# normal

A simple library for working with the normal probability distribution.

## Usage

A simple usage example:

``````import 'package:normal/normal.dart';

void main() {
final d = Normal(),
xs = [for (var i = 0; i < 14; i++) (i - 6) / 2],
ps = [for (var i = 1; i < 10; i++) i / 10.0];

// Probability density function.
print('\nNormal.pdf\n----------\n');
for (final x in xs) {
final p = d.pdf(x);
print(
'\${x.toString().padLeft(4)} |\${' ' * (p * 30).round()}:\${p.toStringAsFixed(4)}');
}

// Cumulative density function.
print('\nNormal.cdf\n----------\n');
for (final x in xs) {
final p = d.cdf(x);
print(
'\${x.toString().padLeft(4)} |\${' ' * (p * 40).round()}:\${p.toStringAsFixed(4)}');
}

// Quantile function.
print('\nNormal.inverseCdf\n-----------------\n');
for (final p in ps) {
final x = d.quantile(p);
}

// Generate random numbers.
print('\nNormal.generate\n---------------\n');
for (final x in d.generate(10, seed: 0)) {
}
}
``````

Output:

``````Normal.pdf
----------

-3.0 |:0.0044
-2.5 | :0.0175
-2.0 |  :0.0540
-1.5 |    :0.1295
-1.0 |       :0.2420
-0.5 |           :0.3521
0.0 |            :0.3989
0.5 |           :0.3521
1.0 |       :0.2420
1.5 |    :0.1295
2.0 |  :0.0540
2.5 | :0.0175
3.0 |:0.0044
3.5 |:0.0009

Normal.cdf
----------

-3.0 |:0.0013
-2.5 |:0.0062
-2.0 | :0.0228
-1.5 |   :0.0668
-1.0 |      :0.1587
-0.5 |            :0.3085
0.0 |                    :0.5000
0.5 |                            :0.6915
1.0 |                                  :0.8413
1.5 |                                     :0.9332
2.0 |                                       :0.9772
2.5 |                                        :0.9938
3.0 |                                        :0.9987
3.5 |                                        :0.9998

Normal.inverseCdf
-----------------

0.1     -1.2817
0.2     -0.8415
0.3     -0.5240
0.4     -0.2529
0.5     -0.0000
0.6      0.2529
0.7      0.5240
0.8      0.8415
0.9      1.2817

Normal.generate
---------------

0.4679
-0.2936
0.1079
0.2815
0.6585
0.6758
0.3304
-1.0116
0.1754
1.1171
``````

## Features and bugs

Thanks for your interest in normal. Please submit any issues you encounter.

## Libraries

normal
Support for working with the normal probability distribution.