scalation.stat

StatVector

class StatVector extends VectorD

The StatVector class provides methods for computing common statistics on a data vector. Both maximum likelihood (the default) and unbiased estimators are supported. Unbiased should only be used on sample (not population) data.

Linear Supertypes
VectorD, Serializable, Serializable, Error, PartiallyOrdered[VectorD], Traversable[Double], GenTraversable[Double], GenericTraversableTemplate[Double, Traversable], TraversableLike[Double, Traversable[Double]], GenTraversableLike[Double, Traversable[Double]], Parallelizable[Double, ParIterable[Double]], TraversableOnce[Double], GenTraversableOnce[Double], FilterMonadic[Double, Traversable[Double]], HasNewBuilder[Double, Traversable[Double]], AnyRef, Any
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Inherited
  1. StatVector
  2. VectorD
  3. Serializable
  4. Serializable
  5. Error
  6. PartiallyOrdered
  7. Traversable
  8. GenTraversable
  9. GenericTraversableTemplate
  10. TraversableLike
  11. GenTraversableLike
  12. Parallelizable
  13. TraversableOnce
  14. GenTraversableOnce
  15. FilterMonadic
  16. HasNewBuilder
  17. AnyRef
  18. Any
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Visibility
  1. Public
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Instance Constructors

  1. new StatVector(u: VectorI)

    Construct a StatVector from a vector of type VectorI (vector of Ints).

    Construct a StatVector from a vector of type VectorI (vector of Ints).

    u

    the vector used to initialize StatVector

  2. new StatVector(u: VectorD)

    Construct a StatVector from a vector of type VectorD (vector of Doubles).

    Construct a StatVector from a vector of type VectorD (vector of Doubles).

    u

    the vector used to initialize StatVector

  3. new StatVector(dim: Int, unbiased: Boolean = false)

    dim

    the dimension/size of the vector

    unbiased

    whether the estimators are restricted to be unbiased.

Type Members

  1. type Self = Traversable[Double]

    Attributes
    protected
    Definition Classes
    TraversableLike
  2. class WithFilter extends FilterMonadic[A, Repr]

    Definition Classes
    TraversableLike

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. def *(m: Matrix): VectorD

    Multiply this 'row' vector by matrix m.

    Multiply this 'row' vector by matrix m.

    m

    the matrix to multiply by

    Definition Classes
    VectorD
  5. def *(s: Double): VectorD

    Multiply this vector by scalar s.

    Multiply this vector by scalar s.

    s

    the scalar to multiply by

    Definition Classes
    VectorD
  6. def *(b: VectorD): VectorD

    Multiply this vector by vector b.

    Multiply this vector by vector b.

    b

    the vector to multiply by

    Definition Classes
    VectorD
  7. def *=(s: Double): VectorD

    Multiply in-place this vector and scalar s.

    Multiply in-place this vector and scalar s.

    s

    the scalar to add

    Definition Classes
    VectorD
  8. def *=(b: VectorD): VectorD

    Multiply in-place this vector and vector b.

    Multiply in-place this vector and vector b.

    b

    the vector to add

    Definition Classes
    VectorD
  9. def +(s: (Double, Int)): VectorD

    Add this vector and scalar s.

    Add this vector and scalar s._1 only at position s._2.

    s

    the (scalar, position) to add

    Definition Classes
    VectorD
  10. def +(s: Double): VectorD

    Add this vector and scalar s.

    Add this vector and scalar s.

    s

    the scalar to add

    Definition Classes
    VectorD
  11. def +(b: VectorD): VectorD

    Add this vector and vector b.

    Add this vector and vector b.

    b

    the vector to add

    Definition Classes
    VectorD
  12. def ++(b: Double): VectorD

    Concatenate this vector and scalar b.

    Concatenate this vector and scalar b.

    b

    the scalar to be concatenated

    Definition Classes
    VectorD
  13. def ++(b: VectorD): VectorD

    Concatenate this vector and vector b.

