Analyst/Investor/Trader o' da old school.........da old school o' hard knocks. Like you alls out dere......just seeking Alpha.......... Ma Special interests are...........gold, junior metals,
Da Rock took a look at Silver prices as well using SLV as the proxy.
Well, the results are similar to gold, something that I can't explain here.
Regression testing merely fits a good curve to a scatter plot of data points....why is the best fit a quadratic equation to the 4th order...in other words a square of a square.
Because of the squaring, that is why we are getting the huge rises in the tails...is this foretelling a precious metals peak coming?
Look at the graph below:
Should you readers want to replicate this: 1. Get price data from Yahoo for SLV. 2. Download to Excel. 3. Select the date and price data and insert a scatter plot graph. 4. Add a Trend line and experiment with linear, exponential, polynomial etc. (polynomial give a quadratic equation)
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Just as an aside. An R-squared value of 0.39 denotes that there is an extremely poor fit between the result from the regression study and the data. Silver may do what you say, I sure don't know, but the statistical analysis does not support your conclusion.
I was beginning to thinks that nobody was reading this. It is just too far fetched; and maybe people think I am a crank. Thanks to you, there is intelligent life, that reads instablogs sometimes.
I understand the R2, but that is the best fit, from relationships supplied by Excel, at least to my eye and the R2.
I suppose, as in life, there may be no mathematical relationship that explains everything; maybe only parts of it.......such as 39% part. Or maybe that could be used as a percentage odds; 39 % chance of getting the big tail whipping up.
With my investing, I surely am looking forward to a wild swing up for precious metals such as Gold and Silver.
Gold Luck to you all! HardRock Disclosure: Long GBG.wt.a Great Basin Gold warrants and USA Silver USSIF on the OTC.
I am not arguing with you or being hostile, just so you know where I am coming from. Back in the day, when I did regression analysis, a result like this would have been discarded as it has no practical meaning. I would not bet a dime to say that result means there is a 39% chance of being accurate, because the portion of the curve you are interested in is not constrained by any data.
The problem as I see it is that you are trying to fit a curve to an essentially a range bound data set and extrapolate from there. The best equation to fit the actual data is likely not going to be much more than the boring y=mx+b. That kind of price forecast won't be very exciting.
Part of the problem is that your data set is too small to make the extrapolation you are looking for. What I suggest doing to make your analysis more interesting is test several scenarios for the future, based on realistic assumptions (with regard to historic volatility, inflation, demand, or some magic set of things), and then see how well the real data can correlate to your hypothetical scenarios. Pick the most reasonable and an unreasonable set of assumptions for a future price, and the answer you want will likely lie in between. Regardless, you need more data to extrapolate an exponential curve from a linear data set. Don't forget, however, that as much as you don't want it to happen, there is nothing to say the price has to go up. There may be other ways to look at this, but that is all I have got.
I make no claim to be evidence of intelligent life and object to the implication.
Well, that curve seems to fit the data better, however, I would not be comfortable using it for an investment decision. It would be great if this type of analysis worked, but I can't comment more than I have about its value as a tool for predicting future price movements. My understanding and personal experience with regression analysis was to statistically evaluate how well existing data fit a trend and/or to quantify that a trend existed as opposed to random scatter. Extrapolation past the data set may be possible, but I would prefer to have some sort of basis for that than just the equation. I admit that this is just my own understanding, so I can't say your idea is wrong. Thanks
...can HardRock repeat the curve fit using data points up to present date [18Oct 2010]? I would like to see the same analysis with the last three months prices added - from my non-math perspective, it seems to align fairly well.
Hi, I am also interested in seeing a follow-up of recent data plotted on your previous graphs. I have thought about our discussion recently with gold and silver being higher and the equations you derived. I hope you made some good profit.
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Silver Price Forecast with Huge Tail - HardRock 8 comments
Da Rock took a look at Silver prices as well using SLV as the proxy.

Well, the results are similar to gold, something that I can't explain here.
Regression testing merely fits a good curve to a scatter plot of data points....why is the best fit a quadratic equation to the 4th order...in other words a square of a square.
Because of the squaring, that is why we are getting the huge rises in the tails...is this foretelling a precious metals peak coming?
Look at the graph below:
Should you readers want to replicate this:
1. Get price data from Yahoo for SLV.
2. Download to Excel.
3. Select the date and price data and insert a scatter plot graph.
4. Add a Trend line and experiment with linear, exponential, polynomial etc.
(polynomial give a quadratic equation)
Gold Luck ta yas all!
Hardrock
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I was beginning to thinks that nobody was reading this. It is just too far fetched; and maybe people think I am a crank. Thanks to you, there is intelligent life, that reads instablogs sometimes.
I understand the R2, but that is the best fit, from relationships supplied by Excel, at least to my eye and the R2.
I suppose, as in life, there may be no mathematical relationship that explains everything; maybe only parts of it.......such as 39% part. Or maybe that could be used as a percentage odds; 39 % chance of getting the big tail whipping up.
With my investing, I surely am looking forward to a wild swing up for precious metals such as Gold and Silver.
Gold Luck to you all!
HardRock
Disclosure: Long GBG.wt.a Great Basin Gold warrants and USA Silver USSIF on the OTC.
The problem as I see it is that you are trying to fit a curve to an essentially a range bound data set and extrapolate from there. The best equation to fit the actual data is likely not going to be much more than the boring y=mx+b. That kind of price forecast won't be very exciting.
Part of the problem is that your data set is too small to make the extrapolation you are looking for. What I suggest doing to make your analysis more interesting is test several scenarios for the future, based on realistic assumptions (with regard to historic volatility, inflation, demand, or some magic set of things), and then see how well the real data can correlate to your hypothetical scenarios. Pick the most reasonable and an unreasonable set of assumptions for a future price, and the answer you want will likely lie in between. Regardless, you need more data to extrapolate an exponential curve from a linear data set. Don't forget, however, that as much as you don't want it to happen, there is nothing to say the price has to go up. There may be other ways to look at this, but that is all I have got.
I make no claim to be evidence of intelligent life and object to the implication.
Thanks
Just curious what you might think of regression for Gold Price here:
seekingalpha.com/insta...
This comes with a R-squared of .94.
HardRock
Thanks
I am also interested in seeing a follow-up of recent data plotted on your previous graphs. I have thought about our discussion recently with gold and silver being higher and the equations you derived. I hope you made some good profit.
Yes, I have make a little profit with investing, thinking that Gold and Silver prices should move higher.
Mainly, I have invested in Great Basin Gold (GBG.wt &GBG) and US Silver Corp (USSIF). Yes they have both gone up!
See my latest chart prompted by you folks:
seekingalpha.com/insta...
HardRock
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Great Basin Gold - first pour at Burnstone today! http://tinyurl.com/37d43qd
Nov 2, 2010
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Da Rock in perusing this chart comes out with further fantastic forecast: $50 Silver by year end 2010! http://seekingalpha.com/p/29sd
Oct 29, 2010
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Great Basin Gold - GBG is making nice price moves with their mill commissioning. See: http://bit.ly/dzFz1M
Oct 13, 2010
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