mml

Class NormalUPM.Est

java.lang.Object

la.la.Value

la.la.Function

la.la.Function.Native

mml.Estimator

mml.UPModel.Est

mml.NormalUPM.Est

All Implemented Interfaces:

java.lang.Comparable<Value>

Enclosing class:

NormalUPM

public class NormalUPM.Est
extends UPModel.Est

The standard Estimator for a Normal Model with unknown μ and σ. There is also a convenience function, NormalUPM.estimator(la.la.Value). Also see NormalMu.Est.

Nested Class Summary

Nested classes/interfaces inherited from class la.la.Function.Native

Function.Native.WithInverse

Nested classes/interfaces inherited from class la.la.Function

Function.Cts2Cts, Function.Cts2Cts2Cts, Function.CtsD2CtsD, Function.HasInverse, Function.Native, Function.Native2, Function.Native3

Nested classes/interfaces inherited from class la.la.Value

Value.Atomic, Value.Bool, Value.Char, Value.Chars, Value.Cts, Value.Defer, Value.Discrete, Value.Enum, Value.Inc_Or, Value.Int, Value.Lambda, Value.List, Value.Maybe, Value.Option, Value.Real, Value.Scannable, Value.Structured, Value.Triv, Value.Tuple

Field Summary

Fields inherited from class mml.Estimator

params

Fields inherited from class la.la.Value

C, comparator, CR, E, eight, ffalse, five, fiveR, four, fourR, half, negCR, negOne, negOneR, negTenR, nilVal, nine, None, one, oneR, PI, PIby2, point01, point1, point5, point9, quarter, seven, six, ten, tenR, three, threeR, triv, ttrue, two, twoR, zero, zeroR

Constructor Summary

Constructors

Constructor and Description
Est(Value ps) ps = ⟨ μmin, μmax, σmin, σmax ⟩, uniform prior on μ and 1/σ on σ, in bounds.

Method Summary

Modifier and Type	Method and Description
NormalUPM.M	ss2Model(Value ss) Given statistics, ss = stats(ds), of a data-set, ds, estimate an M, i.e., μ and σ.

Methods inherited from class mml.UPModel.Est

defnParams, sp2Model, stats, stats, toString

Methods inherited from class mml.Estimator

apply, asUPModel, ds2Model, ds2ModelSp, ss2ModelSp, stats, stats

Methods inherited from class la.la.Function

bOp, fromBop, fromUop, main, type, uOp

Methods inherited from class la.la.Value

AoM, bOp, compareTo, cons, cts, elt, errMsg, error, force, isTuple, just, n, nElts, nlAoM, pair, print, quad, real, RTE, triple, tuple, UOE, x

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

Est

public Est(Value ps)

ps = ⟨ μ_min, μ_max, σ_min, σ_max ⟩, uniform prior on μ and 1/σ on σ, in bounds.

Method Detail

ss2Model

public NormalUPM.M ss2Model(Value ss)

Given statistics, ss = stats(ds), of a data-set, ds, estimate an M, i.e., μ and σ.

Specified by:

ss2Model in class Estimator