    Concatenate this vector and vector b.

    b

    the vector to be concatenated

    Definition Classes
    VectorD
  14. def ++[B >: Double, That](that: GenTraversableOnce[B])(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike → GenTraversableLike
  15. def ++:[B >: Double, That](that: Traversable[B])(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike
  16. def ++:[B >: Double, That](that: TraversableOnce[B])(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike
  17. def +=(s: Double): VectorD

    Add in-place this vector and scalar s.

    Add in-place this vector and scalar s.

    s

    the scalar to add

    Definition Classes
    VectorD
  18. def +=(b: VectorD): VectorD

    Add in-place this vector and vector b.

    Add in-place this vector and vector b.

    b

    the vector to add

    Definition Classes
    VectorD
  19. def -(s: (Double, Int)): VectorD

    From this vector subtract scalar s.

    From this vector subtract scalar s._1 only at position s._2.

    s

    the (scalar, position) to subtract

    Definition Classes
    VectorD
  20. def -(s: Double): VectorD

    From this vector subtract scalar s.

    From this vector subtract scalar s.

    s

    the scalar to subtract

    Definition Classes
    VectorD
  21. def -(b: VectorD): VectorD

    From this vector subtract vector b.

    From this vector subtract vector b.

    b

    the vector to subtract

    Definition Classes
    VectorD
  22. def -=(s: Double): VectorD

    From this vector subtract in-place scalar s.

    From this vector subtract in-place scalar s.

    s

    the scalar to add

    Definition Classes
    VectorD
  23. def -=(b: VectorD): VectorD

    From this vector subtract in-place vector b.

    From this vector subtract in-place vector b.

    b

    the vector to add

    Definition Classes
    VectorD
  24. def /(s: Double): VectorD

    Divide this vector by scalar s.

    Divide this vector by scalar s.

    s

    the scalar to divide by

    Definition Classes
    VectorD
  25. def /(b: VectorD): VectorD

    Divide this vector by vector b (element-by-element).

    Divide this vector by vector b (element-by-element).

    b

    the vector to divide by

    Definition Classes
    VectorD
  26. def /:[B](z: B)(op: (B, Double) ⇒ B): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  27. def /=(s: Double): VectorD

    Divide in-place this vector and scalar s.

    Divide in-place this vector and scalar s.

    s

    the scalar to add

    Definition Classes
    VectorD
  28. def /=(b: VectorD): VectorD

    Divide in-place this vector and vector b.

    Divide in-place this vector and vector b.

    b

    the vector to add

    Definition Classes
    VectorD
  29. def :\[B](z: B)(op: (Double, B) ⇒ B): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  30. def <[B >: VectorD](that: B)(implicit arg0: (B) ⇒ PartiallyOrdered[B]): Boolean

    Definition Classes
    PartiallyOrdered
  31. def <=[B >: VectorD](that: B)(implicit arg0: (B) ⇒ PartiallyOrdered[B]): Boolean

    Definition Classes
    PartiallyOrdered
  32. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  33. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  34. def >[B >: VectorD](that: B)(implicit arg0: (B) ⇒ PartiallyOrdered[B]): Boolean

    Definition Classes
    PartiallyOrdered
  35. def >=[B >: VectorD](that: B)(implicit arg0: (B) ⇒ PartiallyOrdered[B]): Boolean

    Definition Classes
    PartiallyOrdered
  36. def _oneAt(j: Int, size: Int = dim): VectorD

    Create a vector of the form (0, .

    Create a vector of the form (0, ... -1, ... 0) where the -1 is at position j.

    j

    the position to place the 1

    size

    the size of the vector (upper bound = size - 1)

    Definition Classes
    VectorD
  37. def abs: VectorD

    Return the vector that is the element-wise absolute value of this matrix.

    Return the vector that is the element-wise absolute value of this matrix.

    Definition Classes
    VectorD
  38. def acorr(k: Int = 1): Double

    Compute the 'k'-lag auto-correlation of 'this' vector.

    Compute the 'k'-lag auto-correlation of 'this' vector.

    k

    the lag parameter

  39. def acov(k: Int = 1): Double

    Compute the k-lag auto-covariance of 'this' vector.

