1.
Exploratory Data Analysis
1.3.
EDA Techniques
1.3.4.
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Graphical Techniques: By Problem Category
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Univariate
y = c + e
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Run Sequence Plot
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Lag Plot
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Histogram
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Normal Probability Plot
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4-Plot
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PPCC Plot
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Weibull Plot
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Probability Plot
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Box-Cox Linearity Plot
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Box-Cox Normality Plot
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Bootstrap Plot
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Time Series
y = f(t) + e
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Run Sequence Plot
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Spectrum
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Autocorrelation Plot
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Complex Demodulation Amplitude Plot
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Complex Demodulation Phase Plot
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1 Factor
y = f(x) + e
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Scatter Plot
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Box Plot
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Bihistogram
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Quantile-Quantile Plot
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Mean Plot
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Standard Deviation Plot
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Multi-Factor/Comparative >
y = f(xp, x1,x2,...,xk) + e
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Block Plot
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Multi-Factor/Screening
y = f(x1,x2,x3,...,xk) + e
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DEX Scatter Plot
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DEX Mean Plot
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DEX Standard Deviation Plot
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Contour Plot
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Regression
y = f(x1,x2,x3,...,xk) + e
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Scatter Plot
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6-Plot
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Linear Correlation Plot
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Linear Intercept Plot
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Linear Slope Plot
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Linear Residual Standard Deviation Plot
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Interlab
(y1,y2) = f(x) + e
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Youden Plot
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Multivariate
(y1,y2,...,yp)
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Star Plot
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