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Topic: Wouldn't it be nice... (the LazyWhale algorithm) - page 12. (Read 24717 times)

legendary
Activity: 1470
Merit: 1007
Your canned response always includes an insult too?  How thoughtful (Not).

True. The insult is added on the spot to fit the particular instance of stupidity on display. (bad temper sometimes. sorry.)



Interesting paper, didn't know it before. Thanks.

You know... the cool thing about the EMH (weak or strong, doesn't matter) is how easy it is to empirically falsify it. Just one factor, in one market that yields a result above the significance cutoff (maybe even adjusted for unpublished results :D) is enough to at least declare the EMH for that market dead.

So, if you don't mind, I'll add a link to your paper to my canned response in the future:

Quote
To see how the new t-ratio benchmarks better differentiate the statistical significance of factors, in Figure 3 we mark the t-ratios of a few prominent factors. Among these factors, HML, MOM, DCG, SRV and MRT are significant across all types of t-ratio adjustments, EP, LIQ and CVOL are sometimes significant and the rest are never significant.
sr. member
Activity: 378
Merit: 254

"Despite the positive evidence on the profitability of technical trading strategies, it appears that most empirical studies are subject to various problems in their testing procedures, e.g., data snooping, ex post selection of trading rules or search technologies, and difficulties in estimation of risk and transaction costs. Future research must address these deficiencies in testing in order to provide conclusive evidence on the profitability of technical trading strategies."

TL;DR:


Lol, BTCtrader71 beat me to it Cheesy
full member
Activity: 210
Merit: 100
[incoherent rambling about EMH and markets]

Here, have my canned response for cases like this:


Your canned response always includes an insult too?  How thoughtful (Not).

Although I doubt you will understand it, here is a paper [1] you should read and ask some grownups what it means.

Good luck with your market crystal ball gazing.  I expected to see a plea for donations for your so-called research, but happily I did not see you stoop that low.

TonyT

[1]
http://www.nber.org/papers/w20592

Hundreds of papers and hundreds of factors attempt to explain the cross-section of expected returns. Given this extensive data mining, it does not make any economic or statistical sense to use the usual significance criteria for a newly discovered factor, e.g., a t-ratio greater than 2.0. However, what hurdle should be used for current research? Our paper introduces a multiple testing framework and provides a time series of historical significance cutoffs from the first empirical tests in 1967 to today. Our new method allows for correlation among the tests as well as missing data. We also project forward 20 years assuming the rate of factor production remains similar to the experience of the last few years. The estimation of our model suggests that a newly discovered factor needs to clear a much higher hurdle, with a t-ratio greater than 3.0. Echoing a recent disturbing conclusion in the medical literature, we argue that most claimed research findings in financial economics are likely false.
full member
Activity: 210
Merit: 100
This is a truly great thread, it really seems that your lazy whale method works Oda!

I think I might try following it from now on, which will be a first for me in midterm trading.

So as a rookie I really have ro ask:how do you whales do it when your position is usd? Do you just keep the fiat in the exchanges? After MtGox I feel uneasy leaving even my smal amounts hanging around...


Thanks Smiley Please keep in mind that the real test of the method will be the future signals. Backtesting results look promising, but as pointed out by others in here and me as well, it's not possible to rule out entirely that they're mostly the result of curve fitting.

Can we publicly ridicule you now, unicorn?  LOL u r lookin for the mythical chart to describe the future of BTC.  If the BTC market is fair, then by definition there is no way to predict it, according to the EMH (Efficient Market Hypothesis).  If it's not fair, as you imply, and the whales are manipulating it, then it is predictable.  Has anybody looked at the trading volume to see if there are whales that dump shares (or buy back) during the red/green portions of the curve?  Keep in mind volume always increases when there is a price jump or fall, so you must parse the data to see if whales are trading, not just volume.  There was a whale ("BearWhale") a few weeks ago trading bitcoin but I don't see it had a big effect on price.
legendary
Activity: 1176
Merit: 1010
Borsche
or 0 BTC and 0 USD if traded at mtGox

That is what's great about long term speculation comparing to daily trading - you don't have to keep the money around, one day won't make much difference.
legendary
Activity: 1470
Merit: 1007
This is a truly great thread, it really seems that your lazy whale method works Oda!

I think I might try following it from now on, which will be a first for me in midterm trading.

So as a rookie I really have ro ask:how do you whales do it when your position is usd? Do you just keep the fiat in the exchanges? After MtGox I feel uneasy leaving even my smal amounts hanging around...


Thanks :) Please keep in mind that the real test of the method will be the future signals. Backtesting results look promising, but as pointed out by others in here and me as well, it's not possible to rule out entirely that they're mostly the result of curve fitting.

Re: 'where to keep your USD'. I'm not a whale myself, but I'll answer anyway :) I do feel reasonably secure keeping a non-trivial USD position on Bitstamp for an extended time. They strike me as slightly "bland" exchange perhaps (no margin trading, not ideal for bot traders, intrusive KYC/AML procedure), but as a consequence of that, they seem comparably secure as well to me. Also, never had any trouble or delays with withdrawals (USD or BTC), so I'm willing to take that risk for now and keep my USD on their account. That said, I only trade with a /portion/ of my BTC position - so, if things go terribly wrong on the exchange side, I won't be down entirely.
hero member
Activity: 490
Merit: 500
This is a truly great thread, it really seems that your lazy whale method works Oda!