    Compute the k-lag auto-covariance of 'this' vector.

    k

    the lag parameter

  40. def addString(b: StringBuilder): StringBuilder

    Definition Classes
    TraversableOnce
  41. def addString(b: StringBuilder, sep: String): StringBuilder

    Definition Classes
    TraversableOnce
  42. def addString(b: StringBuilder, start: String, sep: String, end: String): StringBuilder

    Definition Classes
    TraversableOnce
  43. def aggregate[B](z: B)(seqop: (B, Double) ⇒ B, combop: (B, B) ⇒ B): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  44. def amedian: Double

    Compute the averaged median, which is the median when dim is odd and the average of the median and the next'k'-median when dim is even.

  45. def apply(): Array[Double]

    Get this vector's entire array.

    Get this vector's entire array.

    Definition Classes
    VectorD
  46. def apply(r: Range): VectorD

    Get this vector's elements within the given range (vector slicing).

    Get this vector's elements within the given range (vector slicing).

    r

    the given range

    Definition Classes
    VectorD
  47. def apply(i: Int): Double

    Get this vector's element at the i-th index position.

    Get this vector's element at the i-th index position.

    i

    the given index

    Definition Classes
    VectorD
  48. def argmax(e: Int = dim): Int

    Find the argument maximum of this vector (index of maximum element).

    Find the argument maximum of this vector (index of maximum element).

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  49. def argmaxPos(e: Int = dim): Int

    Return the argument maximum of this vector (-1 if its not positive).

    Return the argument maximum of this vector (-1 if its not positive).

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  50. def argmin(e: Int = dim): Int

    Find the argument minimum of this vector (index of minimum element).

    Find the argument minimum of this vector (index of minimum element).

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  51. def argminNeg(e: Int = dim): Int

    Return the argument minimum of this vector (-1 if its not negative).

    Return the argument minimum of this vector (-1 if its not negative).

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  52. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  53. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  54. def collect[B, That](pf: PartialFunction[Double, B])(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike → GenTraversableLike
  55. def collectFirst[B](pf: PartialFunction[Double, B]): Option[B]

    Definition Classes
    TraversableOnce
  56. def companion: GenericCompanion[Traversable]

    Definition Classes
    Traversable → GenTraversable → GenericTraversableTemplate
  57. def contains(x: Double): Boolean

    Determine whether x is contained in this vector.

    Determine whether x is contained in this vector.

    x

    the element to be checked

    Definition Classes
    VectorD
  58. def copyToArray[B >: Double](xs: Array[B], start: Int, len: Int): Unit

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  59. def copyToArray[B >: Double](xs: Array[B]): Unit

    Definition Classes
    TraversableOnce → GenTraversableOnce
  60. def copyToArray[B >: Double](xs: Array[B], start: Int): Unit

    Definition Classes
    TraversableOnce → GenTraversableOnce
  61. def copyToBuffer[B >: Double](dest: Buffer[B]): Unit

    Definition Classes
    TraversableOnce
  62. def corr(y: StatVector): Double

    Compute Pearson's correlation of 'this' vector with vector 'y'.

    Compute Pearson's correlation of 'this' vector with vector 'y'.

    y

    the other vector

    See also
  63. def count(p: (Double) ⇒ Boolean): Int

    Definition Classes
    TraversableOnce → GenTraversableOnce
  64. def countNeg: Int

    Count the number of strictly negative entries in this vector.

    Count the number of strictly negative entries in this vector.

    Definition Classes
    VectorD
  65. def countPos: Int

    Count the number of strictly positive entries in this vector.

    Count the number of strictly positive entries in this vector.

    Definition Classes
    VectorD
  66. def cov(y: VectorD): Double

    Compute the covariance of 'this' vector with vector 'y'.

    Compute the covariance of 'this' vector with vector 'y'.

    y

    the other vector

  67. def cumulate: VectorD

    Cumulate the values of this vector from left to right (e.

    Cumulate the values of this vector from left to right (e.g., create a cdf from a pmf). Example: (4, 2, 3, 1) --> (4, 6, 9, 10)

    Definition Classes
    VectorD
  68. def dot(b: VectorD): Double

    Compute the dot product (or inner product) of this vector with vector b.

