breeze

stats

package stats

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DescriptiveStatsTrait, AnyRef, Any
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Type Members

  1. trait DescriptiveStatsTrait extends AnyRef

  2. case class MeanAndVariance(mean: Double, variance: Double, count: Long) extends Product with Serializable

  3. class RandomizationTest[L] extends (Seq[L], Seq[L]) ⇒ Double

    Implements statistical significance testing for the output of two systems by randomization.

    Implements statistical significance testing for the output of two systems by randomization. This system assumes they're on the same dataset, which changes the procedure. Follows Teh, 2000 More accurate tests for the statistical significance of result differences.

    Labels must have .equals.

Value Members

  1. object DescriptiveStats

    Provides utilities for descriptive statistics, like the mean and variance.

  2. object accumulateAndCount extends UFunc

    Definition Classes
    DescriptiveStatsTrait

  3. object corrcoeff extends UFunc

    Definition Classes
    DescriptiveStatsTrait

  4. object covmat extends UFunc

    Definition Classes
    DescriptiveStatsTrait

  5. package distributions

  6. object hist extends UFunc

  7. package mcmc

  8. object mean extends UFunc

    A breeze.generic.UFunc for computing the mean of objects

    A breeze.generic.UFunc for computing the mean of objects

    Definition Classes
    DescriptiveStatsTrait

  9. object meanAndVariance extends UFunc

    A breeze.generic.UFunc for computing the mean and variance of objects.

    A breeze.generic.UFunc for computing the mean and variance of objects. This uses an efficient, numerically stable, one pass algorithm for computing both the mean and the variance.

    Definition Classes
    DescriptiveStatsTrait

  10. object median extends UFunc

    A breeze.generic.UFunc for computing the median of objects

    A breeze.generic.UFunc for computing the median of objects

    Definition Classes
    DescriptiveStatsTrait

  11. package random

  12. package regression

  13. object stddev extends UFunc

    Computes the standard deviation by calling variance and then sqrt'ing

    Computes the standard deviation by calling variance and then sqrt'ing

    Definition Classes
    DescriptiveStatsTrait

  14. object variance extends UFunc

    A breeze.generic.UFunc for computing the variance of objects.

    A breeze.generic.UFunc for computing the variance of objects. The method just calls meanAndVariance and returns the second result.

    Definition Classes
    DescriptiveStatsTrait

Inherited from DescriptiveStatsTrait

Inherited from AnyRef

Inherited from Any

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