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MLP BLOG
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MGM Predicted vs Real Quotations (Google Colab): F1 Scores/Confusion Matrix Using Sklearn
Each frequency bin is treated as coordinate feature, then, the hyperplane has as many dimensions as classes are.
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1 May 20231 dakikada okunur
2 görüntüleme
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The Accuracy of Splines Overtime - 3D Time-Series Approach Part III: Mastering The Math Matters
In the prior post it was proven that, as a stochastic variable, a stock quote is impossible to be predicted using regression. It is based on
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18 Mar 20233 dakikada okunur
1 görüntüleme
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Hidden Outcomes Revealed: Europe Confirms Profitability of LATAM, All¹ ETFs in Europe, 31/10/2023
According to LP, none of the expected returns from the ETFs in Europe is significantly different from the others, it means that the differen
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27 Şub 20235 dakikada okunur
3 görüntüleme
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Hidden Outcomes Revealed: LATAM Countries Skip Bear Market and Keep Profitable, 31/10/2022
All but Bootsim methodology showed that the SR has shifted upwards in contrast to what had happened in USA and Europe where the market...
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3 Şub 20235 dakikada okunur
4 görüntüleme
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All ETFs¹ in Europe: Above Zero Probabilities and Maximum Likelihood Returns 01/08/2022
Maximum likelihood return, probability return above zero, price difference distribution for all ETF in Europe.
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30 Oca 20231 dakikada okunur
2 görüntüleme
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Hidden Outcomes Revealed: Bear Market Confirmed Also in Europe, All¹ ETFs in Europe, 01/08/2022
LP and Bootlp recommend XSMC.SW in big proportion, this is the ETF that fully replicates the Solactive Swiss Large Cap index from Switzerlan
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27 Oca 20235 dakikada okunur
3 görüntüleme
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Hidden Outcomes Revealed: To Invest Across Sectors is not Enough, All¹ ETFs in Europe, 20/12/2021
According to LP, none of the expected returns from the ETFs in Europe is significantly different from the others, it means that the differen
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14 Oca 20235 dakikada okunur
3 görüntüleme
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TOP95 ETFs in USA: Above Zero Probabilities and Maximum Likelihood Returns 31/10/2022
Probability of positive return, maximum likelihood return, markov chain projections, accumulative and single probability univariate splines
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22 Ara 20221 dakikada okunur
2 görüntüleme
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TOP10 ETFs in USA: Above Zero Probabilities and Maximum Likelihood Returns 31/10/2022
Find out what are the odds of earning/loosing money for the coming weeks on the TOP10 traded ETFs in USA.
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11 Ara 20221 dakikada okunur
1 görüntüleme
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LATAM ETFs Traded in USA: Above Zero Probabilities and Maximum Likelihood Returns 01/08/2022
LATAM ETFs traded in USA offer zero diversification options. A groundbraking methodology helps investors and speculators to decide which one
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8 Kas 20221 dakikada okunur
1 görüntüleme
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TOP95 ETFs in USA: Above Zero Probabilities and Maximum Likelihood Returns 01/08/2022
Top 95 traded ETFs in USA. Probabilities of positive return, return with maximum likelihood, splines, interactive graphs with projections, a
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8 Kas 20221 dakikada okunur
1 görüntüleme
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TOP10 ETFs in USA: Above Zero Probabilities and Maximum Likelihood Returns 01/08/2022
Top10 ETFs USA comprehensive report with expected returns, their probabilties, return with maximum likelihood, probability of positive...
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26 Eki 20221 dakikada okunur
0 görüntüleme
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ML Perspective Predicts with Over 80%¹ Accuracy 1.800 Weekly Quotes between 21/12/2021-25/04/2022
Breakthroughs:
Not a regression problem anymore but categorical.
Not focus on quotes but on quote changes (delta price).
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10 Ağu 20221 dakikada okunur
5 görüntüleme
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The Accuracy of Splines Overtime - 3D Time-Series Approach - Top10 Traded ETFs USA 25/04/2022
Time-series can be usefull as long as they are applied correctly and that's why the focus of ML Perspective was to renew it with the...
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19 Tem 20222 dakikada okunur
10 görüntüleme
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New Approach to Publish Stock Quotes (Non Time-Series Method) - Top10 Traded ETFs USA until 25/04/22
As have always been discussed here, the traditional time-series approach does not correctly communicate the apparently stochastic behavior o
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13 Tem 20222 dakikada okunur
7 görüntüleme
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The Weird Behavior of Price Projections, Top10 Most Traded ETFs in USA, 21/12/2021-15/03/2022
Check out how the pattern of price projections differ within ETFs. Hidden behaviors come to light when the right features are used.
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4 May 20221 dakikada okunur
9 görüntüleme
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Ad. Stats. & MC Proj.: Top100 Most Traded ETFs in USA, LP/Bootstrapping/Simulation, Date: 12/21/2021
While with LP the HSD test found that 119 pairs were significantly different, bootstrapping found 1150, again, the df demonstrated its impor
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15 Nis 20225 dakikada okunur
11 görüntüleme
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Return (▲Price), Likelihood & Probabilities: Top10 Traded ETFs in USA from 21/12/2021 to 29/03/2022.
In conclusion, as in a prior post it was demonstrated that there is not significant difference between the return and risk of the Top10 trad
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23 Mar 20223 dakikada okunur
9 görüntüleme
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Markov Chain Proj.: Return (▲Price) with Highest & Above Zero Probabilities, SQQQ, 21/12/2021
The graph at the beginning of this post corresponds to the univariate spline that will alow the user to find out what is the return (▲Price)
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2 Mar 20224 dakikada okunur
20 görüntüleme
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LP: Adv. Statistics & Markov Chain Projection for the 10 Most Traded ETFs in USA, FREE (12/21/2021)
The Top10 traded ETFs in USA are compounded by SQQQ, SPY, XLF, QQQ, UVXY, TQQQ, VXX, EEM, IWM, and XLE.
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2 Şub 20224 dakikada okunur
13 görüntüleme
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