    Compute the dot product (or inner product) of this vector with vector b.

    b

    the other vector

    Definition Classes
    VectorD
  69. def drop(n: Int): Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  70. def dropWhile(p: (Double) ⇒ Boolean): Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  71. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  72. def equals(b: Any): Boolean

    Override equals to determine whether vector this equals vector b.

    Override equals to determine whether vector this equals vector b.

    b

    the vector to compare with this

    Definition Classes
    VectorD → AnyRef → Any
  73. def exists(p: (Double) ⇒ Boolean): Boolean

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  74. def expand(more: Int = dim): VectorD

    Expand the size (dim) of this vector by 'more' elements.

    Expand the size (dim) of this vector by 'more' elements.

    Definition Classes
    VectorD
  75. def filter(p: (Double) ⇒ Boolean): Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  76. def filterNot(p: (Double) ⇒ Boolean): Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  77. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  78. def find(p: (Double) ⇒ Boolean): Option[Double]

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  79. def firstNeg(e: Int = dim): Int

    Return the index of the first negative element in this vector (-1 otherwise).

    Return the index of the first negative element in this vector (-1 otherwise).

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  80. def firstPos(e: Int = dim): Int

    Return the index of the first positive element in this vector (-1 otherwise).

    Return the index of the first positive element in this vector (-1 otherwise).

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  81. def flatMap[B, That](f: (Double) ⇒ GenTraversableOnce[B])(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike → GenTraversableLike → FilterMonadic
  82. def flatten[B](implicit asTraversable: (Double) ⇒ GenTraversableOnce[B]): Traversable[B]

    Definition Classes
    GenericTraversableTemplate
  83. def flaw(method: String, message: String): Unit

    Show the flaw by printing the error message.

    Show the flaw by printing the error message.

    method

    the method where the error occurred

    message

    the error message

    Definition Classes
    Error
  84. def fold[A1 >: Double](z: A1)(op: (A1, A1) ⇒ A1): A1

    Definition Classes
    TraversableOnce → GenTraversableOnce
  85. def foldLeft[B](z: B)(op: (B, Double) ⇒ B): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  86. def foldRight[B](z: B)(op: (Double, B) ⇒ B): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  87. def forall(p: (Double) ⇒ Boolean): Boolean

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  88. def foreach[U](f: (Double) ⇒ U): Unit

    Iterate over the vector element by element.

    Iterate over the vector element by element.

    f

    the function to apply

    Definition Classes
    VectorD → GenericTraversableTemplate → TraversableLike → GenTraversableLike → TraversableOnce → GenTraversableOnce → FilterMonadic
  89. def genericBuilder[B]: Builder[B, Traversable[B]]

    Definition Classes
    GenericTraversableTemplate
  90. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  91. def groupBy[K](f: (Double) ⇒ K): Map[K, Traversable[Double]]

    Definition Classes
    TraversableLike → GenTraversableLike
  92. def hasDefiniteSize: Boolean

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  93. def hashCode(): Int

    Must also override hashCode to be be compatible with equals.

    Must also override hashCode to be be compatible with equals.

    Definition Classes
    VectorD → AnyRef → Any
  94. def head: Double

    Definition Classes
    TraversableLike → GenTraversableLike
  95. def headOption: Option[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  96. def indices: Range

    Produce the range of all indices (0 to one less than dim).

    Produce the range of all indices (0 to one less than dim).

    Definition Classes
    VectorD
  97. def init: Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  98. def inits: Iterator[Traversable[Double]]

    Definition Classes
    TraversableLike
  99. def interval(p: Double = .95): Double

    Compute the confidence interval half-width for the given confidence level.

    Compute the confidence interval half-width for the given confidence level.

    p

    the confidence level

  100. def isEmpty: Boolean

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  101. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  102. def isNonnegative: Boolean

    Check whether this vector is nonnegative (has no negative elements).

    Check whether this vector is nonnegative (has no negative elements).

