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FamilySpecKind

gam_problem::types

Enum FamilySpecKind 

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pub enum FamilySpecKind {

Show 16 variants    GaussianIdentity,
    PoissonLog,
    GammaLog,
    TweedieLog {
        p: f64,
    },
    NegativeBinomialLog {
        theta: f64,
    },
    BetaLogit {
        phi: f64,
    },
    RoystonParmar,
    BinomialLogit,
    BinomialProbit,
    BinomialCLogLog,
    BinomialLogLog,
    BinomialCauchit,
    BinomialLatentCLogLog(LatentCLogLogState),
    BinomialSas(SasLinkState),
    BinomialBetaLogistic(SasLinkState),
    BinomialMixture(MixtureLinkState),

}
Expand description

Legal-only enumeration of the (ResponseFamily, InverseLink) cells the engine recognises. LikelihoodSpec is the product type with ~40 nominal cells (8 response variants × 5 inverse-link variants), but only the cells listed here are honoured by the family math; the rest are silently masked by fallback arms. FamilySpecKind is the canonical projection used by naming, predicates, and dispatch.

Variants§

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GaussianIdentity

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PoissonLog

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GammaLog

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TweedieLog

Fields

§p: f64
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NegativeBinomialLog

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§theta: f64
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BetaLogit

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§phi: f64
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RoystonParmar

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BinomialLogit

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BinomialProbit

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BinomialCLogLog

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BinomialLogLog

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BinomialCauchit

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BinomialLatentCLogLog(LatentCLogLogState)

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BinomialSas(SasLinkState)

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BinomialBetaLogistic(SasLinkState)

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BinomialMixture(MixtureLinkState)

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impl FamilySpecKind

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pub const fn name(&self) -> &'static str

Short identifier matching the legacy LikelihoodSpec::name() strings.

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pub const fn pretty_name(&self) -> &'static str

Human-readable label matching the legacy LikelihoodSpec::pretty_name() strings.

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pub const fn is_binomial(&self) -> bool

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pub const fn is_gaussian_identity(&self) -> bool

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pub const fn is_royston_parmar(&self) -> bool

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pub const fn is_latent_cloglog(&self) -> bool

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pub const fn is_binomial_mixture(&self) -> bool

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pub const fn is_binomial_sas(&self) -> bool

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pub const fn is_binomial_beta_logistic(&self) -> bool

Trait Implementations§

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impl Clone for FamilySpecKind

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fn clone(&self) -> FamilySpecKind

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FamilySpecKind

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for FamilySpecKind

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fn deserialize<__D>( __deserializer: __D, ) -> Result<FamilySpecKind, <__D as Deserializer<'de>>::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl PartialEq for FamilySpecKind

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fn eq(&self, other: &FamilySpecKind) -> bool

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl Serialize for FamilySpecKind

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fn serialize<__S>( &self, __serializer: __S, ) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl StructuralPartialEq for FamilySpecKind

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> ByRef<T> for T

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fn by_ref(&self) -> &T

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Imply<T> for U
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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> Same for T

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type Output = T

Should always be Self
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impl<T> Scalar for T
where T: 'static + Clone + PartialEq + Debug,

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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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type Error = !

The type returned in the event of a conversion error.
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Performs the conversion.
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type Error = <U as TryFrom<T>>::Error

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Performs the conversion.
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fn vzip(self) -> V