Quote from Shanb:
You median is the middle of the distribution right? Looks good, seems like a relatively normal distribution.
Also with the fading and ACD. Its just like any other approach that you would have to make profitable. Any type of trading is going to require proper discipline, execution, and risk management. Most people don't have the chops to do this. If I am trading a breakout approach, you will get those days and weeks that no breakouts have follow through. You manage risk through these periods and take advantage of the good periods.
I am finding that OR size is extremely important to know if something may follow through or likely fade. The importance is TIME. Not accounting for time in the ACD equation is leaving alot on the table. You will notice that the best trends with the most follow through are going to come after you have some sort of price discovery period and one side is caught and a big move will proceed. Time is usually needed for one side to be positioned and then have to cover into a move. If a move just happens off the open in a volatile fashion, these are not usually the healthiest moves and many times I actually fade these moves with tight stops and catch some good trades. Don't fade the moves that have time to build, those can go! When you have people chasing, you get violent reactions in the counter-moves.
Quote from baggerlord:
Still talking about SPY:
Actually the small move is skewed pretty heavily towards zero which is a good thing from a trading perspective. That means movement from the open >.16 ends up being a big move a lot more than I would think from my chart watching and trading over the years. The big move is more evenly distributed around the average.
I'm not too sure how I feel about fading A levels. From the number crunching I've been doing I've found a strong statistical edge in following momentum from the .16 breakout and trading in that direction until it reaches the big move distribution area. The fade strategy is not so clear. Price does tend to stop moving 90% + of the time after a certain distance but it doesn't really have much consistant behavior after that. By that I mean just because it stops moving most of the time doesn't mean it goes back towards the open most of the time. If anything it seems to randomly chop around up and down for the most part. That would make it hard to know when to get out at a loss because adverse movement would technically increase the odds of the move ending, and I guess that is how people get in trouble when they hit the big trend days. I think at some point I'm going to examine the big trend days as a group and see if the 2+std area flips from resistance to support once price moves through it on the big trend days.
I would also like to run some tests on the opening range vs movement that day. I just haven't wanted to bother manipulating intraday data just yet. Maybe I will get staff duty soon lol.
Quote from Shanb:
Skewed toward zero... What does Zero represent? Do you have a table that shows the distribution of moves over an extended period of time. I just want to see how often the moves happen. Also some of the largest range days are sometimes the most range bound and volatile days.
Also Are you looking at High-low for the range or open-to close? With the fading there are only certain instances where once can do it. By looking at the VWAP and volume distribution you make a judgement as to which moves are more likely to revert and those that are not. For example, in a skewed distribuition (VWAP>PVP) there is not likely to be any meaningful reversion as the price is likely to continue being skewed in one direction and the odds are not the same for reversion to occur in a skewed environment. However, when you have a relatively non-skewed environement...the odds are that price will more likely revert as it gets pushed out to the outer std deviations. You can't backtest this, but if you understand simple probability and stats you can deduce these things. The A-levels simply provide very accurate areas and a way to limit your risk!
Quote from baggerlord:
When I say skewed towards zero I mean $0.00 from the open. Ie 50% of small moves fall between 0 and .16.
Range is low to high.
I'll post the distributions when I'm on the computer later. On the smart phone.
BTW would you guys prefer if I post this stuff in a different thread so as not to clutter this excellent thread and leave it for pure acd?
Quote from Quon:
Damn Mav,
Seriously, have you ever considered a side career in teaching, (like you're not already busy)? I used to teach high school, and let me tell you, if we had more folks in the profession who knew how to explain complex concepts in metaphor like you just did, the world would be a more informed place!