The Accuracy of Splines Overtime - 3D Time-Series Approach Part II: The Regression Problem
The two graphs above use a PolynomialFeatures() transformer while the two below use a SplineTransformer() instance, both followed by a Stand
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Alejandro Romero
27 Şub 20235 dakikada okunur
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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Alejandro Romero
3 Şub 20235 dakikada okunur
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...
4 görüntüleme0 yorum
Alejandro Romero
30 Oca 20231 dakikada okunur
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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Alejandro Romero
27 Oca 20235 dakikada okunur
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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Alejandro Romero
14 Oca 20235 dakikada okunur
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
3 görüntüleme0 yorum
Alejandro Romero
22 Ara 20221 dakikada okunur
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
2 görüntüleme0 yorum
Alejandro Romero
15 Ara 20225 dakikada okunur
Hidden Outcomes Revealed: Efficiency Shifts to Niche Markets, TOP95¹ ETFs in USA, 31/10/2022
The bear market brings niche or more specific markets as options to diversification and efficiency. There is an ongoing shift from broad sec
4 görüntüleme0 yorum
Alejandro Romero
11 Ara 20221 dakikada okunur
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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Alejandro Romero
27 Kas 20224 dakikada okunur
Hidden Outcomes Revealed: The Marke Turns Bear. Adv. Stats for the Top10 ETFs in USA, 31/10/2022
According to LP, the hypothesis sustaining that at least one of the expected returns from the Top10 traded ETFs in USA is significant...
3 görüntüleme0 yorum
Alejandro Romero
8 Kas 20221 dakikada okunur
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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Alejandro Romero
8 Kas 20221 dakikada okunur
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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Alejandro Romero
26 Eki 20221 dakikada okunur
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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Alejandro Romero
8 Eyl 20224 dakikada okunur
Hidden Outcomes Revealed: Advance Statistics for the 95¹ Most Traded ETFs in USA, 01/08/2022
According to LP, at least one of the expected returns from the Top95 traded ETFs in USA is significant different from the others...
5 görüntüleme0 yorum
Alejandro Romero
31 Ağu 20223 dakikada okunur
Hidden Outcomes Revealed: Advance Statistics for the 10 Most Traded ETFs in USA, 01/08/2022
As stock quotes are stochastic processes, hidden behaviors will only be revealed as approaches are compared to each other.
2 görüntüleme0 yorum
Alejandro Romero
19 Tem 20222 dakikada okunur
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...
10 görüntüleme0 yorum
Alejandro Romero
4 May 20221 dakikada okunur
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.
9 görüntüleme0 yorum
Alejandro Romero
15 Nis 20225 dakikada okunur
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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Alejandro Romero
23 Mar 20223 dakikada okunur
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
9 görüntüleme0 yorum
Alejandro Romero
2 Mar 20224 dakikada okunur
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)
20 görüntüleme0 yorum
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