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Topic: Stephen Reed's Million Dollar Logistic Model - page 24. (Read 123190 times)

hero member
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Stephen Reed
Leadership from Bitcoin, innovation from the Altcoins. I wonder what consolidation among coins will look like? I hope enthusiasts discover methods of gracefully merging those deserving more than abandonment. Nothing sadder than pulling up a QT wallet and finding no peers.

Interesting points indeed. New altcoin promoters should give some assurances that sufficient long term mining rigs will be dedicated to at least one pool mining that coin,
hero member
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Merit: 501
Quote
Posted by SlipperySlope: When bitcoin prices eventually explosively rally again as suggested by the logistic model trendline, it is very likely that the most-popular-at-the-time scrypt-based coins will exceed the price acceleration of bitcoin, i.e. have a higher beta.

These younger coins are at an earlier point on their own unique S curve, mirroring Bitcoin from perhaps 2010. Their price movements come as less of a surprise as Bitcoin blazes the pricing trail. Looking at Litecoin which has been around for as long as any other alt coin, price has retreated (23 todays avg) from the high (42 apx high) almost 50%. Bitcoin appears to be settling about 25% down from the high near 1200's.

I believe mining the alt coins is beneficial to Bitcoin and welcome the alt coins in fact. DOGE coin has introduced thousands of new users who can learn and experience cryptocurrency with little to no risk.

Leadership from Bitcoin, innovation from the Altcoins. I wonder what consolidation among coins will look like? I hope enthusiasts discover methods of gracefully merging those deserving more than abandonment. Nothing sadder than pulling up a QT wallet and finding no peers.
hero member
Activity: 686
Merit: 501
Stephen Reed
The Joy of Mining

The emergence of scrypt-based coins, popularized by Litecoin, has made it profitable to again earn bitcoin on my dusted-off graphic card mining rigs. I am running three rigs with a total of six 5770 cards. The operating system is Ubuntu, I run cgminer 3.7.2 and achieve about 144 KHs per card. The conversion to bitcoin is handled automatically by the pool software which heuristically chooses among various exchange-traded crypto currency coins and mines a particular network until it becomes unprofitable to mine when compared to other candidate crypto currency coins. I use TradeMyBit as its operator posts frequently on the pool forum. It is an easy upgrade from the obsolete 5770 cards to expensive but currently in stock R9 280x cards. My first one is on its way - yay!

The coinwarz web site gives a great profit calculation of daily dollar profit on each ranked crypto currency coin given hashing power and price of power. When I input the figures for a single R9 280x card, 700 MHs and 250 watts respectively, the projected Revenue / Profit (per day) for my local power usage is projected to be $15.24 / $14.54 for Tagcoin at rank number one, and  $8.70 / $8.00 for Neocoin ranked five. The actual profit is lower, chiefly due to fees and the effects of periodic coin network switching that result in stale shares and rejects.

When bitcoin prices eventually explosively rally again as suggested by the logistic model trendline, it is very likely that the most-popular-at-the-time scrypt-based coins will exceed the price acceleration of bitcoin, i.e. have a higher beta. I look forward to manually selecting coins to mine from TMB at that time for postponed exchange into bitcoin.


legendary
Activity: 1596
Merit: 1030
Sine secretum non libertas
full member
Activity: 233
Merit: 101
I like this thread because it suggests a good way to estimate when the logistic curve tips over, i.e. a parametric model.

My impression is that roughly 30% of mined coin get sold.  That number will go up as the price curve inflection becomes obvious, and tend to 100% in the limit.  Suppose it is 50% at the inflection.
The long-term value will be stable when the issuance equals the organic growth of the economy.   The bitcoin economy is some percentage of the total human economy.

G = global GDP, ~42tln USD2012 / an.

E_btc = P_btc * Q_btc = P_btc/tot * E_tot = G * r_growth^n_years  for an exponentially growing global economy.

M_btc = P_btc * Q_btc / V_btc

E_btc(y_i+1) - E_btc(y_i) = I_btc * M_btc * N_btc =  P_btc/total * G * (exp((y_i+1-y_0)*ln(r_growth))  - exp((y_i-y_0)*ln(r_growth)))

I_btc = delta(E_btc,i,i+1)/(M_btc*N_btc)

THEREFORE

Price stability occurs when the annual block reward reaches P_btc:total * G * r * (r - 1) / M_btc * N_btc

Now we have enough data to fit a logistic, except for one thing:  We don't have a good estimator of P_btc:total, the proportion of the human economy denominated in BTC, at the equilibrium time.

