The Extreme.Statistics namespace contains classes that are used to represent statistical models.
Classes
| Class | Description | |
|---|---|---|
| Aggregator |
Represents a method that aggregates data in a variable.
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| AnovaModel |
Represents an Analysis of Variance (ANOVA) model.
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| AnovaModelRow |
Represents a row representing a contribution from the model in an AnovaTable.
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| AnovaRow |
Represents a row in an AnovaTable.
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| AnovaRowCollection |
Represents a collection of AnovaRow objects.
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| AnovaTable |
Represents a table containing the results of an ANOVA analysis.
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| CategoricalScale |
Represents a discrete classification of a Variable.
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| CategoricalVariable |
Represents a statistical Variable that can take on a discrete set of values.
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| Cell |
Represents a data cell in an AnovaModel.
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| CellArray |
Represents the summary data in the cells of an ANOVA table.
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| CollectionSortOrder |
Represents an ordering of a VariableCollection.
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| DataArrayBase |
Represents a multidimensional data store.
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| DataArrayElement |
Represents an element in a DataArrayBase.
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| DateTimeScale |
Represents a mapping from DateTime values
to a discrete scale of time periods.
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| DateTimeVariable |
Represents a statistical variable that takes on date/time values.
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| Filter |
Represents a filter that can be used to select observations in a Variable or VariableCollection.
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| GeneralLinearModel |
Represents a statistical model.
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| Histogram |
Represents a histogram.
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| HistogramBin |
Represents a bin in a Histogram.
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| InsufficientDataException |
Represents an exception that may be thrown when a variable or variable collection
contains insufficient data to perform a calculation.
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| KeyVariable<(Of T>) |
Represents a variable containing row keys.
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| KeyVariable |
Represents a variable containing row keys.
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| LinearRegressionModel |
Represents a linear regression model.
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| LogisticRegressionModel |
Represents a logistic regression model.
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| MissingValueException |
Represents an exception that may be thrown when a missing data value is
encountered during a calculation.
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| NonlinearRegressionModel |
Represents a nonlinear regression model.
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| NormalParameter |
Represents a parameter that is normally distributed.
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| NumericalScale |
Represents a division of a numerical range into a number of intervals.
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| NumericalVariable |
Represents a statistical variable that takes on numerical values.
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| ObservationCollection |
Represents a collection of observations in a VariableCollection.
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| OneWayAnovaModel |
Represents the results of a one-way analysis of variance (ANOVA).
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| OneWayRAnovaModel |
Represents an analysis of variance (ANOVA) calculation.
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| Parameter |
Represents a parameter in a statistical model.
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| ParameterCollection |
Represents a collection of Parameter objects.
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| PolynomialRegressionModel |
Represents a polynomial regression model.
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| SimpleRegressionModel |
Represents a linear regression model.
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| Stats |
Provides static methods for descriptive statistics and other statistical functions.
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| TwoWayAnovaModel |
Represents a two-way within-subjects Analysis of Variance (ANOVA) model.
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| Variable |
Represents a statistical variable.
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| VariableCollection |
Represents a collection of variables in a statistical model.
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Structures
| Structure | Description | |
|---|---|---|
| CategoricalFilters |
Provides access to methods that create filters based on the values in a CategoricalVariable.
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| DateTimeFilters |
Provides access to methods that create filters based on the values in a DateTimeVariable.
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| DateTimeInterval |
Represents an interval of real numbers.
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| HistogramBinCollection |
Represents a collection of bins in a Histogram.
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| Interval |
Represents an interval of real numbers.
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| NumericalFilters |
Provides access to methods that create filters based on the values in a NumericalVariable.
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| NumericalVariableTransforms |
Represents transformations that can be applied to a numerical variable.
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| Observation |
Represents a specific observation in a VariableCollection.
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Enumerations
| Enumeration | Description | |
|---|---|---|
| AnovaRowType |
Enumerates the possible types of rows in an AnovaTable.
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| BoundaryIntervalBehavior |
Enumerates how segments at the boundaries of subdivided series are handled.
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| DateTimeUnit |
Enumerates the time units.
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| MissingValueAction |
Enumerates the possible actions to be taken when a calculation encounters
a missing value.
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| SortOrder |
Enumerates the ways data can be sorted.
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| SpecialBins |
Enumerates the possible special bins to be included in a CategoricalScale.
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| TestOfHomogeneityOfVariances |
Enumerates the choices when testing whether a number of samples
have the same variance.
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| TestOfNormality |
Enumerates the choices when testing whether a sample follows
a normal distribution.
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| VariableUsage |
Enumerates the way variables may be used in a GeneralLinearModel.
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