    Definition Classes
    VectorD
  103. final def isTraversableAgain: Boolean

    Definition Classes
    TraversableLike → GenTraversableLike → GenTraversableOnce
  104. def last: Double

    Definition Classes
    TraversableLike → GenTraversableLike
  105. def lastOption: Option[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  106. def mag: Double

    Find the element with the greatest magnitude in this vector.

    Find the element with the greatest magnitude in this vector.

    Definition Classes
    VectorD
  107. def map[B, That](f: (Double) ⇒ B)(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike → GenTraversableLike → FilterMonadic
  108. def max(b: VectorD): VectorD

    Take the maximum of this vector with vector b (element-by element).

    Take the maximum of this vector with vector b (element-by element).

    b

    the other vector

    Definition Classes
    VectorD
  109. def max(e: Int = dim): Double

    Find the maximum element in this vector.

    Find the maximum element in this vector.

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  110. def max[B >: Double](implicit cmp: Ordering[B]): Double

    Definition Classes
    TraversableOnce → GenTraversableOnce
  111. def maxBy[B](f: (Double) ⇒ B)(implicit cmp: Ordering[B]): Double

    Definition Classes
    TraversableOnce → GenTraversableOnce
  112. def mean: Double

    Compute the mean of 'this' vector.

  113. def median(k: Int = (dim+1)/2): Double

    Compute the 'k'-median ('k'-th smallest value) of 'this' vector.

    Compute the 'k'-median ('k'-th smallest value) of 'this' vector. Setting 'k = (dim+1)/2' gives the regular median.

    k

    the type of median (k-th smallest value)

  114. def min(b: VectorD): VectorD

    Take the minimum of this vector with vector b (element-by element).

    Take the minimum of this vector with vector b (element-by element).

    b

    the other vector

    Definition Classes
    VectorD
  115. def min(e: Int = dim): Double

    Find the minimum element in this vector.

    Find the minimum element in this vector.

    e

    the ending index (exclusive) for the search

    Definition Classes
    VectorD
  116. def min[B >: Double](implicit cmp: Ordering[B]): Double

    Definition Classes
    TraversableOnce → GenTraversableOnce
  117. def minBy[B](f: (Double) ⇒ B)(implicit cmp: Ordering[B]): Double

    Definition Classes
    TraversableOnce → GenTraversableOnce
  118. def mkString: String

    Definition Classes
    TraversableOnce → GenTraversableOnce
  119. def mkString(sep: String): String

    Definition Classes
    TraversableOnce → GenTraversableOnce
  120. def mkString(start: String, sep: String, end: String): String

    Definition Classes
    TraversableOnce → GenTraversableOnce
  121. def ms: Double

    Compute the mean square (ms) of 'this' vector.

  122. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  123. def newBuilder: Builder[Double, Traversable[Double]]

    Attributes
    protected[this]
    Definition Classes
    GenericTraversableTemplate → HasNewBuilder
  124. def nonEmpty: Boolean

    Definition Classes
    TraversableOnce → GenTraversableOnce
  125. def norm: Double

    Compute the Euclidean norm (2-norm) of this vector.

    Compute the Euclidean norm (2-norm) of this vector.

    Definition Classes
    VectorD
  126. def norm1: Double

    Compute the Manhattan norm (1-norm) of this vector.

    Compute the Manhattan norm (1-norm) of this vector.

    Definition Classes
    VectorD
  127. def normSq: Double

    Compute the Euclidean norm (2-norm) squared of this vector.

    Compute the Euclidean norm (2-norm) squared of this vector.

    Definition Classes
    VectorD
  128. def normalize: VectorD

    Normalize this vector so that it sums to one (like a probability vector).

    Normalize this vector so that it sums to one (like a probability vector).

    Definition Classes
    VectorD
  129. def normalize1: VectorD

    Normalize this vector to have a maximum of one.

    Normalize this vector to have a maximum of one.

    Definition Classes
    VectorD
  130. def normalizeU: VectorD

    Normalize this vector so its length is one (unit vector).

    Normalize this vector so its length is one (unit vector).