Well, that and the exponential growth of the underlying economy is probably not a good axiom going forward.  But at least it is enough to model the scenario topology parametrically, and find the catastrophe lines.


Nice work, I like your reasoning.

I love this forum.

+1
full member
Activity: 142
Merit: 252
I like this thread because it suggests a good way to estimate when the logistic curve tips over, i.e. a parametric model.

My impression is that roughly 30% of mined coin get sold.  That number will go up as the price curve inflection becomes obvious, and tend to 100% in the limit.  Suppose it is 50% at the inflection.
The long-term value will be stable when the issuance equals the organic growth of the economy.   The bitcoin economy is some percentage of the total human economy.

G = global GDP, ~42tln USD2012 / an.

E_btc = P_btc * Q_btc = P_btc/tot * E_tot = G * r_growth^n_years  for an exponentially growing global economy.

M_btc = P_btc * Q_btc / V_btc

E_btc(y_i+1) - E_btc(y_i) = I_btc * M_btc * N_btc =  P_btc/total * G * (exp((y_i+1-y_0)*ln(r_growth))  - exp((y_i-y_0)*ln(r_growth)))

I_btc = delta(E_btc,i,i+1)/(M_btc*N_btc)

THEREFORE

Price stability occurs when the annual block reward reaches P_btc:total * G * r * (r - 1) / M_btc * N_btc

Now we have enough data to fit a logistic, except for one thing:  We don't have a good estimator of P_btc:total, the proportion of the human economy denominated in BTC, at the equilibrium time.

Well, that and the exponential growth of the underlying economy is probably not a good axiom going forward.  But at least it is enough to model the scenario topology parametrically, and find the catastrophe lines.


Nice work, I like your reasoning.

I love this forum.
member
Activity: 60
Merit: 10
Not included are all the efficiencies Bitcoin will introduce into the economy if it goes mainstream. A fully internationalized, frictionless division of labor will be an incredible boon to the economy. And there's so much more. I think a price target of $100 million, conservatively, is more realistic.

If Bitcoin goes big, it pretty much has to go whole hog. We are witnessing nothing less than a global transition from physical goods and trust-based money to an unimpeachable universal asset ledger. Anything else will look archaic by comparison, and the value added to the economy in the next 10 years will blow even these first 20 years of the modern Internet out of the water.


100 million dollars per bitcoin is ridiculous, in my opinion. Given that there are 10,000 people with over 100 bitcoins, there would be 10,000 people worth over 10 billion dollars. Today, there are only 1,500 people in the world worth one billion dollars or more.

In 1982 there were only 12 billionaires.   In 2000 there were about 300.   And now 1,500.   So in 2025 maybe 10,000+ billionaires.  Smiley
legendary
Activity: 3920
Merit: 2349
Eadem mutata resurgo
I like this thread because it suggests a good way to estimate when the logistic curve tips over, i.e. a parametric model.

My impression is that roughly 30% of mined coin get sold.  That number will go up as the price curve inflection becomes obvious, and tend to 100% in the limit.  Suppose it is 50% at the inflection.
The long-term value will be stable when the issuance equals the organic growth of the economy.   The bitcoin economy is some percentage of the total human economy.

G = global GDP, ~42tln USD2012 / an.

E_btc = P_btc * Q_btc = P_btc/tot * E_tot = G * r_growth^n_years  for an exponentially growing global economy.

M_btc = P_btc * Q_btc / V_btc

E_btc(y_i+1) - E_btc(y_i) = I_btc * M_btc * N_btc =  P_btc/total * G * (exp((y_i+1-y_0)*ln(r_growth))  - exp((y_i-y_0)*ln(r_growth)))

I_btc = delta(E_btc,i,i+1)/(M_btc*N_btc)

THEREFORE

Price stability occurs when the annual block reward reaches P_btc:total * G * r * (r - 1) / M_btc * N_btc

Now we have enough data to fit a logistic, except for one thing:  We don't have a good estimator of P_btc:total, the proportion of the human economy denominated in BTC, at the equilibrium time.

