From 937559546ead16b3e49b7f0d96e778f4cdb6d624 Mon Sep 17 00:00:00 2001 From: Harsh Thakkar Date: Sun, 1 Nov 2026 11:22:39 +0530 Subject: [PATCH] fix: return MGF for the number of failures in `stats/base/dists/geometric/mgf` --- .../stats/base/dists/geometric/mgf/README.md | 14 +++++++------- .../stats/base/dists/geometric/mgf/lib/factory.js | 4 ++-- .../stats/base/dists/geometric/mgf/lib/index.js | 6 +++--- .../stats/base/dists/geometric/mgf/lib/main.js | 6 +++--- .../stats/base/dists/geometric/mgf/lib/native.js | 4 ++-- .../stats/base/dists/geometric/mgf/src/main.c | 4 ++-- .../geometric/mgf/test/fixtures/julia/large_p.json | 2 +- .../geometric/mgf/test/fixtures/julia/small_p.json | 2 +- .../base/dists/geometric/mgf/test/test.mgf.js | 5 ++--- .../base/dists/geometric/mgf/test/test.native.js | 5 ++--- 10 files changed, 25 insertions(+), 27 deletions(-) diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/README.md index 59cb483c5f20..9b8f74caa8e5 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/README.md @@ -28,13 +28,13 @@ limitations under the License. The [moment-generating function][mgf] for a [geometric][geometric-distribution] random variable is - + ```math -M_X(t) := \mathbb{E}\!\left[e^{tX}\right] = \frac{pe^t}{1-(1-p) e^t} \text{ for } t<-\ln(1-p) +M_X(t) := \mathbb{E}\!\left[e^{tX}\right] = \frac{p}{1-(1-p) e^t} \text{ for } t<-\ln(1-p) ``` - @@ -63,10 +63,10 @@ Evaluates the moment-generating function ([MGF][mgf]) of a [geometric][geometric ```javascript var y = mgf( 0.2, 0.5 ); -// returns ~1.569 +// returns ~1.284 y = mgf( 0.4, 0.5 ); -// returns ~2.936 +// returns ~1.968 ``` If provided `NaN` as any argument, the function returns `NaN`. @@ -103,7 +103,7 @@ Returns a function for evaluating the [moment-generating function][mgf] of a [ge ```javascript var mymgf = mgf.factory( 0.8 ); var y = mymgf( -0.2 ); -// returns ~0.783 +// returns ~0.957 ``` @@ -176,7 +176,7 @@ Evaluates the [moment-generating function][mgf] of a [geometric][geometric-distr ```c double out = stdlib_base_dists_geometric_mgf( 0.2, 0.5 ); -// returns ~1.569 +// returns ~1.284 ``` The function accepts the following arguments: diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/factory.js b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/factory.js index d9d74dae0a1f..dcec1ce45c5e 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/factory.js +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/factory.js @@ -38,7 +38,7 @@ var ln = require( '@stdlib/math/base/special/ln' ); * @example * var mgf = factory( 0.8 ); * var y = mgf( -0.2 ); -* // returns ~0.783 +* // returns ~0.957 */ function factory( p ) { if ( !isProbability( p ) ) { @@ -68,7 +68,7 @@ function factory( p ) { return NaN; } et = exp( t ); - return ( p * et ) / ( 1.0 - (q * et )); + return p / ( 1.0 - (q * et )); } } diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/index.js b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/index.js index 1decc320a1f1..d9a9c3c5e758 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/index.js +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/index.js @@ -27,14 +27,14 @@ * var mgf = require( '@stdlib/stats/base/dists/geometric/mgf' ); * * var y = mgf( 0.2, 0.5 ); -* // returns ~1.569 +* // returns ~1.284 * * y = mgf( 0.4, 0.5 ); -* // returns ~2.936 +* // returns ~1.968 * * var mymgf = mgf.factory( 0.8 ); * y = mymgf( -0.2 ); -* // returns ~0.783 +* // returns ~0.957 */ // MODULES // diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/main.js index 8126d1911512..441c2fa6d298 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/main.js +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/main.js @@ -37,11 +37,11 @@ var ln = require( '@stdlib/math/base/special/ln' ); * * @example * var y = mgf( 0.2, 0.5 ); -* // returns ~1.569 +* // returns ~1.284 * * @example * var y = mgf( 0.4, 0.5 ); -* // returns ~2.936 +* // returns ~1.968 * * @example * // Case: t >= -ln(1-p) @@ -75,7 +75,7 @@ function mgf( t, p ) { return NaN; } et = exp( t ); - return ( p * et ) / ( 1.0 - (q * et) ); + return p / ( 1.0 - (q * et) ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/native.js index d53f5be5492c..a706a9b90e3a 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/lib/native.js @@ -35,11 +35,11 @@ var addon = require( './../src/addon.node' ); * * @example * var y = mgf( 0.2, 0.5 ); -* // returns ~1.569 +* // returns ~1.284 * * @example * var y = mgf( 0.4, 0.5 ); -* // returns ~2.936 +* // returns ~1.968 * * @example * // Case: t >= -ln(1-p) diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/src/main.c index e9d0ddd26b07..3d333b0ba78c 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/src/main.c +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/src/main.c @@ -30,7 +30,7 @@ * * @example * double y = stdlib_base_dists_geometric_mgf( 0.2, 0.5 ); -* // returns ~1.569 +* // returns ~1.284 */ double stdlib_base_dists_geometric_mgf( const double t, const double p ) { if ( @@ -45,5 +45,5 @@ double stdlib_base_dists_geometric_mgf( const double t, const double p ) { if ( t >= -stdlib_base_ln( q ) ) { return 0.0/0.0; // NaN } - return ( p * stdlib_base_exp( t ) ) / ( 1.0 - ( q * stdlib_base_exp( t ) ) ); + return p / ( 1.0 - ( q * stdlib_base_exp( t ) ) ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/large_p.json b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/large_p.json index c791b8fa41eb..3b7bb5f13f16 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/large_p.json +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/large_p.json @@ -1 +1 @@ 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diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/small_p.json b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/small_p.json index ad574cb277d0..95b9044fddf0 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/small_p.json +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/fixtures/julia/small_p.json @@ -1 +1 @@ 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diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.mgf.js b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.mgf.js index df6de4366a2f..1352dac001ba 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.mgf.js +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.mgf.js @@ -27,7 +27,6 @@ var PINF = require( '@stdlib/constants/float64/pinf' ); var NINF = require( '@stdlib/constants/float64/ninf' ); var isfinite = require( '@stdlib/math/base/assert/is-finite' ); var ln = require( '@stdlib/math/base/special/ln' ); -var exp = require( '@stdlib/math/base/special/exp' ); var mgf = require( './../lib' ); @@ -150,11 +149,11 @@ tape( 'the function returns `NaN` when `p` equals `0`', function test( t ) { t.end(); }); -tape( 'the function returns `e^t` when `p` equals `1`', function test( t ) { +tape( 'the function returns `1` when `p` equals `1`', function test( t ) { var y; y = mgf( 0.5, 1.0 ); - t.strictEqual( y, exp( 0.5 ), 'returns expected value' ); + t.strictEqual( y, 1.0, 'returns expected value' ); t.end(); }); diff --git a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.native.js index 3b7eb60135a5..e86fd36ae93c 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.native.js +++ b/lib/node_modules/@stdlib/stats/base/dists/geometric/mgf/test/test.native.js @@ -29,7 +29,6 @@ var PINF = require( '@stdlib/constants/float64/pinf' ); var NINF = require( '@stdlib/constants/float64/ninf' ); var isfinite = require( '@stdlib/math/base/assert/is-finite' ); var ln = require( '@stdlib/math/base/special/ln' ); -var exp = require( '@stdlib/math/base/special/exp' ); // FIXTURES // @@ -159,11 +158,11 @@ tape( 'the function returns `NaN` when `p` equals `0`', opts, function test( t ) t.end(); }); -tape( 'the function returns `e^t` when `p` equals `1`', opts, function test( t ) { +tape( 'the function returns `1` when `p` equals `1`', opts, function test( t ) { var y; y = mgf( 0.5, 1.0 ); - t.strictEqual( y, exp( 0.5 ), 'returns expected value' ); + t.strictEqual( y, 1.0, 'returns expected value' ); t.end(); });