final case class StatsProperty(totalN: BigInt = 0, m1: BigDecimal = 0, m2: BigDecimal = 0, m3: BigDecimal = 0, m4: BigDecimal = 0) extends Product with Serializable
Data for properties which track statistics on a set of values.
- totalN
the total count of values
- m1
the first statistical moment
- m2
the second statistical moment
- m3
the third statistical moment
- m4
the fourth statistical moment
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Instance Constructors
- new StatsProperty(totalN: BigInt = 0, m1: BigDecimal = 0, m2: BigDecimal = 0, m3: BigDecimal = 0, m4: BigDecimal = 0)
- totalN
the total count of values
- m1
the first statistical moment
- m2
the second statistical moment
- m3
the third statistical moment
- m4
the fourth statistical moment
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- def kurtosis: Option[BigDecimal]
The kurtosis of the observed values.
- val m1: BigDecimal
- val m2: BigDecimal
- val m3: BigDecimal
- val m4: BigDecimal
- def mean: BigDecimal
The mean of the observed values.
- def merge(other: StatsProperty): StatsProperty
Merge these statistical values together.
Merge these statistical values together.
- other
the other statistics to merge with
- returns
the merged statistics
- final def ne(arg0: AnyRef): Boolean
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- def productElementNames: Iterator[String]
- Definition Classes
- Product
- def skewness: Option[BigDecimal]
The skewness of the observed values.
- def stdev: Option[BigDecimal]
The standard deviation of the observed values.
The standard deviation of the observed values.
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- @SuppressWarnings()
- final def synchronized[T0](arg0: => T0): T0
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- def toJson: JObject
- val totalN: BigInt
- def variance: Option[BigDecimal]
The variance of the observed values.
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