SeriesStatsExtensions

Namespace: Deedle
Attributes:
[<Extension>]

The type implements C# and F# extension methods that add numerical operations to Deedle series.

Calculations, aggregation and statistics
Statistics
Other type members

Calculations, aggregation and statistics

Static members

Static member Description

Static member	Description
`SeriesStatsExtensions.InterpolateLinear(...)` Signature: (series:Series<'K,'V> * keys:seq<'K> * keyDiff:Func<'K,'K,float>) -> Series<'K,float> Type parameters: 'K, 'V Attributes: [<Extension>]	Linearly interpolates an ordered series given a new sequence of keys. Parameters `keys` - Sequence of new keys that forms the index of interpolated results `keyDiff` - A function representing "subtraction" between two keys


            SeriesStatsExtensions.InterpolateLinear(...)

Signature: (series:Series<'K,'V> * keys:seq<'K> * keyDiff:Func<'K,'K,float>) -> Series<'K,float>
Type parameters: 'K, 'V Attributes:
[<Extension>]

Linearly interpolates an ordered series given a new sequence of keys.

Parameters

keys - Sequence of new keys that forms the index of interpolated results
keyDiff - A function representing "subtraction" between two keys

Statistics

Static members

Static member	Description
`SeriesStatsExtensions.Kurtosis(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the kurtosis of the elements of the series.
`SeriesStatsExtensions.Max(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the greatest of all elements of the series.
`SeriesStatsExtensions.MaxLevel(...)` Signature: (series:Series<'K1,'V> * groupSelector:Func<'K1,'K2>) -> Series<'K2,'V> Type parameters: 'K1, 'V, 'K2 Attributes: [<Extension>]	Groups the elements of the input series in groups based on the keys produced by `groupSelector` and then returns a new series containing the greatest element of each group. This operation is designed to be used with hierarchical indexing. Parameters `series` - A series of values that are used to calculate the greatest elements `groupSelector` - A delegate that returns a new group key, based on the key in the input series
`SeriesStatsExtensions.Mean(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the mean of the elements of the series.
`SeriesStatsExtensions.MeanLevel(...)` Signature: (series:Series<'K1,'V> * groupSelector:Func<'K1,'K2>) -> Series<'K2,float> Type parameters: 'K1, 'V, 'K2 Attributes: [<Extension>]	Groups the elements of the input series in groups based on the keys produced by `groupSelector` and then returns a new series containing the mean of each group. This operation is designed to be used with hierarchical indexing. Parameters `series` - A series of values that are used to calculate the means `groupSelector` - A delegate that returns a new group key, based on the key in the input series
`SeriesStatsExtensions.Median(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the median of the elements of the series.
`SeriesStatsExtensions.MedianLevel(...)` Signature: (series:Series<'K1,'V> * groupSelector:Func<'K1,'K2>) -> Series<'K2,float> Type parameters: 'K1, 'V, 'K2 Attributes: [<Extension>]	Groups the elements of the input series in groups based on the keys produced by `groupSelector` and then returns a new series containing the median of each group. This operation is designed to be used with hierarchical indexing. Parameters `series` - A series of values that are used to calculate the medians `groupSelector` - A delegate that returns a new group key, based on the key in the input series
`SeriesStatsExtensions.Min(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the smallest of all elements of the series.
`SeriesStatsExtensions.MinLevel(...)` Signature: (series:Series<'K1,'V> * groupSelector:Func<'K1,'K2>) -> Series<'K2,'V> Type parameters: 'K1, 'V, 'K2 Attributes: [<Extension>]	Groups the elements of the input series in groups based on the keys produced by `groupSelector` and then returns a new series containing the smallest element of each group. This operation is designed to be used with hierarchical indexing. Parameters `series` - A series of values that are used to calculate the smallest elements `groupSelector` - A delegate that returns a new group key, based on the key in the input series
`SeriesStatsExtensions.NumSum(series)` Signature: series:Series<'K,^V> -> ^V Type parameters: 'K, ^V Attributes: [<Extension>]	Returns the sum of the elements of the series of numeric values.
`SeriesStatsExtensions.Skewness(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the skewness of the elements of the series.
`SeriesStatsExtensions.StdDev(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the standard deviation of the elements of the series.
`SeriesStatsExtensions.StdDevLevel(...)` Signature: (series:Series<'K1,'V> * groupSelector:Func<'K1,'K2>) -> Series<'K2,float> Type parameters: 'K1, 'V, 'K2	Groups the elements of the input series in groups based on the keys produced by `groupSelector` and then returns a new series containing the standard deviation of each group. This operation is designed to be used with hierarchical indexing. Parameters `series` - A series of values that are used to calculate the standard deviations `groupSelector` - A delegate that returns a new group key, based on the key in the input series
`SeriesStatsExtensions.Sum(series)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>]	Returns the sum of the elements of the series of float values.
`SeriesStatsExtensions.SumLevel(...)` Signature: (series:Series<'K1,'V> * groupSelector:Func<'K1,'K2>) -> Series<'K2,float> Type parameters: 'K1, 'V, 'K2 Attributes: [<Extension>]	Groups the elements of the input series in groups based on the keys produced by `groupSelector` and then returns a new series containing the sum of each group. This operation is designed to be used with hierarchical indexing. Parameters `series` - A series of values that are used to calculate the sums `groupSelector` - A delegate that returns a new group key, based on the key in the input series

Other type members

Static members

Static member	Description
`SeriesStatsExtensions.StandardDeviation(...)` Signature: series:Series<'K,'V> -> float Type parameters: 'K, 'V Attributes: [<Extension>] [<Obsolete("Use StdDev instead")>]	WARNING: This API is obsolete Use StdDev instead

Deedle

SeriesStatsExtensions

Table of contents

Calculations, aggregation and statistics

Static members

Parameters

Statistics

Static members

Parameters

Parameters

Parameters

Parameters

Parameters

Parameters

Other type members

Static members