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December 27, 2016
EN
Missing Values Table
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December 27, 2016
Missing Values
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December 27, 2016
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December 27, 2016
Concentration of Values
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December 27, 2016
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December 27, 2016
Homogeneity
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December 27, 2016
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December 27, 2016
Stationary Assumption
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December 27, 2016
Data Preparation
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December 27, 2016
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December 27, 2016
Smoothing I
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December 27, 2016
Smoothing
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December 27, 2016
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December 27, 2016
Correlogram Tale
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December 27, 2016
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December 27, 2016
ARIMA to the rescue
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December 27, 2016
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ARMA Machine System Diagram
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December 27, 2016
ARMA Unplugged
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December 27, 2016
ARMA
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December 27, 2016
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December 27, 2016
ARCH Test
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December 27, 2016
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December 27, 2016
Histogram
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December 27, 2016
Descriptive Statistics
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December 27, 2016
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December 27, 2016
Volatility 102
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December 27, 2016
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December 27, 2016
Volatility 101
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December 27, 2016
ARCH & GARCH
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December 27, 2016
Normality Test
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December 27, 2016
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December 27, 2016
Statistical Test
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-32%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F161%2FFWD-Flat-Interpolation%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-32%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3EMissing+Values+Table%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fmissing-values%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F159%2Ftable-with-missing-obs%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fmissing-values%2F" title="Missing Values"%3EMissing Values%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-31%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F158%2FOriginal_Data_Plot_1%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-31%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fconcentration-of-values%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F156%2FStrategyA-1%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fconcentration-of-values%2F" title="Concentration of Values"%3EConcentration of Values%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-30%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F155%2FINFLATION-PLOT%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-30%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fhomogeneity%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F153%2FDATA-PLOT_0%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fhomogeneity%2F" title="Homogeneity"%3EHomogeneity%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-29%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F152%2FIBM-DLY-RET-STATS%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-29%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fstationary-assumption%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F150%2FIBM_Price-Process%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fstationary-assumption%2F" title="Stationary Assumption"%3EStationary Assumption%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fdata-preparation%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F150%2FIBM_Price-Process%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fdata-preparation%2F" title="Data Preparation"%3EData Preparation%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-28%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F138%2FIntl-Passenger-WMA-12%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-28%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fsmoothing-i%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F136%2FSALES-MA-PLOT%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fsmoothing-i%2F" title="Smoothing I"%3ESmoothing I%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fsmoothing%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F136%2FSALES-MA-PLOT%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fsmoothing%2F" title="Smoothing"%3ESmoothing%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
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![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fcorrelogram-tale%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F130%2FMA-1-ACF%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fcorrelogram-tale%2F" title="Correlogram Tale"%3ECorrelogram Tale%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-26%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F129%2FARIMA-Machine%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-26%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farima-to-the-rescue%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F129%2FARIMA-Machine%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farima-to-the-rescue%2F" title="ARIMA to the rescue"%3EARIMA to the rescue%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-25%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F128%2FSystem-view%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-25%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farma-unplugged%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F128%2FSystem-view%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farma-unplugged%2F" title="ARMA Unplugged"%3EARMA Unplugged%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farma%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F128%2FSystem-view%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farma%2F" title="ARMA"%3EARMA%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-24%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F121%2FIBM-PRICE-RET-PLOT%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-24%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farch-test%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F119%2FIBM-DLY-DESC-STATS%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farch-test%2F" title="ARCH Test"%3EARCH Test%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-23%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F118%2FHistogram-bins-method-table%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-23%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fhistogram-1%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F116%2FEURUSD-HIST-ALL%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fhistogram-1%2F" title="Histogram"%3EHistogram%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fdescriptive-statistics-2%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F116%2FEURUSD-HIST-ALL%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fdescriptive-statistics-2%2F" title="Descriptive Statistics"%3EDescriptive Statistics%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-22%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F114%2F7508700742_a39dc099cf%2Flarge.1598027263.jpg&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-22%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fvolatility-102%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F113%2F7508700860_5a893900fb%2Flarge.1598027263.jpg&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fvolatility-102%2F" title="Volatility 102"%3EVolatility 102%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-21%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F110%2FEWMA-VOL-OPT-PLOT-SP500DLY%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-21%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fvolatility-101%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F108%2FVOL-CLUSTER-SP500-DLYRET%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fvolatility-101%2F" title="Volatility 101"%3EVolatility 101%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farch-garch%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F108%2FVOL-CLUSTER-SP500-DLYRET%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Farch-garch%2F" title="ARCH & GARCH"%3EARCH & GARCH%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fnormality-test-1%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F103%2FJacque-Bera_0%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Fsets%2Fnormality-test-1%2F" title="Normality Test"%3ENormality Test%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
![](https://www.tumblr.com/widgets/share/tool?posttype=photo&canonicalUrl=https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-20%2F&content=https%3A%2F%2Fkoken.numxl.com%2Fstorage%2Fcache%2Fimages%2F000%2F105%2FShapiro-Wilk_0%2Flarge.1598027263.png&caption=%3Cp%3E%3Cstrong%3E%3Ca href="https%3A%2F%2Fkoken.numxl.com%2Falbums%2Fen-20%2F" title="EN"%3EEN%3C/a%3E%3C/strong%3E%3C/p%3E%3Cp%3E%3C/p%3E){kind=link}
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