diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/factory.js index ea70547ff5de..7cd833ec03c1 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/factory.js @@ -22,7 +22,7 @@ var constantFunction = require( '@stdlib/utils/constant-function' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); -var ln = require( '@stdlib/math/base/special/ln' ); +var log1p = require( '@stdlib/math/base/special/log1p' ); var PINF = require( '@stdlib/constants/float64/pinf' ); @@ -63,7 +63,7 @@ function factory( lambda ) { if ( isnan( p ) || p < 0.0 || p > 1.0 ) { return NaN; } - return -ln( 1.0 - p ) / lambda; + return -log1p( -p ) / lambda; } } diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/main.js index 5c155ec9a110..123bb2a65c34 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/lib/main.js @@ -21,7 +21,7 @@ // MODULES // var isnan = require( '@stdlib/math/base/assert/is-nan' ); -var ln = require( '@stdlib/math/base/special/ln' ); +var log1p = require( '@stdlib/math/base/special/log1p' ); var PINF = require( '@stdlib/constants/float64/pinf' ); @@ -74,7 +74,7 @@ function quantile( p, lambda ) { ) { return NaN; } - return -ln( 1.0 - p ) / lambda; + return -log1p( -p ) / lambda; } diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/manifest.json index 602f9520c149..d3f016c3e834 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/manifest.json +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/manifest.json @@ -41,7 +41,7 @@ "@stdlib/math/base/napi/binary", "@stdlib/math/base/assert/is-nan", "@stdlib/constants/float64/pinf", - "@stdlib/math/base/special/ln" + "@stdlib/math/base/special/log1p" ] }, { @@ -59,7 +59,7 @@ "@stdlib/math/base/assert/is-nan", "@stdlib/constants/float64/eps", "@stdlib/constants/float64/pinf", - "@stdlib/math/base/special/ln" + "@stdlib/math/base/special/log1p" ] }, { @@ -76,7 +76,7 @@ "dependencies": [ "@stdlib/math/base/assert/is-nan", "@stdlib/constants/float64/pinf", - "@stdlib/math/base/special/ln" + "@stdlib/math/base/special/log1p" ] } ] diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/src/main.c index 56785730ff6d..469374a8b097 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/src/main.c +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/src/main.c @@ -19,7 +19,7 @@ #include "stdlib/stats/base/dists/exponential/quantile.h" #include "stdlib/math/base/assert/is_nan.h" #include "stdlib/constants/float64/pinf.h" -#include "stdlib/math/base/special/ln.h" +#include "stdlib/math/base/special/log1p.h" /** * Evaluates the quantile function for an exponential distribution with rate parameter `lambda` at a probability `p`. @@ -42,5 +42,5 @@ double stdlib_base_dists_exponential_quantile( const double p, const double lamb ) { return 0.0 / 0.0; // NaN } - return -stdlib_base_ln( 1.0 - p ) / lambda; + return -stdlib_base_log1p( -p ) / lambda; } diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/REQUIRE b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/REQUIRE new file mode 100644 index 000000000000..308c3be89c85 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/REQUIRE @@ -0,0 +1,2 @@ +julia 1.5 +JSON 0.21 diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/runner.jl b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/runner.jl new file mode 100644 index 000000000000..85e6f67b05e2 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/runner.jl @@ -0,0 +1,73 @@ +#!/usr/bin/env julia +# +# @license Apache-2.0 +# +# Copyright (c) 2026 The Stdlib Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import JSON + +""" + gen( p, lambda, name ) + +Generate fixture data and write to file. + +The quantile is evaluated in extended precision from the textbook formula `-ln(1-p) / lambda`, as forming `1-p` in double precision rounds away the low-order bits of `p` (all of them for `p < 2^-53`). + +# Arguments + +* `p`: input value +* `lambda`: rate parameter +* `name::AbstractString`: output filename + +# Examples + +``` julia +julia> p = rand( 1000 ); +julia> lambda = rand( 1000 ) .* 100.0; +julia> gen( p, lambda, "data.json" ); +``` +""" +function gen( p, lambda, name ) + z = setprecision( BigFloat, 2048 ) do + Float64.( .-log.( 1 .- BigFloat.( p ) ) ./ BigFloat.( lambda ) ) + end + + # Store data to be written to file as a collection: + data = Dict([ + ("p", p), + ("lambda", lambda), + ("expected", z) + ]); + + # Based on the script directory, create an output filepath: + filepath = joinpath( dir, name ); + + # Write the data to the output filepath as JSON: + outfile = open( filepath, "w" ); + write( outfile, JSON.json(data) ); + write( outfile, "\n" ); + close( outfile ); +end + +# Get the filename: +file = @__FILE__; + +# Extract the directory in which this file resides: +dir = dirname( file ); + +# Small `p`: +p = exp10.