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Topic: Wall Observer BTC/USD - Bitcoin price movement tracking & discussion - page 30025. (Read 26709945 times)

legendary
Activity: 1904
Merit: 1037
Trusted Bitcoiner
Sure is slow lately =/

its the calm b4 the storm.

feels like short term trend is reversing, this is a slow process.

i think as long as we don't have any bad news confirmed, things are going to get real interesting, real soon.

hang in there.

sr. member
Activity: 560
Merit: 250
"Trading Platform of The Future!"
Sure is slow lately =/
People always say "Stability is good for adoption and adoption is good for stability"
Also it is stable, so more will adopt, so price goes ↑
legendary
Activity: 1106
Merit: 1007
Hide your women
I really dont like these Winklevossies. It seems they only try to make more money outta other people hard work and with daddy's money. They dont see the interest in bitcoin but only that grabbing 1% of it all would make them richer. They just pretend to be so smart but they just seems to get f**cking second if not last all the time.

ergo Zuckerberg ditched them
ergo Satoshi (and even FBI) got way more BTCs than they can ever dream of
ergo them ETF is far from opening.
ergo i wont consider a single news related to them as they mean nothing. Smiley

You sound jealous.
i sure am. but there is some cause for resentment when, all other things equal, they wouldnt have 1% of BTC if they werent simply born with silver spoons in hand. clearly many smaller holders got in long before them, but have far fewer coins not by virtue of foresight or skill, but by virtue of birth. in that sense, i have far less respect for the twins than i do for many of the smaller fish around since 2010.

Life ain't fair. Get over it. It's pretty unflattering for you to be envious when you yourself are likely to be very lucky in the birth lottery compared to most of Earth's population. Count your blessings. It'll make you a happier person.
full member
Activity: 182
Merit: 100
Sure is slow lately =/
legendary
Activity: 2674
Merit: 2373
1RichyTrEwPYjZSeAYxeiFBNnKC9UjC5k
who's getting bent out of shape? someone mentioned jealousy and i said, yeah i am jealous. Smiley


Jealousy is unhealthy. Switch to envy. Much better.
sr. member
Activity: 252
Merit: 250
i sure am. but there is some cause for resentment when, all other things equal, they wouldnt have 1% of BTC if they werent simply born with silver spoons in hand. clearly many smaller holders got in long before them, but have far fewer coins not by virtue of foresight or skill, but by virtue of birth. in that sense, i have far less respect for the twins than i do for many of the smaller fish around since 2010.

Life ain't fair. No point getting bent out of shape about it.
who's getting bent out of shape? someone mentioned jealousy and i said, yeah i am jealous. Smiley


There are many with far more wealth than the Winklevii with zero bitcoin holdings. Foresight, skill and/or luck certainly have something to do with their choice of holdings. If it was purely about money, then the 1% would have a much larger share of BTC in the market.
i said all other things equal. meaning that those with the same foresight to invest in bitcoin have much smaller holdings by virtue only of the twins being born into wealth.
legendary
Activity: 2674
Merit: 2373
1RichyTrEwPYjZSeAYxeiFBNnKC9UjC5k
i sure am. but there is some cause for resentment when, all other things equal, they wouldnt have 1% of BTC if they werent simply born with silver spoons in hand. clearly many smaller holders got in long before them, but have far fewer coins not by virtue of foresight or skill, but by virtue of birth. in that sense, i have far less respect for the twins than i do for many of the smaller fish around since 2010.

Life ain't fair. No point getting bent out of shape about it.
legendary
Activity: 1442
Merit: 1001
I really dont like these Winklevossies. It seems they only try to make more money outta other people hard work and with daddy's money. They dont see the interest in bitcoin but only that grabbing 1% of it all would make them richer. They just pretend to be so smart but they just seems to get f**cking second if not last all the time.

ergo Zuckerberg ditched them
ergo Satoshi (and even FBI) got way more BTCs than they can ever dream of
ergo them ETF is far from opening.
ergo i wont consider a single news related to them as they mean nothing. Smiley

You sound jealous.
i sure am. but there is some cause for resentment when, all other things equal, they wouldnt have 1% of BTC if they werent simply born with silver spoons in hand. clearly many smaller holders got in long before them, but have far fewer coins not by virtue of foresight or skill, but by virtue of birth. in that sense, i have far less respect for the twins than i do for many of the smaller fish around since 2010.