    Definition Classes
    VectorD
  131. final def notify(): Unit

    Definition Classes
    AnyRef
  132. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  133. def num: Int

    Get the number of samples.

  134. def oneAt(j: Int, size: Int = dim): VectorD

    Create a vector of the form (0, .

    Create a vector of the form (0, ... 1, ... 0) where the 1 is at position j.

    j

    the position to place the 1

    size

    the size of the vector (upper bound = size - 1)

    Definition Classes
    VectorD
  135. def par: ParIterable[Double]

    Definition Classes
    Parallelizable
  136. def parCombiner: Combiner[Double, ParIterable[Double]]

    Attributes
    protected[this]
    Definition Classes
    TraversableLike → Parallelizable
  137. def partition(p: (Double) ⇒ Boolean): (Traversable[Double], Traversable[Double])

    Definition Classes
    TraversableLike → GenTraversableLike
  138. def product[B >: Double](implicit num: Numeric[B]): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  139. def rank: VectorI

    Establish the rank order of the elements in 'this' vector, e.

    Establish the rank order of the elements in 'this' vector, e.g., (8.0, 2.0, 4.0, 6.0) is (3, 0, 1, 2).

  140. def reduce[A1 >: Double](op: (A1, A1) ⇒ A1): A1

    Definition Classes
    TraversableOnce → GenTraversableOnce
  141. def reduceLeft[B >: Double](op: (B, Double) ⇒ B): B

    Definition Classes
    TraversableOnce
  142. def reduceLeftOption[B >: Double](op: (B, Double) ⇒ B): Option[B]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  143. def reduceOption[A1 >: Double](op: (A1, A1) ⇒ A1): Option[A1]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  144. def reduceRight[B >: Double](op: (Double, B) ⇒ B): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  145. def reduceRightOption[B >: Double](op: (Double, B) ⇒ B): Option[B]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  146. def repr: Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  147. def reversed: List[Double]

    Attributes
    protected[this]
    Definition Classes
    TraversableOnce
  148. def rms: Double

    Compute the root mean square (rms) of 'this' vector.

  149. def sameDimensions(b: VectorD): Boolean

    Check whether the other vector is at least as long as this vector.

    Check whether the other vector is at least as long as this vector.

    b

    the other vector

    Definition Classes
    VectorD
  150. def scan[B >: Double, That](z: B)(op: (B, B) ⇒ B)(implicit cbf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike → GenTraversableLike
  151. def scanLeft[B, That](z: B)(op: (B, Double) ⇒ B)(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike → GenTraversableLike
  152. def scanRight[B, That](z: B)(op: (Double, B) ⇒ B)(implicit bf: CanBuildFrom[Traversable[Double], B, That]): That

    Definition Classes
    TraversableLike → GenTraversableLike
    Annotations
    @migration
    Migration

    (Changed in version 2.9.0) The behavior of scanRight has changed. The previous behavior can be reproduced with scanRight.reverse.

  153. def scorr(y: StatVector): Double

    Compute Spearman's rank correlation of 'this' vector with vector 'y'.

    Compute Spearman's rank correlation of 'this' vector with vector 'y'.

    y

    the other vector

    See also

    http://en.wikipedia.org/wiki/Spearman%27s_rank_correlation_coefficient

  154. def select(basis: Array[Int]): VectorD

    Select a subset of elements of this vector corresponding to a basis.

    Select a subset of elements of this vector corresponding to a basis.

    basis

    the set of index positions (e.g., 0, 2, 5)

    Definition Classes
    VectorD
  155. def seq: Traversable[Double]

    Definition Classes
    Traversable → GenTraversable → Parallelizable → TraversableOnce → GenTraversableOnce
  156. def set(x: Double): Unit

    Set each value in this vector to x.

    Set each value in this vector to x.

    x

    the value to be assigned

    Definition Classes
    VectorD
  157. def setAll(u: Array[Double]): Unit

    Set the values in this vector to the values in array u.

    Set the values in this vector to the values in array u.

    u

    the array of values to be assigned

    Definition Classes
    VectorD
  158. def setFormat(newFormat: String): Unit

    Set the format to the newFormat (e.