Well, that and the exponential growth of the underlying economy is probably not a good axiom going forward.  But at least it is enough to model the scenario topology parametrically, and find the catastrophe lines.


Nice work, I like your reasoning.
hero member
Activity: 503
Merit: 501
Wiki'd it so I thought I'd share  Smiley

"parametric model"

can be described using a finite number of parameters. These parameters are usually collected together to form a single k-dimensional parameter vector θ = (θ1, θ2, …, θk).

The big picture using what we best know.
sr. member
Activity: 407
Merit: 250
You might want to present some evidence for that. The total cost of mining 1 BTC will approach 1 BTC, but you can't just expect us to assume that the majority of that cost will be for electricity.


Sure, the electricity will be the limiting factor, or better to say, total running costs, which include hosting costs, your time, whatever.  As opposed to your hardware costs which you have to pay up-front.

Now the question is, once you have it running, at what point do you turn your mining operation off?  You turn it off when your running costs become higher than your rewards.  This is true no matter what you paid for your hardware.

Then you can argue that people will simply not buy more hardware if your running costs are high.  Ok, we have to look at the endgame.  Say, we got to the point where difficulty is not increasing anymore.  Let say that at this point your running costs are at 51%.  Do you buy your money printing machine that takes $51 of electricity and turns it into a $100 worth of Bitcoins?  Sure, if you can pay your investment in some reasonable time, like 1 year, or 3 years.  Business that can turn profit after only one year is still a incredibly profitable one. 

After initial research and development costs, mass producing chips is fcking cheap.  Today's mining hardware is expensive because it can be.  From this thread https://bitcointalksearch.org/topic/finally-a-correct-endgame-difficulty-calculator-295270 Puppet estimated that a $36 chip uses $270 of power per year (at 0.12 $/kWH).  So, at 51%, this chips can pay for itself in less than two months.

If a $36 chip uses almost 10 times its cost in electricity per year, it is kind of obvious that the cost of electricity, and not your hardware costs will be the limiting factor.  And even if it costs $270, we are exactly at break-even point after one year, at 50% profitability.  So, it is safe to say that, yes, electricity will be the majority of your costs.




legendary
Activity: 1596
Merit: 1030
Sine secretum non libertas
I like this thread because it suggests a good way to estimate when the logistic curve tips over, i.e. a parametric model.

My impression is that roughly 30% of mined coin get sold.  That number will go up as the price curve inflection becomes obvious, and tend to 100% in the limit.  Suppose it is 50% at the inflection.
The long-term value will be stable when the issuance equals the organic growth of the economy.   The bitcoin economy is some percentage of the total human economy.

G = global GDP, ~42tln USD2012 / an.

E_btc = P_btc * Q_btc = P_btc/tot * E_tot = G * r_growth^n_years  for an exponentially growing global economy.

M_btc = P_btc * Q_btc / V_btc

E_btc(y_i+1) - E_btc(y_i) = I_btc * M_btc * N_btc =  P_btc/total * G * (exp((y_i+1-y_0)*ln(r_growth))  - exp((y_i-y_0)*ln(r_growth)))

I_btc = delta(E_btc,i,i+1)/(M_btc*N_btc)

THEREFORE

Price stability occurs when the annual block reward reaches P_btc:total * G * r * (r - 1) / M_btc * N_btc

Now we have enough data to fit a logistic, except for one thing:  We don't have a good estimator of P_btc:total, the proportion of the human economy denominated in BTC, at the equilibrium time.

Well, that and the exponential growth of the underlying economy is probably not a good axiom going forward.  But at least it is enough to model the scenario topology parametrically, and find the catastrophe lines.


 
sr. member
Activity: 407
Merit: 250
And my estimates of Bitcoin network energy consumption are for the period after the halving.  I don't know how could you miss this, since I put all three periods in:

--->
If miners decide to sell all their mined Bitcoins, (or 50%), this is how much daily fresh money is needed on the exchanges for the price to be stable:

2014-2016 :   $3.6 billion ($1.8 billion if 50% sold)
2017-2020:   $1.8 billion ($0.9 billion)
2021-2024:   $0.9 billion ($.45 billion)
etc.
<---

Better double check your math. We've already had one reward halving, taking the block reward from 50 BTC to 25. The next one will take it from 25 to 12.5. If the price were $1M per coin right now, there would be $3.6B worth of coins generated per day.


