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 Oca
- 5 dk.
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
- 5 dk.
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
1 görüntüleme0 yorum
Alejandro Romero
- 27 Kas 2022
- 4 dk.
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...
1 görüntüleme0 yorum
Alejandro Romero
- 25 Eyl 2022
- 3 dk.
Free Reading: Advance Statistics for the LATAM ETFs, 01/08/2022
Four methodologies used are: Linear programming (LP), Simulation (Sim), Bootstrapping plus LP (Bootlp), and Bootstrapping plus sim (Bootsim)
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Alejandro Romero
- 8 Eyl 2022
- 4 dk.
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...
4 görüntüleme0 yorum
Alejandro Romero
- 31 Ağu 2022
- 3 dk.
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 2022
- 2 dk.
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...
8 görüntüleme0 yorum
Alejandro Romero
- 13 Tem 2022
- 2 dk.
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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Alejandro Romero
- 4 May 2022
- 1 dk.
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.
7 görüntüleme0 yorum
Alejandro Romero
- 15 Nis 2022
- 5 dk.
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 2022
- 3 dk.
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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Alejandro Romero
- 2 Mar 2022
- 4 dk.
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)
19 görüntüleme0 yorum
Alejandro Romero
- 6 Şub 2022
- 5 dk.
Simulation & Bootstrap: Adv. Stats & Markov Chains for the 10 Most Traded ETFs in USA, 12/21/2021
The Top10 traded ETFs in USA are compounded by SQQQ, SPY, XLF, QQQ, UVXY, TQQQ, VXX, EEM, IWM, and XLE.
7 görüntüleme0 yorum
Alejandro Romero
- 2 Şub 2022
- 4 dk.
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.
10 görüntüleme0 yorum
Alejandro Romero
- 3 Oca 2022
- 4 dk.
LP: Advanced Statistics for the 100 Most Traded ETFs in USA, Date: 12/21/2021
On this first paid-post it is being released the key statistics for the most traded ETFs in the USA. As the securities with the most...
5 görüntüleme0 yorum
Alejandro Romero
- 3 Oca 2022
- 6 dk.
LP: Adv. Statistics & Markov Chain Projection for the 100 Most Traded ETFs in USA, Date: 12/21/2021
On this first paid-post it is being released advanced statistics for the most traded ETFs in the USA. As the securities with the most...
13 görüntüleme0 yorum
Alejandro Romero
- 18 Ara 2021
- 4 dk.
Stock Market Quotes Estimator (Part II)
In part I of the stock market quotes estimator it was explained that even though stock prices are random, the variable ▲Price is not and...
18 görüntüleme0 yorum
Alejandro Romero
- 30 Kas 2021
- 3 dk.
Stock Market Quotes Estimator (Part I)
As its name says it, the stock market quotes estimator is a machine learning program developed to estimate, with a probability, within...
45 görüntüleme0 yorum
Alejandro Romero
- 17 Kas 2021
- 1 dk.
Welcome to ML Perspective Blog
ML Perspective or Machine Learning Perspective is a new way to analyze (leverage) data without the classical constrain to 2D and 3D graphs.
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