Newbie traders get lucky and make some quick profits. That money is not utilized properly to buy time and set forth to learn the methods but they jump back for more money. What happens to these kinds of traders is that they will either slowdown to learn or go even pick up pace to recover losses and finally end up dissolving the money from their account. This particularly happens in a time based trading with miracles.

Make the best when miracle hits you:

1. Acknowledge you got lucky, admit it was a gift
2. Put yourself on probation for at least one trading day to get your mindset back to normal
3. Start trading smaller size with tighter filters
4. End the trading day early and on a small profits

Negative reinforcement is an effective constant reminder of what you shouldn’t do and it is easy to implement. Taking a break from the action is only a temporary band-aid. If you haven’t built your foundation of knowledge you are still on borrowed time. If you don’t take the time and make the effort to build a foundation, you will once again find yourself in the chasm.

In a time based trading a strong or weak market is irrelevant to a trader. Sometimes miracles and losses overlap but not always. All you have to do is just preserve your capital and your spirit levels for a long run.

Backtesting is just the procedure of using chronological records to experiment the act of some trading approach. Data Mining involves probing through data in order to establish patterns and find probable correlations between variables.

The Multiple Hypothesis Problem

Let’s presume that we backtest the approach against ten years of chronological marketplace data. The results are not very encouraging. Conversely, being violent and stumble traders as we are, we decide not to give up so easily. What about a ten day moving average? That might work out a little better, so let’s backtest it! We run another backtest and we find that the results still aren’t stellar, but they’re a bit better than the 20-day results. We decide to explore a little and run similar tests with 5-day and 30-day moving averages. Finally it occurs to us that we could actually just test every single moving average up to some point and see how they all perform. So we test the 2-day, 3-day, 4-day, and so on, all the way up to the 50-day moving average.

Now certainly some of these averages will perform poorly and others will perform fairly well, but there will have to be one of them which are the absolute best. For instance we may find that the 32-day moving average turned out to be the best performer during this particular ten year period. Does this mean that there is something special about the 32-day average and that we should be confident that it will perform well in the future? Unfortunately many traders assume this to be the case, and they just stop their analysis at this point, thinking that they’ve discovered something profound. They have fallen into the “Multiple Hypothesis Problem” pitfall.

Overfitting

Overfitting is a category of setback of the above problem. In overfitting we first look at the past and then build a single complex hypothesis that fits well with what happened.

Not likely, but we could always keep altering the model and taxing the approach in diverse samples (out of sample testing again) to see if our performance improves. When we stop getting performance improvements and the only thing that’s rising is the complexity of our model, then we know we’ve crossed the line into overfitting.

Conclusion

Data mining is a method to use our chronological price data to propose a feasible trading strategy, but that we have to be aware of the pitfalls of the multiple hypothesis problems and overfitting. The way to make sure that we don’t fall prey to these pitfalls is to backtest our strategy using a different dataset than the one we used during our data mining exploration. We commonly refer to this as “out of sample testing”.

back test moving average (1), data mining backtesting (1)

Shorting
To trade during a bear market or an IPO, limitations are placed on short positions. This is either because brokers have no shares left available for shorts or the swap has proscribed shorting. There are no such limitations when it comes to spread betting.

Financial Incentives
Tax benefits are coupled with spread betting but there are also other financial incentives. Spread betting firms charge no commission, and exchange fees do not apply. Spread bet firms make their wealth from the spread they charge.

Trading Platforms
Spread bet firms have invested profoundly in their online trading platforms. These programs comprise live streaming quotes, free live charts, news wires and order tickets featuring stop, limit, OCO, market and CRB (controlled risk bets that act as a guaranteed stop loss) orders.

financial spread betting guide (1)

If you are trading in The States, then market data have to be downloaded the next day as the markets only close at 9.00 pm UK time and update overnight.

For the UK, look at the FTSE100 index (250 and 350), for the US the DJIA index etc. This will provide a view of the overall market, strength, weakness, support, confrontation etc.

All shares and stocks are separated and sub divided into different industry and market sectors. Analyze every industry sector chart, for strength and weakness, as well as support and resistance. Do not buy shares or stocks in a sector of the market which is particularly weak or selling short in a strong sector. Naturally, there is no assurance that any share you desire within a sector which is performing well will guarantee it will follow the trend, but it is a rational supposition to make as a start.

Accepting and identifying industry and market sectors can be scandalously difficult. Having downloaded the end of day data, check all charts. As always, look for trends, volume, support and resistance, breakouts from a channel, turning points and candle patterns. Identify a list of possible prospects, compare them with their sector, see whether they were in a good sector or not, and how they were performing relative to the sector.

It is important checking on any share or stock that you are considering as to details of any directors who have bought or sold shares recently. Buy a share one day before the date then and be entitled to the dividend, but if you buy on the day you will not be entitled. There is a three day window between the ex-dividend date and the date of record.