( range( -300.0, stop = -1.0, length = 1000 ) ); +lambda = ( rand( 1000 ) .* 100.0 ) .+ 0.1; +gen( p, lambda, "small_p.json" ); diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/small_p.json b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/small_p.json new file mode 100644 index 000000000000..646b680abaea --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/fixtures/julia/small_p.json @@ -0,0 +1 @@ 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diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.factory.js b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.factory.js index 90460d762662..852e0140e400 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.factory.js @@ -31,6 +31,7 @@ var factory = require( './../lib/factory.js' ); // FIXTURES // var data = require( './fixtures/r/data.json' ); +var smallP = require( './fixtures/julia/small_p.json' ); var i; for ( i = 0; i < data.expected.length; i++ ) { if ( data.expected[ i ] === 'Inf' ) { @@ -135,7 +136,26 @@ tape( 'the created function evaluates the quantile for `x` given parameter `lamb for ( i = 0; i < x.length; i++ ) { quantile = factory( lambda[i] ); y = quantile( x[i] ); - t.strictEqual( isAlmostSameValue( y, expected[ i ], 172 ), true, 'returns expected value' ); + t.strictEqual( isAlmostSameValue( y, expected[ i ], 2 ), true, 'returns expected value' ); + } + t.end(); +}); + +tape( 'the created function evaluates the quantile for small `x`', function test( t ) { + var expected; + var quantile; + var lambda; + var x; + var y; + var i; + + expected = smallP.expected; + x = smallP.p; + lambda = smallP.lambda; + for ( i = 0; i < x.length; i++ ) { + quantile = factory( lambda[i] ); + y = quantile( x[i] ); + t.strictEqual( isAlmostSameValue( y, expected[ i ], 1 ), true, 'returns expected value' ); } t.end(); }); diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.native.js index 0acae0629aa1..f8558db0f9ac 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.native.js @@ -40,6 +40,7 @@ var opts = { // FIXTURES // var data = require( './fixtures/r/data.json' ); +var smallP = require( './fixtures/julia/small_p.json' ); var i; for ( i = 0; i < data.expected.length; i++ ) { if ( data.expected[ i ] === 'Inf' ) { @@ -120,7 +121,24 @@ tape( 'the function evaluates the quantile for `x` given parameter `lambda`', op lambda = data.lambda; for ( i = 0; i < x.length; i++ ) { y = quantile( x[i], lambda[i] ); - t.strictEqual( isAlmostSameValue( y, expected[ i ], 172 ), true, 'returns expected value' ); + t.strictEqual( isAlmostSameValue( y, expected[ i ], 2 ), true, 'returns expected value' ); + } + t.end(); +}); + +tape( 'the function evaluates the quantile for small `x`', opts, function test( t ) { + var expected; + var lambda; + var x; + var y; + var i; + + expected = smallP.expected; + x = smallP.p; + lambda = smallP.lambda; + for ( i = 0; i < x.length; i++ ) { + y = quantile( x[i], lambda[i] ); + t.strictEqual( isAlmostSameValue( y, expected[ i ], 1 ), true, 'returns expected value' ); } t.end(); }); diff --git a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.quantile.js b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.quantile.js index 8813538a058f..e7f07a6adc6a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.quantile.js +++ b/lib/node_modules/@stdlib/stats/base/dists/exponential/quantile/test/test.quantile.js @@ -31,6 +31,7 @@ var quantile = require( './../lib' ); // FIXTURES // var data = require( './fixtures/r/data.json' ); +var smallP = require( './fixtures/julia/small_p.json' ); var i; for ( i = 0; i < data.expected.length; i++ ) { if ( data.expected[ i ] === 'Inf' ) { @@ -111,7 +112,24 @@ tape( 'the function evaluates the quantile for `x` given parameter `lambda`', fu lambda = data.lambda; for ( i = 0; i < x.length; i++ ) { y = quantile( x[i], lambda[i] ); - t.strictEqual( isAlmostSameValue( y, expected[ i ], 172 ), true, 'returns expected value' ); + t.strictEqual( isAlmostSameValue( y, expected[ i ], 2 ), true, 'returns expected value' ); + } + t.end(); +}); + +tape( 'the function evaluates the quantile for small `x`', function test( t ) { + var expected; + var lambda; + var x; + var y; + var i; + + expected = smallP.expected; + x = smallP.p; + lambda = smallP.lambda; + for ( i = 0; i < x.length; i++ ) { + y = quantile( x[i], lambda[i] ); + t.strictEqual( isAlmostSameValue( y, expected[ i ], 1 ), true, 'returns expected value' ); } t.end(); });