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Original file line number Diff line number Diff line change
Expand Up @@ -138,22 +138,18 @@ y = mycdf( 11.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var cdf = require( '@stdlib/stats/base/dists/negative-binomial/cdf' );

var i;
var r;
var p;
var x;
var y;

for ( i = 0; i < 10; i++ ) {
x = randu() * 50;
r = randu() * 50;
p = randu();
y = cdf( x, r, p );
console.log( 'x: %d, r: %d, p: %d, F(x;r,p): %d', x.toFixed( 4 ), r.toFixed( 4 ), p.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 50.0, opts );
var r = uniform( 10, 0.0, 50.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

logEachMap( 'x: %0.4f, r: %0.4f, p: %0.4f, F(x;r,p): %0.4f', x, r, p, cdf );
```

</section>
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Original file line number Diff line number Diff line change
Expand Up @@ -18,19 +18,15 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var cdf = require( './../lib' );

var i;
var r;
var p;
var x;
var y;
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 50.0, opts );
var r = uniform( 10, 0.0, 50.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
x = randu() * 50;
r = randu() * 50;
p = randu();
y = cdf( x, r, p );
console.log( 'x: %d, r: %d, p: %d, F(x;r,p): %d', x.toFixed( 4 ), r.toFixed( 4 ), p.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'x: %0.4f, r: %0.4f, p: %0.4f, F(x;r,p): %0.4f', x, r, p, cdf );
Original file line number Diff line number Diff line change
Expand Up @@ -117,20 +117,17 @@ v = kurtosis( 20, 1.5 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var kurtosis = require( '@stdlib/stats/base/dists/negative-binomial/kurtosis' );

var v;
var i;
var r;
var p;
var opts = {
'dtype': 'float64'
};
var r = uniform( 10, 0.0, 100.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
r = randu() * 100;
p = randu();
v = kurtosis( r, p );
console.log( 'r: %d, p: %d, Kurt(X;r,p): %d', r, p.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'r: %0.4f, p: %0.4f, Kurt(X;r,p): %0.4f', r, p, kurtosis );
```

</section>
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Original file line number Diff line number Diff line change
Expand Up @@ -18,17 +18,14 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var kurtosis = require( './../lib' );

var v;
var i;
var r;
var p;
var opts = {
'dtype': 'float64'
};
var r = uniform( 10, 0.0, 100.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
r = randu() * 100;
p = randu();
v = kurtosis( r, p );
console.log( 'r: %d, p: %d, Kurt(X;r,p): %d', r, p.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'r: %0.4f, p: %0.4f, Kurt(X;r,p): %0.4f', r, p, kurtosis );
Original file line number Diff line number Diff line change
Expand Up @@ -138,23 +138,19 @@ y = mylogpmf( 10.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var round = require( '@stdlib/math/base/special/round' );
var uniform = require( '@stdlib/random/array/uniform' );
var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var logpmf = require( '@stdlib/stats/base/dists/negative-binomial/logpmf' );

var i;
var r;
var p;
var x;
var y;

for ( i = 0; i < 10; i++ ) {
x = round( randu() * 30.0 );
r = randu() * 50.0;
p = randu();
y = logpmf( x, r, p );
console.log( 'x: %d, r: %d, p: %d, ln(P(X=x;r,p)): %d', x, r, p.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var x = discreteUniform( 10, 0, 30, opts );
var r = uniform( 10, 0.0, 50.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

logEachMap( 'x: %d, r: %0.4f, p: %0.4f, ln(P(X=x;r,p)): %0.4f', x, r, p, logpmf );
```

</section>
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Original file line number Diff line number Diff line change
Expand Up @@ -18,20 +18,16 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var round = require( '@stdlib/math/base/special/round' );
var uniform = require( '@stdlib/random/array/uniform' );
var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var logpmf = require( './../lib' );

var i;
var r;
var p;
var x;
var y;
var opts = {
'dtype': 'float64'
};
var x = discreteUniform( 10, 0, 30, opts );
var r = uniform( 10, 0.0, 50.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
x = round( randu() * 30.0 );
r = randu() * 50.0;
p = randu();
y = logpmf( x, r, p );
console.log( 'x: %d, r: %d, p: %d, ln(P(X=x;r,p)): %d', x, r, p.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'x: %d, r: %0.4f, p: %0.4f, ln(P(X=x;r,p)): %0.4f', x, r, p, logpmf );
Original file line number Diff line number Diff line change
Expand Up @@ -117,20 +117,17 @@ v = mean( 20, 1.5 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mean = require( '@stdlib/stats/base/dists/negative-binomial/mean' );

var v;
var i;
var r;
var p;
var opts = {
'dtype': 'float64'
};
var r = uniform( 10, 0.0, 100.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
r = randu() * 100;
p = randu();
v = mean( r, p );
console.log( 'r: %d, p: %d, E(X;r,p): %d', r, p.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'r: %0.4f, p: %0.4f, E(X;r,p): %0.4f', r, p, mean );
```

