DataAnalysisResult¶
- class persalys.DataAnalysisResult(*args)¶
Get the results of a data analysis.
Methods
getCDF()CDF accessor.
Accessor to the object's name.
Coefficient of variation accessor.
Design of experiments accessor.
Effective size accessor.
Elapsed time in seconds to perform the analysis.
First quartile accessor.
Kurtosis accessor.
getMax()Maximum accessor.
getMean()Mean accessor.
Confidence interval mean accessor.
Median accessor.
getMin()Minimum accessor.
Multivariate design of experiments accessor.
getName()Accessor to the object's name.
Outliers accessor.
getPDF()PDF accessor.
Skewness accessor.
Standard deviation accessor.
Confidence interval standard deviation accessor.
Third quartile accessor.
Variance accessor.
hasName()Test if the object is named.
setName(name)Accessor to the object's name.
getSurvivalFunction
- __init__(*args)¶
- getCDF()¶
CDF accessor.
- Returns:
- resultsequence of
openturns.Sample CDF
- resultsequence of
- getClassName()¶
Accessor to the object’s name.
- Returns:
- class_namestr
The object class name (object.__class__.__name__).
- getCoefficientOfVariation()¶
Coefficient of variation accessor.
- Returns:
- resultsequence of
openturns.Point Coefficient of variation
- resultsequence of
- getDesignOfExperiment()¶
Design of experiments accessor.
- Returns:
- design
DesignOfExperiment Design of experiments containing the analysed points
- design
- getEffectiveSize()¶
Effective size accessor.
- Returns:
- design
openturns.Point Number of non NaN values for each marginal
- design
- getElapsedTime()¶
Elapsed time in seconds to perform the analysis.
- Returns:
- timedouble
Elapsed time in seconds to perform the analysis
- getFirstQuartile()¶
First quartile accessor.
- Returns:
- resultsequence of
openturns.Point First quartile
- resultsequence of
- getKurtosis()¶
Kurtosis accessor.
- Returns:
- resultsequence of
openturns.Point Kurtosis
- resultsequence of
- getMax()¶
Maximum accessor.
- Returns:
- resultsequence of
openturns.Point Maximum
- resultsequence of
- getMean()¶
Mean accessor.
- Returns:
- resultsequence of
openturns.Point Mean
- resultsequence of
- getMeanConfidenceInterval()¶
Confidence interval mean accessor.
- Parameters:
- levelfloat
Confidence level
- Returns:
- result
openturns.Interval Confidence interval mean
- result
- getMedian()¶
Median accessor.
- Returns:
- resultsequence of
openturns.Point Median
- resultsequence of
- getMin()¶
Minimum accessor.
- Returns:
- resultsequence of
openturns.Point Minimum
- resultsequence of
- getMultivariateDoE()¶
Multivariate design of experiments accessor.
- Returns:
- design
DesignOfExperiment Design of experiments where all rows containing NaN values have been removed.
- design
- getName()¶
Accessor to the object’s name.
- Returns:
- namestr
The name of the object.
- getOutliers()¶
Outliers accessor.
- Returns:
- resultsequence of
openturns.Point Outliers
- resultsequence of
- getPDF()¶
PDF accessor.
- Returns:
- resultsequence of
openturns.Sample PDF
- resultsequence of
- getSkewness()¶
Skewness accessor.
- Returns:
- resultsequence of
openturns.Point Skewness
- resultsequence of
- getStandardDeviation()¶
Standard deviation accessor.
- Returns:
- resultsequence of
openturns.Point Standard deviation
- resultsequence of
- getStdConfidenceInterval()¶
Confidence interval standard deviation accessor.
- Parameters:
- levelfloat
Confidence level
- Returns:
- result
openturns.Interval Confidence interval standard deviation
- result
- getThirdQuartile()¶
Third quartile accessor.
- Returns:
- resultsequence of
openturns.Point Third quartile
- resultsequence of
- getVariance()¶
Variance accessor.
- Returns:
- resultsequence of
openturns.Point Variance
- resultsequence of
- hasName()¶
Test if the object is named.
- Returns:
- hasNamebool
True if the name is not empty.
- setName(name)¶
Accessor to the object’s name.
- Parameters:
- namestr
The name of the object.