    Set the format to the newFormat (e.g., "%.6g,\t" or "%12.6g,\t").

    newFormat

    the new format String

    Definition Classes
    VectorD
  159. def size: Int

    Definition Classes
    TraversableOnce → GenTraversableOnce
  160. def skew: Double

    Compute the skewness of 'this' vector.

    Compute the skewness of 'this' vector. Negative skewness indicates the distribution is elongated on the left, zero skewness indicates it is symmetric, and positive skewness indicates it is elongated on the right.

    See also

    http://www.mathworks.com/help/stats/skewness.html

  161. def slice(from: Int, till: Int): VectorD

    Slice this vector from to end.

    Slice this vector from to end.

    from

    the start of the slice (included)

    till

    the end of the slice (excluded)

    Definition Classes
    VectorD → TraversableLike → GenTraversableLike
  162. def sort(): Unit

    Sort this vector in-place in non-decreasing order.

    Sort this vector in-place in non-decreasing order.

    Definition Classes
    VectorD
  163. def span(p: (Double) ⇒ Boolean): (Traversable[Double], Traversable[Double])

    Definition Classes
    TraversableLike → GenTraversableLike
  164. def splitAt(n: Int): (Traversable[Double], Traversable[Double])

    Definition Classes
    TraversableLike → GenTraversableLike
  165. def sq: VectorD

    Return the vector containing the square each element of this vector.

    Return the vector containing the square each element of this vector.

    Definition Classes
    VectorD
  166. def stddev: Double

    Compute the standard deviation of 'this' vector.

  167. def stringPrefix: String

    Definition Classes
    TraversableLike → GenTraversableLike
  168. def sum: Double

    Sum the elements of this vector.

    Sum the elements of this vector.

    Definition Classes
    VectorD
  169. def sum[B >: Double](implicit num: Numeric[B]): B

    Definition Classes
    TraversableOnce → GenTraversableOnce
  170. def sum_ne(i: Int): Double

    Sum the elements of this vector skipping the i-th element.

    Sum the elements of this vector skipping the i-th element.

    i

    the index of the element to skip

    Definition Classes
    VectorD
  171. def sum_pos: Double

    Sum the positive (> 0) elements of this vector.

    Sum the positive (> 0) elements of this vector.

    Definition Classes
    VectorD
  172. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  173. def tail: Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  174. def tails: Iterator[Traversable[Double]]

    Definition Classes
    TraversableLike
  175. def take(n: Int): Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  176. def takeWhile(p: (Double) ⇒ Boolean): Traversable[Double]

    Definition Classes
    TraversableLike → GenTraversableLike
  177. def thisCollection: Traversable[Double]

    Attributes
    protected[this]
    Definition Classes
    TraversableLike
  178. def to[Col[_]](implicit cbf: CanBuildFrom[Nothing, Double, Col[Double]]): Col[Double]

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  179. def toArray[B >: Double](implicit arg0: ClassTag[B]): Array[B]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  180. def toBuffer[B >: Double]: Buffer[B]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  181. def toCollection(repr: Traversable[Double]): Traversable[Double]

    Attributes
    protected[this]
    Definition Classes
    TraversableLike
  182. def toIndexedSeq: IndexedSeq[Double]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  183. def toIterable: Iterable[Double]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  184. def toIterator: Iterator[Double]

    Definition Classes
    TraversableLike → GenTraversableOnce
  185. def toList: List[Double]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  186. def toMap[T, U](implicit ev: <:<[Double, (T, U)]): Map[T, U]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  187. def toSeq: Seq[Double]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  188. def toSet[B >: Double]: Set[B]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  189. def toStream: Stream[Double]

    Definition Classes
    TraversableLike → GenTraversableOnce
  190. def toString(): String

    Convert this vector to a String.

    Convert this vector to a String.

    Definition Classes
    VectorD → TraversableLike → AnyRef → Any
  191. def toTraversable: Traversable[Double]

    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  192. def toVector: Vector[Double]

    Definition Classes
    TraversableOnce → GenTraversableOnce
  193. def toggleBias(): Unit

    Toggle/flip the bias flag for the estimators.

