TOP95¹ ETFs in USA, 16/01/2023: Clean Energy Sector Loses Investors
The Clean Energy ETF, ICLN, was one of the main candidates in prior periods when seeking efficiency (bootlp method). For the current one it
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MLP BLOG
GET UP TO DATE WİTH A NEW PERSPECTİVE ON MACHİNE LEARNİNG AND DATA SCİENCE
Ara
Alejandro Romero
- 2 May
- 3 dk.
The Hyperspace is not Always Euclidean: Study of f1 Score with Sklearn Metrics - Part I
...this sparse matrix that contains all classes with the most influence, is compared against the 'y_true' that needs also to be...
1 görüntüleme0 yorum
Alejandro Romero
- 1 May
- 1 dk.
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.
0 görüntüleme0 yorum
Alejandro Romero
- 11 Nis
- 5 dk.
All¹ ETFs in Europe, 16/01/2023: Profitability Towards Nordic Countries Confirmed
Regarding variance, the same two pairs that did differ from each other in the prior period keep such characteristic: BTP10.MI:3BAL.MI and SU
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Alejandro Romero
- 29 Mar
- 6 dk.
Top10 ETFs in USA, 16/01/2023: Flat Market but Profitability shifts to Technology and Energy Sectors
Basically, the anova outputs an F stat of 2,33 with a critic value of 1,88 and rejects the Ho; however, as the HSD showed, this is a case of
1 görüntüleme0 yorum
Alejandro Romero
- 1 Mar
- 2 dk.
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
2 görüntüleme0 yorum
Alejandro Romero
- 27 Şub
- 5 dk.
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
- 30 Oca
- 1 dk.
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.
0 görüntüleme0 yorum
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
- 22 Ara 2022
- 1 dk.
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
1 görüntüleme0 yorum
Alejandro Romero
- 15 Ara 2022
- 5 dk.
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
1 görüntüleme0 yorum
Alejandro Romero
- 11 Ara 2022
- 1 dk.
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.
0 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
- 8 Kas 2022
- 1 dk.
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
0 görüntüleme0 yorum
Alejandro Romero
- 26 Eki 2022
- 1 dk.
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...
0 görüntüleme0 yorum
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
- 10 Ağu 2022
- 1 dk.
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).
4 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...
10 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
6 görüntüleme0 yorum
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