There are many with far more wealth than the Winklevii with zero bitcoin holdings. Foresight, skill and/or luck certainly have something to do with their choice of holdings. If it was purely about money, then the 1% would have a much larger share of BTC in the market.
legendary
Activity: 1638
Merit: 1001
Quote
For example, I claim that on Feb/22 the price will be between 300 USD and 2200 USD with 95% probability.


I claim that on Feb 22 the price will be:

between $200 and $2300 with 96% probability.
between $100 and $2400 with 97% probabliity.
between $50 and $2500 with 98% probability.
between $0 and $2600 with 99% proability.
more than Dogecoin with 100% probability.

sr. member
Activity: 252
Merit: 250
I really dont like these Winklevossies. It seems they only try to make more money outta other people hard work and with daddy's money. They dont see the interest in bitcoin but only that grabbing 1% of it all would make them richer. They just pretend to be so smart but they just seems to get f**cking second if not last all the time.

ergo Zuckerberg ditched them
ergo Satoshi (and even FBI) got way more BTCs than they can ever dream of
ergo them ETF is far from opening.
ergo i wont consider a single news related to them as they mean nothing. Smiley

You sound jealous.
i sure am. but there is some cause for resentment when, all other things equal, they wouldnt have 1% of BTC if they werent simply born with silver spoons in hand. clearly many smaller holders got in long before them, but have far fewer coins not by virtue of foresight or skill, but by virtue of birth. in that sense, i have far less respect for the twins than i do for many of the smaller fish around since 2010.
sr. member
Activity: 346
Merit: 250
I really dont like these Winklevossies. It seems they only try to make more money outta other people hard work and with daddy's money. They dont see the interest in bitcoin but only that grabbing 1% of it all would make them richer. They just pretend to be so smart but they just seems to get f**cking second if not last all the time.

ergo Zuckerberg ditched them
ergo Satoshi (and even FBI) got way more BTCs than they can ever dream of
ergo them ETF is far from opening.
ergo i wont consider a single news related to them as they mean nothing. Smiley

You sound jealous.

you got me Cheesy
KFR
hero member
Activity: 560
Merit: 500
Per ardua ad luna
Here is my prediction for the coming month:



The plot shows the Bitstamp prices from Nov/2013 to Jan/2014 (purple) and estimated lower and upper bounds for Feb/2014 (green).  I claim that, in any 1-hour interval in the coming month, the Bitstamp price will be within the two green lines above, with 95% probability.

For example, I claim that on Feb/22 the price will be between 300 USD and 2200 USD with 95% probability.

(Note that this is not the same thing as saying that the entire price plot will stay in that region for the whole month with 95% probability.)

This prediction is based on the simple "log Brownian" model that I described a while ago.  Namely, it assumes that the price change from one 1-hour interval to the next, in log scale, is a normal random variable that is independent of the previous history. 

More precisely let P(i) be the weighted mean transaction price in the 1-hourinterval number i.  Let Z(i) be log_10(P(i)). The model assumes that

  Z(i+1) = Z(i) + C*RAND(i)

where the factors RAND(i) are independent random variabls with zero mean, unit deviation, and Gaussian distribution.  Therefore, for any n > 0,

  Z(i+n) = Z(i) + C*sqrt(n)*RAND(i,n)

where factors RAND(i,n) are again random (but not independent) variables with zero mean, unit deviation, and Gaussian distribution.

Analysis of the Bitstamp prices from Sep/2013 to Jan/2014 yields 0.00964 as the best fit for the parameter C.