  194. def transpose[B](implicit asTraversable: (Double) ⇒ GenTraversableOnce[B]): Traversable[Traversable[B]]

    Definition Classes
    GenericTraversableTemplate
    Annotations
    @migration
    Migration

    (Changed in version 2.9.0) transpose throws an IllegalArgumentException if collections are not uniformly sized.

  195. def tryCompareTo[B >: VectorD](b: B)(implicit arg0: (B) ⇒ PartiallyOrdered[B]): Option[Int]

    Compare this vector with vector b.

    Compare this vector with vector b.

    b

    the other vector

    Definition Classes
    VectorD → PartiallyOrdered
  196. def unary_-(): VectorD

    Return the negative of this vector (unary minus).

    Return the negative of this vector (unary minus).

    Definition Classes
    VectorD
  197. def unzip[A1, A2](implicit asPair: (Double) ⇒ (A1, A2)): (Traversable[A1], Traversable[A2])

    Definition Classes
    GenericTraversableTemplate
  198. def unzip3[A1, A2, A3](implicit asTriple: (Double) ⇒ (A1, A2, A3)): (Traversable[A1], Traversable[A2], Traversable[A3])

    Definition Classes
    GenericTraversableTemplate
  199. def update(r: Range, u: VectorD): Unit

    Set this vector's elements over the given range (vector slicing).

    Set this vector's elements over the given range (vector slicing).

    r

    the given range

    u

    the vector to assign

    Definition Classes
    VectorD
  200. def update(r: Range, x: Double): Unit

    Set this vector's elements over the given range (vector slicing).

    Set this vector's elements over the given range (vector slicing).

    r

    the given range

    x

    the value to assign

    Definition Classes
    VectorD
  201. def update(i: Int, x: Double): Unit

    Set this vector's element at the i-th index position.

    Set this vector's element at the i-th index position.

    i

    the given index

    x

    the value to assign

    Definition Classes
    VectorD
  202. var v: Array[Double]

    Attributes
    protected
    Definition Classes
    VectorD
  203. def variance: Double

    Compute the variance of 'this' vector.

  204. def view(from: Int, until: Int): TraversableView[Double, Traversable[Double]]

    Definition Classes
    TraversableLike
  205. def view: TraversableView[Double, Traversable[Double]]

    Definition Classes
    TraversableLike
  206. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  207. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  208. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  209. def withFilter(p: (Double) ⇒ Boolean): FilterMonadic[Double, Traversable[Double]]

    Definition Classes
    TraversableLike → FilterMonadic
  210. def ~^(s: Double): VectorD

    Return the vector containing each element of this vector raised to the s-th power.

    Return the vector containing each element of this vector raised to the s-th power.

    s

    the scalar exponent

    Definition Classes
    VectorD
  211. def ~^=(s: Double): Unit

    Raise each element of this vector to the s-th power.

    Raise each element of this vector to the s-th power.

    s

    the scalar exponent

    Definition Classes
    VectorD

Deprecated Value Members

  1. def /:\[A1 >: Double](z: A1)(op: (A1, A1) ⇒ A1): A1

    Definition Classes
    GenTraversableOnce
    Annotations
    @deprecated
    Deprecated

    (Since version 2.10.0) use fold instead

Inherited from VectorD

Inherited from Serializable

Inherited from Serializable

Inherited from Error

Inherited from PartiallyOrdered[VectorD]

Inherited from Traversable[Double]

Inherited from GenTraversable[Double]

Inherited from GenericTraversableTemplate[Double, Traversable]

Inherited from TraversableLike[Double, Traversable[Double]]

Inherited from GenTraversableLike[Double, Traversable[Double]]

Inherited from Parallelizable[Double, ParIterable[Double]]

Inherited from TraversableOnce[Double]

Inherited from GenTraversableOnce[Double]

Inherited from FilterMonadic[Double, Traversable[Double]]

Inherited from HasNewBuilder[Double, Traversable[Double]]

Inherited from AnyRef

Inherited from Any

Ungrouped