On the broader front, there are four clear periods to the economic cycle-full recession, early recovery, full recovery and early recession. The markets tend to lead the economic cycle. In early recovery industrial, basic industry and energy sectors tend to lead, in full recovery staples and service sectors tend to lead, in early recession utilities and finance sector stocks tend to lead, and finally in full recession cyclical and technology stocks tend to lead the way.

Pay attention to the announcements on interest rates etc. Be rational rather than trying to acquire some deep knowledge of facts and figures that only economists comprehend. After all, if they know anything of value they would have retired long ago. Trading and investing is hard work and is about making money – not losing it!

Regrettably involvement in the Stock Market is not a one-way street. It is commonly acknowledged that losing a chance in Stocks is much easier than gaining one.
The chances are that all you hear concerning the Stock Market comes from either a work colleague or the ten-second report delivered on twilight news. The more Shares you acquire the greater your stake in the company becomes.

As a shareholder you will have a claim to a portion of the company’s earnings, paid in dividends, and any voting rights attached to the share. You can now buy and sell your shares with the click of a mouse or a phone call and you are no longer issued with a certificate. To ease the flow of transfer, certificates are now held in electronic form by your broker (in street name). This makes it possible to transfer tenure (buy and sell) in a fraction of a second.
Companies issue stock in the first place as they share their ownership and their profits with the general public for the price of a share to raise money. The alternative to equity financing is debt financing. This is where a company issues bonds or takes out a bank loan.

Bonds are a form of debt financing. To invest in bonds does have some rewards over buying shares. Preferred Stock is the cross between common stocks and bonds. Frequently the issuing company has the right to buy back their preferred stock at any time for a premium. Exchanges are where shares are traded, i.e. where buyers and sellers meet to decide on a price for a share.
The prices of the shares listed on the foremost exchanges are changing constantly during market open hours. To put it simply, if more populace want to buy stock ABC than sell it price will rise, conversely if more people want to sell the same stock than want to buy it price will fall.

Fundamental traders are primary traders who make their decisions based on market, sector and stock specific news. Share prices were over valuing companies who failed to make any profit. Technical traders completely ignore the fundamentals and stick to spotting price patterns. Technical traders argue that price patterns mimic the psychology of the market’s participants.

While reading through a list of quotes in your daily newspaper or online you may be forgiven for thinking that the companies with the highest priced shares are worth more than those with a lower stock price. A company’s current market value is calculated in terms of market capitalization. This is calculated by multiplying the number of outstanding shares by the current price per share.

Trading Vs Investing
The difference between trading and investing is quite a large one. A very active trader (seconds, minutes, hours) is known as a day trader while the less active (days, weeks, months) are swing traders. Discount brokers exploded into the market place with the arrival of the Internet. Market capitalization is the true value of a company and not share price. The type of market participant you become depends heavily on your spare time and your emotional attachment.

Widgets & Co, is the only company in US distributes widget with permit. The amount of money he made each time he bought and sold was quite petite, and the number of dealings per day was also low. Having given the problem some thought, he surprised what would occur if he told to a fellow citizen that widgets could soon be in short supply.

Many days passed and widget sales remained at their normal level. It seemed his sketch had worked and everyone was contented. His clients were happy as they knew that widgets would soon be in petite supply and so their value would increase. Uncle Joe was happy because he was selling more widgets and making more money every day.

The next day he announced a price raise, but still believing there would soon be a widget shortage, his customers continued to buy in ever larger quantities! As the weeks accepted he steadily improved his prices elevated, but still the buyers continued to buy. A few of his more shrewd customers started to sell their widgets back to him, taking their profits, but Uncle Joe didn’t mind as he still had plenty of willing buyers. This was all good news for Uncle Joe, until one day, he all of a sudden realized with some panic that his warehouse was now looking very empty indeed.

Inquiring into what that rumor might be, Uncle Joe learned that his neighbor had heard that another, much bigger widget distribution company was setting up business in the area. Being intelligent, Uncle Joe realized that destiny had given him the answer on a plate. More importantly, widget values were likely to drop dramatically in price.

As they parted company, Uncle Joe giggled to himself at having such good wealth and such a helpful rumor for a neighbor. Within days he had many of customers outside his warehouse doors begging him to buy back their widgets. With so many customers selling, he dropped his prices quickly, making people even more desperate to sell before their widgets became worthless! As the prices fell further, more and more people cracked under the pressure. Uncle Joe was now buying back an enormous volume of widgets.

To most people, the sudden moves seen in the stock market are a complete mystery. More curious is when good news appears and the market or stock falls, or equally odd it rises on bad news or results. Stranger still is the fact that the market always falls faster than it rises.