Since 95% of the probability of the Gaussian distribution is within 2 deviations of the mean, the model implies that, n steps in the future,
the value Z(i+n) will be within the values

  Zmin(i,n) = Z(i) - 2*C*sqrt(n) and
  Zmax(i,n) = Z(i) + 2*C*sqrt(n)

with 95% probability, where Z(i) is the current (last known) price.  The green lines are these two bounds, converted back to linear scale (Pmin(i,n) = 10**Zmin(i,n), etc.)

More specifically, according to the model, at any specific 1-hour interval i+n in the future, the log price Z(i+n) will be

   below Zmin(i,n) with 2.5% probability;
   between Zmin(i,n) and the current price Z(i) with 47.5% probability;
   between the current price Z(i) and Zmax(i,n) with 47.5% probability;
   above Zmax(i,n) with 2.5% probability.

Note that, by this model, the future prices P(i+n) may be on either side of the current price (red line) with equal probability, even though the inverse log mapping yields a much wider range above than below.
 
Of course this model is quite rudimentary and basically useless for traders.  There may be more sophisticated models, but I doubt that they can yield better predictions. 

(The Brownian model is visibly inadequate for small n, since the log price increments from one interval to the next do not have a Gaussian distribution.  As a consequence, the 2*sigma interval Zmin(i,n) to Zmax(i,n) contains somewhat less than 95% of the probability.  However, by the Law of Large Numbers the distribution becomes almost Gaussian after a few hours. )

(before people ask: no, a model with a linear "historical trend" term Z(i+n) = Z(i) + T*n + C*sqrt(n)*RAND(i,n) does not seem appropriate, and its predictions for the next month would not be significantly different.)


Nice work.  Thanks for sharing your method. Smiley
legendary
Activity: 2156
Merit: 1070
I really dont like these Winklevossies. It seems they only try to make more money outta other people hard work and with daddy's money. They dont see the interest in bitcoin but only that grabbing 1% of it all would make them richer. They just pretend to be so smart but they just seems to get f**cking second if not last all the time.

ergo Zuckerberg ditched them
ergo Satoshi (and even FBI) got way more BTCs than they can ever dream of
ergo them ETF is far from opening.
ergo i wont consider a single news related to them as they mean nothing. Smiley

You sound jealous.
legendary
Activity: 1904
Merit: 1002
Here is my prediction for the coming month:



The plot shows the Bitstamp prices from Nov/2013 to Jan/2014 (purple) and estimated lower and upper bounds for Feb/2014 (green).  I claim that, in any 1-hour interval in the coming month, the Bitstamp price will be within the two green lines above, with 95% probability.

For example, I claim that on Feb/22 the price will be between 300 USD and 2200 USD with 95% probability.

(Note that this is not the same thing as saying that the entire price plot will stay in that region for the whole month with 95% probability.)

This prediction is based on the simple "log Brownian" model that I described a while ago.  Namely, it assumes that the price change from one 1-hour interval to the next, in log scale, is a normal random variable that is independent of the previous history.  

More precisely let P(i) be the weighted mean transaction price in the 1-hourinterval number i.  Let Z(i) be log_10(P(i)). The model assumes that

  Z(i+1) = Z(i) + C*RAND(i)

where the factors RAND(i) are independent random variabls with zero mean, unit deviation, and Gaussian distribution.  Therefore, for any n > 0,

  Z(i+n) = Z(i) + C*sqrt(n)*RAND(i,n)

where factors RAND(i,n) are again random (but not independent) variables with zero mean, unit deviation, and Gaussian distribution.

Analysis of the Bitstamp prices from Sep/2013 to Jan/2014 yields 0.00964 as the best fit for the parameter C.

Since 95% of the probability of the Gaussian distribution is within 2 deviations of the mean, the model implies that, n steps in the future,
the value Z(i+n) will be within the values

  Zmin(i,n) = Z(i) - 2*C*sqrt(n) and
  Zmax(i,n) = Z(i) + 2*C*sqrt(n)

with 95% probability, where Z(i) is the current (last known) price.  The green lines are these two bounds, converted back to linear scale (Pmin(i,n) = 10**Zmin(i,n), etc.)

