| Safe Haskell | None |
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HLearn.Models.Distributions.Moments
Description
The method of moments can be used to estimate a number of commonly used distributions. This module is still under construction as I work out the best way to handle morphisms from the Moments type to types of other distributions. For more information, see the wikipedia entry: https://en.wikipedia.org/wiki/Method_of_moments_(statistics)
Documentation
data MomentsParams Source
Constructors
| MomentsParams |
Instances
| (Semigroup (Moments prob n), Monoid (Moments prob n), Model MomentsParams (Moments prob n), Unbox prob, Fractional prob, SingI Nat n) => HomTrainer MomentsParams prob (Moments prob n) | |
| Model MomentsParams (Moments prob n) | |
| Model MomentsParams (Moments prob n) => DefaultModel MomentsParams (Moments prob n) | |
| (Unbox prob, Fractional prob) => Morphism (Normal prob) MomentsParams (Moments prob 2) |
Instances
| (Semigroup (Moments prob n), Monoid (Moments prob n), Model MomentsParams (Moments prob n), Unbox prob, Fractional prob, SingI Nat n) => HomTrainer MomentsParams prob (Moments prob n) | |
| Model MomentsParams (Moments prob n) | |
| Model MomentsParams (Moments prob n) => DefaultModel MomentsParams (Moments prob n) | |
| (Fractional prob, Unbox prob) => LeftOperator prob (Moments prob n) | |
| (Fractional prob, Unbox prob) => RightOperator prob (Moments prob n) | |
| (Unbox prob, Fractional prob) => Morphism (Normal prob) MomentsParams (Moments prob 2) | |
| (Eq prob, Unbox prob) => Eq (Moments prob n) | |
| (Eq (Moments prob n), Ord prob, Unbox prob) => Ord (Moments prob n) | |
| (Read prob, Unbox prob) => Read (Moments prob n) | |
| (Show prob, Unbox prob) => Show (Moments prob n) | |
| (Num prob, Unbox prob) => Semigroup (Moments prob n) | |
| (Num prob, Unbox prob, SingI Nat n) => Monoid (Moments prob n) | |
| (Semigroup (Moments prob n), Num prob, Unbox prob) => RegularSemigroup (Moments prob n) | |
| (Unbox prob, Fractional prob) => Morphism (Moments prob 2) NormalParams (Normal prob) | |
| (Unbox prob, Fractional prob) => Morphism (Moments prob 2) BetaParams (Beta prob) |