stats library
Statistical computations and algorithms.
Classes
- BernoulliDistribution
-
The Bernoulli distribution is a discrete probability distribution which
takes value 1 with probability
p
and value 0 with probabilityq = 1 − p
. - BinomialDistribution
- The Binomial distribution is a discrete probability distribution which describes the number of successes in a series of independent yes/no experiments all with the same probability of success.
- ContinuousDistribution
- Abstract interface of all continuous distributions.
- DegenerateDistribution
- The Degenerate distribution, a continuous probability distribution that is certain to take the value k.
- DiscreteDistribution
- Abstract interface of all continuous distributions.
-
Distribution<
T> - Abstract interface of all distributions.
- ExponentialDistribution
- The exponential distribution.
- GammaDistribution
- The gamma distribution.
- InverseGammaDistribution
- The inverse gamma distribution.
-
Jackknife<
T> - A deterministic resampling technique to estimate variance, bias, and confidence intervals.
- LogNormalDistribution
- Log-normal distribution of a random variable whose logarithm is normally distributed.
- NegativeBinomialDistribution
- The Binomial distribution is a discrete probability distribution which models the number of successes in a sequence of independent and identically distributed Bernoulli trials before a specified (non-random) number of failures (denoted r) occurs.
- NormalDistribution
- Normal (or Gaussian) distribution described by the mean or expectation of the distribution and its standard deviation.
- PoissonDistribution
- The Poisson distribution is a discrete probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time or space if these events occur with a known constant mean rate and independently of the time since the last event.
- RademacherDistribution
- The Rademacher distribution is a discrete probability function which takes value 1 with probability 1/2 and value −1 with probability 1/2.
- StudentDistribution
- The Student's t-distribution.
- UniformDiscreteDistribution
- A discrete uniform distribution between a and b, for details see https://en.wikipedia.org/wiki/Discrete_uniform_distribution.
- UniformDistribution
- The continuous uniform distribution between the bounds a and b. The distribution describes an experiment where there is an arbitrary outcome that lies between certain bounds.
- WeibullDistribution
- The Weibull distribution.
Extensions
Exceptions / Errors
- InvalidProbability
- Error of an invalid probability outside the range of 0 to 1.