Mcmc.Acceptance

Creation date: Thu Jul 8 18:12:07 2021.

Acceptance rates

type AcceptanceRate = Double

Acceptance rate.

data AcceptanceCounts

Number of accepted and rejected proposals.

Constructors

AcceptanceCounts

Fields

• nAccepted :: !Int
• nRejected :: !Int

Instances

FromJSON AcceptanceCounts

Defined in Mcmc.Acceptance

Methods

parseJSON :: Value -> Parser AcceptanceCounts

parseJSONList :: Value -> Parser [AcceptanceCounts]

ToJSON AcceptanceCounts

Defined in Mcmc.Acceptance

Methods

toJSON :: AcceptanceCounts -> Value

toEncoding :: AcceptanceCounts -> Encoding

toJSONList :: [AcceptanceCounts] -> Value

toEncodingList :: [AcceptanceCounts] -> Encoding

Show AcceptanceCounts

Defined in Mcmc.Acceptance

Methods

showsPrec :: Int -> AcceptanceCounts -> ShowS

show :: AcceptanceCounts -> String

showList :: [AcceptanceCounts] -> ShowS

Eq AcceptanceCounts

Defined in Mcmc.Acceptance

Methods

(==) :: AcceptanceCounts -> AcceptanceCounts -> Bool

(/=) :: AcceptanceCounts -> AcceptanceCounts -> Bool

Ord AcceptanceCounts

Defined in Mcmc.Acceptance

Methods

compare :: AcceptanceCounts -> AcceptanceCounts -> Ordering

(<) :: AcceptanceCounts -> AcceptanceCounts -> Bool

(<=) :: AcceptanceCounts -> AcceptanceCounts -> Bool

(>) :: AcceptanceCounts -> AcceptanceCounts -> Bool

(>=) :: AcceptanceCounts -> AcceptanceCounts -> Bool

max :: AcceptanceCounts -> AcceptanceCounts -> AcceptanceCounts

min :: AcceptanceCounts -> AcceptanceCounts -> AcceptanceCounts

data AcceptanceRates

Proposals based on Hamiltonian dynamics use expected acceptance rates, not counts.

Constructors

AcceptanceRates

Fields

• totalAcceptanceRate :: !Double
• nAcceptanceRates :: !Int

Instances

FromJSON AcceptanceRates

Defined in Mcmc.Acceptance

Methods

parseJSON :: Value -> Parser AcceptanceRates

parseJSONList :: Value -> Parser [AcceptanceRates]

ToJSON AcceptanceRates

Defined in Mcmc.Acceptance

Methods

toJSON :: AcceptanceRates -> Value

toEncoding :: AcceptanceRates -> Encoding

toJSONList :: [AcceptanceRates] -> Value

toEncodingList :: [AcceptanceRates] -> Encoding

Show AcceptanceRates

Defined in Mcmc.Acceptance

Methods

showsPrec :: Int -> AcceptanceRates -> ShowS

show :: AcceptanceRates -> String

showList :: [AcceptanceRates] -> ShowS

Eq AcceptanceRates

Defined in Mcmc.Acceptance

Methods

(==) :: AcceptanceRates -> AcceptanceRates -> Bool

(/=) :: AcceptanceRates -> AcceptanceRates -> Bool

data Acceptance

Stored actual acceptance counts and maybe expected acceptance rates.

Instances

FromJSON Acceptance

Defined in Mcmc.Acceptance

Methods

parseJSON :: Value -> Parser Acceptance

parseJSONList :: Value -> Parser [Acceptance]

ToJSON Acceptance

Defined in Mcmc.Acceptance

Methods

toJSON :: Acceptance -> Value

toEncoding :: Acceptance -> Encoding

toJSONList :: [Acceptance] -> Value

toEncodingList :: [Acceptance] -> Encoding

Show Acceptance

Defined in Mcmc.Acceptance

Methods

showsPrec :: Int -> Acceptance -> ShowS

show :: Acceptance -> String

showList :: [Acceptance] -> ShowS

Eq Acceptance

Defined in Mcmc.Acceptance

Methods

(==) :: Acceptance -> Acceptance -> Bool

(/=) :: Acceptance -> Acceptance -> Bool

data Acceptances k

For each key k, store the number of accepted and rejected proposals.

Instances

(Ord k, FromJSONKey k) => FromJSON (Acceptances k)

Defined in Mcmc.Acceptance

Methods

parseJSON :: Value -> Parser (Acceptances k)

parseJSONList :: Value -> Parser [Acceptances k]

ToJSONKey k => ToJSON (Acceptances k)

Defined in Mcmc.Acceptance

Methods

toJSON :: Acceptances k -> Value

toEncoding :: Acceptances k -> Encoding

toJSONList :: [Acceptances k] -> Value

toEncodingList :: [Acceptances k] -> Encoding

Show k => Show (Acceptances k)

Defined in Mcmc.Acceptance

Methods

showsPrec :: Int -> Acceptances k -> ShowS

show :: Acceptances k -> String

showList :: [Acceptances k] -> ShowS

Eq k => Eq (Acceptances k)

Defined in Mcmc.Acceptance

Methods

(==) :: Acceptances k -> Acceptances k -> Bool

(/=) :: Acceptances k -> Acceptances k -> Bool

emptyA :: Ord k => [k] -> Acceptances k

In the beginning there was the Word.

Initialize an empty storage of accepted/rejected values.

pushAccept :: Ord k => Maybe AcceptanceRates -> k -> Acceptances k -> Acceptances k

For key k, add an accept.

pushReject :: Ord k => Maybe AcceptanceRates -> k -> Acceptances k -> Acceptances k

For key k, add a reject.

data ResetAcceptance

Reset acceptance specification.

Constructors

ResetEverything

Reset actual acceptance counts and expected acceptance rates.

ResetExpectedRatesOnly

Only reset expected acceptance rates.

resetA :: Ord k => ResetAcceptance -> Acceptances k -> Acceptances k

Reset acceptance counts.

transformKeysA :: (Ord k1, Ord k2) => [(k1, k2)] -> Acceptances k1 -> Acceptances k2

Transform keys using the given lists. Keys not provided will not be present in the new Acceptance variable.

acceptanceRate

Arguments

:: Ord k

=> k

-> Acceptances k

-> (Int, Int, Maybe AcceptanceRate, Maybe AcceptanceRate)

(nAccepts, nRejects, actualRate, expectedRate)

Compute acceptance counts, and actual and expected acceptances rates for a specific proposal.

Return Just (accepts, rejects, acceptance rate).

Return Nothing if no proposals have been accepted or rejected (division by zero).

acceptanceRates :: Acceptances k -> Map k (Maybe AcceptanceRate)

Compute actual acceptance rates for all proposals.

Set rate to Nothing if no proposals have been accepted or rejected (division by zero).