I think I might try following it from now on, which will be a first for me in midterm trading.

So as a rookie I really have ro ask:how do you whales do it when your position is usd? Do you just keep the fiat in the exchanges? After MtGox I feel uneasy leaving even my smal amounts hanging around...
legendary
Activity: 2044
Merit: 1005
New version (V3.2). Updated to include (rather "lax") stop loss triggers. I backtested a range of stop percentages to make sure they don't interfere with the signals (and corresponding trades) in the past. The point was not to optimize historical profit further (which would be cheating imo), but adding a level of safety to the output of the method. Exact percentage values at which stops are set changes, but roughly, around 10%, 15%.

Suggested position still USD. Here's an updated view, with the approximate area in which either a buy signal is triggered (green), or a change to a buy signal becomes unlikely in the short to mid term (red).



Just to screw with people I bet it goes green then red right after lol... but lets see...
member
Activity: 116
Merit: 10
Go on, cross ya bugger, dare you, double dare you!!!

legendary
Activity: 1470
Merit: 1007
New version (V3.2). Updated to include (rather "lax") stop loss triggers. I backtested a range of stop percentages to make sure they don't interfere with the signals (and corresponding trades) in the past. The point was not to optimize historical profit further (which would be cheating imo), but adding a level of safety to the output of the method. Exact percentage values at which stops are set changes, but roughly, around 10%, 15%.

Suggested position still USD. Here's an updated view, with the approximate area in which either a buy signal is triggered (green), or a change to a buy signal becomes unlikely in the short to mid term (red).

sr. member
Activity: 378
Merit: 254
...
I'll test it on other charts / markets as soon as I have time. Right now, I want to add one small feature, a "built in" mildly volatility adjusted stop loss, and see how it performs over the history with that built in stop compared to the current stop free version.


legendary
Activity: 1470
Merit: 1007
Yea thats what Iguessed happened.. but i think it only does this after making a new high right? There were cases where the same thing happened but before a new high was made and didnt trigger a sell signal... maybe you have a holly grail but I think pa is always changing especially since bigger traders are jumping on. But I agree that it makes sense on a bullish mindset howver Ithink something like a 200/50 ma on the daily should also do the trick in that case. I think next run up may shake ppl out by making similar tops but continuing up again without pull backs so it wil break patterns because we had 2 serious bears during this last run up so far.

I didnt mean curve fitting I meant repainting which happens to change signals over time as they hapoen in real time but look like they picked tops and bottoms in hindsight. I saw lots of these from ppl trying to sell bots online for forex strategies but they were based on repainting indicators... just want to make sure this isnt happening for you as it might get your hopes up.. hopefully once a signal is given it sticks.

I'm still trying to figure out what the 'repainting' problem is that could apply here? Genuinely interested in learning something, hope you don't mind my persistence.

Quick Google suggests that 'repainting' is what happens if an indicator that relies on close price input seems to yield a signal, but loses it upon getting the actual input close value. That what you had in mind? If so, not really an issue here, I'm using 6h close and a signal is only counted after a finished close value.

That said, a 'whipsawing' signal is always a possibility of course. Didn't really happen in my backtest, and I suspect that because of the longer trend scale I'm using, it's also less likely to happen than in, say, a method that yields hourly signals, but in principle that could happen.

So on a close the signal will never change its value? What I mean is that if the signal is based on the previous number of bars on average then it may change signals if the average changes enough the past few bars. Usually this is the case where you rely on a larger timeframe to make a signal on a shorter timeframe chart... but if the larger time frame closes (6h) and the signal does not change thereafter at any time then I'd say its not repainting, I'd even try the indicator on other charts to test.

Think I understand it now. Most trends used in the signal are long term enough that this doesn't appear to happen easily, and I'm using a threshold that probably reduces the likelihood for it happening further.

I'll test it on other charts / markets as soon as I have time. Right now, I want to add one small feature, a "built in" mildly volatility adjusted stop loss, and see how it performs over the history with that built in stop compared to the current stop free version.
hero member
Activity: 742
Merit: 500
So if you added current btc price to your technique I am sure you'd be loosing money like everyone else trading bitcoin.
legendary
Activity: 1414
Merit: 1000


Almost got it right, champ.


12 USD (= 1 BTC) invested in October 2012, i.e. 2 years ago.

Current account:

b&h: 1 BTC. USD account value ~=380 USD at current price.

alg.: 1,400 USD. BTC value ~= 3.7 BTC at current price.

or 0 BTC and 0 USD if traded at mtGox
legendary
Activity: 1260
Merit: 1000
World Class Cryptonaire
This is hilarious... I love how everyone has to keep referring to bitcoin's past performance
GLTA

I originally thought this fewcoins account was another falllling shill account, but there are some subtle differences.
sr. member
Activity: 364
Merit: 250
You are right.  Let's discuss its future performance.  Let me get my crystal ball.
full member
Activity: 126
Merit: 100
This is hilarious... I love how everyone has to keep referring to bitcoin's past performance
GLTA
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