</section>
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Original file line number Diff line number Diff line change
Expand Up @@ -18,17 +18,14 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mean = require( './../lib' );

var v;
var i;
var r;
var p;
var opts = {
'dtype': 'float64'
};
var r = uniform( 10, 0.0, 100.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
r = randu() * 100;
p = randu();
v = mean( r, p );
console.log( 'r: %d, p: %d, E(X;r,p): %d', r, p.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'r: %0.4f, p: %0.4f, E(X;r,p): %0.4f', r, p, mean );
Original file line number Diff line number Diff line change
Expand Up @@ -153,23 +153,18 @@ y = myMGF( 0.4 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var round = require( '@stdlib/math/base/special/round' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mgf = require( '@stdlib/stats/base/dists/negative-binomial/mgf' );

var p;
var r;
var t;
var y;
var i;

for ( i = 0; i < 10; i++ ) {
t = (randu() * 1.0) - 0.5;
r = randu() * 50;
p = randu();
y = mgf( t, r, p );
console.log( 't: %d, r: %d, p: %d, M_X(t;r,p): %d', t, r.toFixed( 4 ), p.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var t = uniform( 10, -0.5, 0.5, opts );
var r = uniform( 10, 0.0, 50.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

logEachMap( 't: %0.4f, r: %0.4f, p: %0.4f, M_X(t;r,p): %0.4f', t, r, p, mgf );
```

</section>
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Original file line number Diff line number Diff line change
Expand Up @@ -18,19 +18,15 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mgf = require( './../lib' );

var p;
var r;
var t;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var t = uniform( 10, -0.5, 0.5, opts );
var r = uniform( 10, 0.0, 50.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
t = (randu() * 1.0) - 0.5;
r = randu() * 50;
p = randu();
y = mgf( t, r, p );
console.log( 't: %d, r: %d, p: %d, M_X(t;r,p): %d', t, r.toFixed( 4 ), p.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 't: %0.4f, r: %0.4f, p: %0.4f, M_X(t;r,p): %0.4f', t, r, p, mgf );
Original file line number Diff line number Diff line change
Expand Up @@ -117,20 +117,17 @@ v = mode( 20, 1.5 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mode = require( '@stdlib/stats/base/dists/negative-binomial/mode' );

var v;
var i;
var r;
var p;
var opts = {
'dtype': 'float64'
};
var r = uniform( 10, 0.0, 100.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
r = randu() * 100;
p = randu();
v = mode( r, p );
console.log( 'r: %d, p: %d, mode(X;r,p): %d', r, p.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'r: %0.4f, p: %0.4f, mode(X;r,p): %0.4f', r, p, mode );
```

</section>
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Original file line number Diff line number Diff line change
Expand Up @@ -18,17 +18,14 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mode = require( './../lib' );

var v;
var i;
var r;
var p;
var opts = {
'dtype': 'float64'
};
var r = uniform( 10, 0.0, 100.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

for ( i = 0; i < 10; i++ ) {
r = randu() * 100;
p = randu();
v = mode( r, p );
console.log( 'r: %d, p: %d, mode(X;r,p): %d', r, p.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'r: %0.4f, p: %0.4f, mode(X;r,p): %0.4f', r, p, mode );
Original file line number Diff line number Diff line change
Expand Up @@ -138,23 +138,19 @@ y = mypmf( 10.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var round = require( '@stdlib/math/base/special/round' );
var uniform = require( '@stdlib/random/array/uniform' );
var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var pmf = require( '@stdlib/stats/base/dists/negative-binomial/pmf' );

var i;
var r;
var p;
var x;
var y;

for ( i = 0; i < 10; i++ ) {
x = round( randu() * 30 );
r = randu() * 50;
p = randu();
y = pmf( x, r, p );
console.log( 'x: %d, r: %d, p: %d, P(X=x;r,p): %d', x, r, p.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var x = discreteUniform( 10, 0, 30, opts );
var r = uniform( 10, 0.0, 50.0, opts );
var p = uniform( 10, 0.0, 1.0, opts );

logEachMap( 'x: %d, r: %0.4f, p: %0.4f, P(X=x;r,p): %0.4f', x, r, p, pmf );
```

</section>
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