Ok, let me double check that.  Checking... Checking... Yup, the line that starts with 2014 still shows $3.6 billion.  Smiley


member
Activity: 77
Merit: 13
And my estimates of Bitcoin network energy consumption are for the period after the halving.  I don't know how could you miss this, since I put all three periods in:

--->
If miners decide to sell all their mined Bitcoins, (or 50%), this is how much daily fresh money is needed on the exchanges for the price to be stable:

2014-2016 :   $3.6 billion ($1.8 billion if 50% sold)
2017-2020:   $1.8 billion ($0.9 billion)
2021-2024:   $0.9 billion ($.45 billion)
etc.
<---

Better double check your math. We've already had one reward halving, taking the block reward from 50 BTC to 25. The next one will take it from 25 to 12.5. If the price were $1M per coin right now, there would be $3.6B worth of coins generated per day.

Quote
Quote
Quote
Bitcoin miners would have incentives to spend up to $1.8 billion dollars, daily, on their non-free running costs, of which the major part would be electricity.

If you were to purchase and run one of those for a year, the power cost for the Blade would be 17.2% of your total cost. For the Cube, it would be 24.16%.

And that is exactly why we see such huge increases in difficulty.  

Want to know when the increases in difficulty will stop?  When power costs of generating one BTC get close to one BTC.  In other words, in the situation when most of the block awards get used on paying electricity bills.

You might want to present some evidence for that. The total cost of mining 1 BTC will approach 1 BTC, but you can't just expect us to assume that the majority of that cost will be for electricity.
sr. member
Activity: 407
Merit: 250
You're assuming that mining hardware is free, takes up no space, requires no labor to set up or maintain, and that mining operations have no profit margin. You're also assuming that the next block reward halving won't happen early, and that the price will reach $1M before then.

Take a look at this picture: https://bitcointalksearch.org/topic/m.3910508

You can see that it shows one million dollars in 2017.  So, it was OPs assumption.  I'm just trying to show how ridiculous that would be.

Current estimates put the next halving at September 2016. By the OP's chart, the price would be around $400k.

And my estimates of Bitcoin network energy consumption are for the period after the halving.  I don't know how could you miss this, since I put all three periods in:

--->
If miners decide to sell all their mined Bitcoins, (or 50%), this is how much daily fresh money is needed on the exchanges for the price to be stable:

2014-2016 :   $3.6 billion ($1.8 billion if 50% sold)
2017-2020:   $1.8 billion ($0.9 billion)
2021-2024:   $0.9 billion ($.45 billion)
etc.
<---






Quote
Bitcoin miners would have incentives to spend up to $1.8 billion dollars, daily, on their non-free running costs, of which the major part would be electricity.

If you were to purchase and run one of those for a year, the power cost for the Blade would be 17.2% of your total cost. For the Cube, it would be 24.16%.

And that is exactly why we see such huge increases in difficulty.   

Want to know when the increases in difficulty will stop?  When power costs of generating one BTC get close to one BTC.  In other words, in the situation when most of the block awards get used on paying electricity bills.


full member
Activity: 238
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*If* every newly mined coin were immediately sold then the exchange rate won't be as high as if they are held instead.

*If* the Bitcoin exchange rate runs up to $1,000,000/BTC then I sincerely doubt a significant fraction of newly minted coins are being sold at that time.

Can we measure the proportion of newly minted coins being moved through an exchange?

Thanks for pointing that out. Trade Volume vs Transaction Volume Ratio @ https://blockchain.info/charts/tx-trade-ratio is something I'm going to start watching.

A detailed explanation here: http://codinginmysleep.com/measuring-bitcoin-speculation/ which I've only given aa quick read.

That might help?

Newly minted coins would likely be originating from the large mining pools but they change those addresses. Receiving addresses of miners are less likely to change and probably exhibit specific behaviors that might help to quickly identify the pool addresses.

I agree, especially when the hashing power race is mature, the more Bitcoins are worth, the more likely people want to hold them.

A bit off topic, but his site has many interesting statistics not tracked anywhere else: http://www.bitcoinpulse.com/



Excellent collection of data for measuring Bitcoin economy fundamentals, however it is worth point out that the Blockchain info - trade to transaction volume only measures USD volume. You should also take into account that the China volume went from a small fraction to double the US volume over the last 6 months.
member
Activity: 77
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You're assuming that mining hardware is free, takes up no space, requires no labor to set up or maintain, and that mining operations have no profit margin. You're also assuming that the next block reward halving won't happen early, and that the price will reach $1M before then.