More specifically, according to the model, at any specific 1-hour interval i+n in the future, the log price Z(i+n) will be

   below Zmin(i,n) with 2.5% probability;
   between Zmin(i,n) and the current price Z(i) with 47.5% probability;
   between the current price Z(i) and Zmax(i,n) with 47.5% probability;
   above Zmax(i,n) with 2.5% probability.

Note that, by this model, the future prices P(i+n) may be on either side of the current price (red line) with equal probability, even though the inverse log mapping yields a much wider range above than below.
 
Of course this model is quite rudimentary and basically useless for traders.  There may be more sophisticated models, but I doubt that they can yield better predictions.  

(The Brownian model is visibly inadequate for small n, since the log price increments from one interval to the next do not have a Gaussian distribution.  As a consequence, the 2*sigma interval Zmin(i,n) to Zmax(i,n) contains somewhat less than 95% of the probability.  However, by the Law of Large Numbers the distribution becomes almost Gaussian after a few hours. )

(before people ask: no, a model with a linear "historical trend" term Z(i+n) = Z(i) + T*n + C*sqrt(n)*RAND(i,n) does not seem appropriate, and its predictions for the next month would not be significantly different.)


As the work of Mandelbrot pretty definitively shows[1], you should nearly always include a fat tail on both sides of your distribution.  You can still skew it if you like, but odds are your model will be vastly wrong at some point if you don't have a fat tail on the downside risk.  Tell me, at which point does risk reach 0?

Your methodology is pretty much what has been taught the last 50 years in finance, but since 2008, Mandelbrot's critique and improved models have gotten some attention.  As you can clearly see by being involved with Bitcoin, people are cautions when their assets are involved.  Sometimes this causes clinging to outdated dogma, but you have to fit the model to the data, not the data to the model.

1. http://scholar.google.com/scholar?q=mandelbrot+markets
legendary
Activity: 1092
Merit: 1001
Touchdown
had some fun with charts.

 Tongue

I want expancive coins.
Are they like colored coins? Or something new?
hero member
Activity: 728
Merit: 540
Here is my prediction for the coming month:

It was my understanding that Black–Scholes was the commonly used model ?
donator
Activity: 1736
Merit: 1014
Let's talk governance, lipstick, and pigs.
I really dont like these Winklevossies. It seems they only try to make more money outta other people hard work and with daddy's money. They dont see the interest in bitcoin but only that grabbing 1% of it all would make them richer. They just pretend to be so smart but they just seems to get f**cking second if not last all the time.

ergo Zuckerberg ditched them
ergo Satoshi (and even FBI) got way more BTCs than they can ever dream of
ergo them ETF is far from opening.
ergo i wont consider a single news related to them as they mean nothing. Smiley
Your comment was very helpful to me. I've been constipated for days but was able to use your comment to dislodge the obstruction.  Here, I washed off your comment so you can have it back. Thank you.
member
Activity: 84
Merit: 10


For example, I claim that on Feb/22 the price will be between 300 USD and 2200 USD with 95% probability.



That's a well-thought out argument, but this is a pretty wide price bracket. Plus, people here seem to demand either confirmed bull or confirmed bear. This kind of scope will fry minds Wink
legendary
Activity: 1904
Merit: 1037
Trusted Bitcoiner
had some fun with charts.

 Tongue

I want expancive coins.

unlikely to happen...

if the main triangle breaks up "adam's cheapness indicator" will actually drop toward cheap coins as the  price moves up!
and if the triangle breaks down,  "adam's cheapness indicator" will drop with price
no matter what way you look at it, cheap coins ahead!   Cool
sr. member
Activity: 346
Merit: 250
@JorgeStolfi pretty impressive piece of work there. i think you made quite a point altough a forecast between $300 - 2200 by feb/22 is quite reasonable and easy to apprehend.. but +1 for the demonstration Smiley
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