Major bull market often end with extreme bullish primary readings. 
(5) Top signal is not as good as bottom signal. After primary goes to extreme bullish:
      - it can go to bear market or major correction (2008, 2010 summer, 2011 faill, you see breath flip)
      - it can go to minor correction (2012 Jul, Aug or 2012 Nov, you did not see breath flip)
      - it can just side way move or pull back (with primary still green) then continue (2013)

2014年8月30日星期六

Three levels of thinking in trading

(1) Individual stock
The behavior of individual stock is random. Even 2 stocks look identical: chart, fundamental, float, market timing... and etc. Still one may b/o successful while the other one may not work.
    The effort in this level is: found a setup, thinking in probability and trade in discipline. Psychology issue will kick in at this level also, which need to be resolved.

(2) Setup behavior
When we think in setup, it is a group behavior. There is a distribution of stocks with same setup. For example, for short term swing setups. Your win/loss tradings is like 1:1 ratio; average rewards/loss in $ is like 2:1; 20-30% of chance you will catch idea move; 30-40% of chance it goes to reverse direction of your expectation and may hit stop loss...
    This distribution is affected by generally market and keep changing. For example, at early bull market, b/o success rate will be high. During market top, it is very vulnerable. Years ago, best quality stock move first in a rally, then 2nd quality and then others when everything moved up, it is about to turn; now this is change, all stocks move when bear market end and most beaten down stocks b/o strong at early rally.
    The effort in this level, market timing tool is very important. Also effort need to keep monitor the setups. If something changed, is it due to market condition or setup behavior is really change?

(3) Long time endure edge.
Long time endure edge: most trad-able edge is momentum and PEAD (Post Earning Announcement Drift). The setup need to be built on endure edge in order to profit. Momentum and PEAD has been there since market beginning and likely to persist in our life time.
    Setup keep changing, but what really changed is the tactics. Buy b/o changed to buy pull-back or buy end of day changed to buy during the day or use 3 months to gauge momentum instead of 6 months ... something like this. But momentum or PEAD itself is really not change.
    The effort in this level, belief system really need to be in line with these endure edge. Extensively studing them will convince yourself. There are tons of research work in public domain since 1980s, we are very lucky we do not need to do everything from the beginning again. The thing is you still need effort to study them to get convinced. Or you will believe something else (market is manipulate, market is efficient and no edge, low PE works, great traders has some secrets, if everyone know it, then edge will disappear ...)

2014年8月20日星期三

Some Numbers of US stock market

Number of US common stocks = 6100
Number of stocks with liquidation = 2900 (use minv3.1>100000)

[Sort liquid stocks with price]
$0-5 = 300
$5-15 = 630
$15-40 = 950
$40-80 = 680
$80-150 = 220
$150+ = 60

[Sort liquid stocks with float]
0-10M = 60
10-25M = 300
25-100M = 1300
100-500M = 700
500M+ =160
No data = 350

Low float stocks (<25M) and low price stocks (<$5) tend to have explosive move.

2014年8月15日星期五

Trading ecosystem

I always want to write something about an over-all picture. Trading is a very complex systems. I saw of people or some guru on the web only talk about individual stock pick. The individual pick is nothing unless you fully understand the strategy or setups behind it.  A lot of strategy can be found in public domain, most of them are proved working. But truth is studying a setup and turn it into consistent profit is still very difficult. Why? That is because beyond setups, there is entire ecosystem. Unless get perfection on every aspect in the system, you are unlikely to be successful.

(1) Market timing
Market timing tool is needed to do situation awareness. It will tell you when to be aggressive and when to be cautious. Be greedy when most people fear and be fear when most people be greedy - this is some kind of market timing. It tells you extreme bullish or extreme bearish will lead to market turn.
    If you study all the market timing method, you will get the conclusion that market breath is best market timing system. It beats value based, money flow based or velocity based system. Why? Because the breath number is the direct market information tell you what exactly is extreme bullish and what exactly is extreme bearish.

(2) Setups
A complete setup should include: stock selection, entry point, stop, exit, time frame.
    A good setup is built on endure edge. The best edge that available since market exist is: One-momentum and Two-post earning announcement drift. This edge has been there for a hundred years and like to continue work in our life time.
    Endure edge is not change but tactics are keep changing. Also how the setup works is affected by general market. That is why market timing is important.

(3) Risk management
Risk management is important. Otherwise sooner or later you will blow up your account. This first thing in trading is to protect your capital then let the market decide the profit. If you have a good system, it will come to you.
    Risk management is in line with setup. Some swing setups, you risk small and profit small. You will do a lot of tradings per year to significant change your account while drawn down is well controlled. (%R is better risk system than fix percentage of account or fix shares). Some kind of position tradings, you risk significant higher, just one trading can double triple your account. But you need very high conviction level and high successful rate. Even that, you will still see some big dawn downs.

(4) Believe system and psychology
Believe affect behavior. People do things they believe is true. If you believe efficient market theory and there is no edge available at all. Then you do not even bother trading. In order to be a successful trader, you need to un-install the believe that does not work and install the believe that works. Believe and psychology is another extended topic. But it is not that mysterious as some people say.

(5) Process flow
If you look at daily chart, you should have a daily process flow. If you look at weekly chart, you should have a weekly process flow.
    If you do not have a process flow, you will just react to whatever information comes to you first and lower the significance of later information. A process flow give you systematic way to find opportunities.
    This is extreme important at early trading career to built up procedure memory in order to remove cognitive load. People emphasize trading psychology issue, this can be conquered by doing process flow. If you keep doing same thing over and over, it will become part of your nature.
    This is the exact reason I am posting my daily routine in public.

As you can see, trading system is very complex. The best way to learn trading is first divide it to several simpler task (like the 5 items above), get expertise on each task then keep practice the entire system. This is no magic or secret of most successful traders. They all have a dark period they do not want to mention. Build the procedural memory is the key, it need thousands of hours with correct systems (if you did not spend time study and pick wrong system - it is like a doctor think brain is in chest or heart is in ass, no one will stop you from losing money) in order to get expertise on every aspect of trading ecosystem.