Take a look at this picture: https://bitcointalksearch.org/topic/m.3910508

You can see that it shows one million dollars in 2017.  So, it was OPs assumption.  I'm just trying to show how ridiculous that would be.

Current estimates put the next halving at September 2016. By the OP's chart, the price would be around $400k.

Quote
Bitcoin miners would have incentives to spend up to $1.8 billion dollars, daily, on their non-free running costs, of which the major part would be electricity.

According to the mining hardware comparison on the bitcoin.it wiki, a Block Erupter Blade costs $350 and draws 83 watts. A Block Erupter Cube costs $550 and draws 200 watts.

Power cost for the Blade:
0.083 kW * 0.10 USD/kWh * 24 hours/day = 0.1992 USD/day * 365 days/year = 72.708 USD/year

Power cost for the Cube:
0.2 kW * 0.10 USD/kWh * 24 hours/day = 0.48 USD/day * 365 days/year = 175.20 USD/year

If you were to purchase and run one of those for a year, the power cost for the Blade would be 17.2% of your total cost. For the Cube, it would be 24.16%.
sr. member
Activity: 407
Merit: 250
You're assuming that mining hardware is free, takes up no space, requires no labor to set up or maintain, and that mining operations have no profit margin. You're also assuming that the next block reward halving won't happen early, and that the price will reach $1M before then.


Take a look at this picture: https://bitcointalksearch.org/topic/m.3910508

You can see that it shows one million dollars in 2017.  So, it was OPs assumption.  I'm just trying to show how ridiculous that would be.  Bitcoin miners would have incentives to spend up to $1.8 billion dollars, daily, on their non-free running costs, of which the major part would be electricity. 

hero member
Activity: 686
Merit: 501
Stephen Reed
Bitcoin mining and electricity consumption at $1 million per bitcoin


You're assuming that mining hardware is free, takes up no space, requires no labor to set up or maintain, and that mining operations have no profit margin. You're also assuming that the next block reward halving won't happen early, and that the price will reach $1M before then.

This too is a very interesting point. Supposing that $1.8 billion is received by miners when and if bitcoin reaches $1 million in say 2017, then there will be a tremendous incentive for miners to compete with each other to receive their daily $1.8 billion.

Assuming a reasonable 90 payback for mining equipment, then 90 x $1.8 billion equals an approximate $162 billion market for mining equipment for the 90 day period when bitcoin is priced at $1 million.

Also assuming that competitive miners spend roughly one-third of their income on electric power, then miners will spend $1.8 / 3 equals $900 hundred thousand daily on power. At say $0.13 per KWh then approximately 7 million KWh will be consumed by miners in a 24 hour period at the rate of approximately 300 megawatts.

A very high amount of power usage but doable.
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So, all the electric power utilities in the world start accepting Bitcoin.  Still, US uses about 2$ billion worth of oil daily, and that is approximately how much energy would Bitcoin network use.  In other words, an ecological catastrophe.


There wouldn't be 1 billion miners.  I mean there are probably over 1 billion credit card users today and it's not "an ecological catastrophe".


That's because all the card processors in the world put together don't use 1 billion dollars worth of electricity, do they?  Which is what would happen to the Bitcoin network, if price rises to 1 million dollars per Bitcoin.


You're assuming that mining hardware is free, takes up no space, requires no labor to set up or maintain, and that mining operations have no profit margin. You're also assuming that the next block reward halving won't happen early, and that the price will reach $1M before then.
legendary
Activity: 3920
Merit: 2349
Eadem mutata resurgo

So, all the electric power utilities in the world start accepting Bitcoin.  Still, US uses about 2$ billion worth of oil daily, and that is approximately how much energy would Bitcoin network use.  In other words, an ecological catastrophe.


There wouldn't be 1 billion miners.  I mean there are probably over 1 billion credit card users today and it's not "an ecological catastrophe".


That's because all the card processors in the world put together don't use 1 billion dollars worth of electricity, do they?  Which is what would happen to the Bitcoin network, if price rises to 1 million dollars per Bitcoin.


 Roll Eyes

sums or you're just full of it ...
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