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| 1 | +/* |
| 2 | +* @license Apache-2.0 |
| 3 | +* |
| 4 | +* Copyright (c) 2019 The Stdlib Authors. |
| 5 | +* |
| 6 | +* Licensed under the Apache License, Version 2.0 (the "License"); |
| 7 | +* you may not use this file except in compliance with the License. |
| 8 | +* You may obtain a copy of the License at |
| 9 | +* |
| 10 | +* http://www.apache.org/licenses/LICENSE-2.0 |
| 11 | +* |
| 12 | +* Unless required by applicable law or agreed to in writing, software |
| 13 | +* distributed under the License is distributed on an "AS IS" BASIS, |
| 14 | +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 15 | +* See the License for the specific language governing permissions and |
| 16 | +* limitations under the License. |
| 17 | +*/ |
| 18 | + |
| 19 | +// TypeScript Version: 2.0 |
| 20 | + |
| 21 | +/// <reference types="@stdlib/types"/> |
| 22 | + |
| 23 | +import * as random from '@stdlib/types/random'; |
| 24 | + |
| 25 | +/** |
| 26 | +* Interface defining `factory` options. |
| 27 | +*/ |
| 28 | +interface Options { |
| 29 | + /** |
| 30 | + * Pseudorandom number generator which generates uniformly distributed pseudorandom numbers. |
| 31 | + */ |
| 32 | + prng?: random.PRNG; |
| 33 | + |
| 34 | + /** |
| 35 | + * Pseudorandom number generator seed. |
| 36 | + */ |
| 37 | + seed?: random.PRNGSeedMT19937; |
| 38 | + |
| 39 | + /** |
| 40 | + * Pseudorandom number generator state. |
| 41 | + */ |
| 42 | + state?: random.PRNGStateMT19937; |
| 43 | + |
| 44 | + /** |
| 45 | + * Specifies whether to copy a provided pseudorandom number generator state. |
| 46 | + */ |
| 47 | + copy?: boolean; |
| 48 | +} |
| 49 | + |
| 50 | +/** |
| 51 | +* Interface for PRNG properties and methods. |
| 52 | +*/ |
| 53 | +interface PRNG { |
| 54 | + /** |
| 55 | + * Generator name. |
| 56 | + */ |
| 57 | + readonly NAME: string; |
| 58 | + |
| 59 | + /** |
| 60 | + * Underlying pseudorandom number generator. |
| 61 | + */ |
| 62 | + readonly PRNG: random.PRNG; |
| 63 | + |
| 64 | + /** |
| 65 | + * PRNG seed. |
| 66 | + */ |
| 67 | + readonly seed: random.PRNGSeedMT19937; |
| 68 | + |
| 69 | + /** |
| 70 | + * PRNG seed length. |
| 71 | + */ |
| 72 | + readonly seedLength: number; |
| 73 | + |
| 74 | + /** |
| 75 | + * PRNG state. |
| 76 | + */ |
| 77 | + state: random.PRNGStateMT19937; |
| 78 | + |
| 79 | + /** |
| 80 | + * PRNG state length. |
| 81 | + */ |
| 82 | + readonly stateLength: number; |
| 83 | + |
| 84 | + /** |
| 85 | + * PRNG state size (in bytes). |
| 86 | + */ |
| 87 | + readonly byteLength: number; |
| 88 | + |
| 89 | + /** |
| 90 | + * Serializes the pseudorandom number generator as a JSON object. |
| 91 | + * |
| 92 | + * @returns JSON representation |
| 93 | + */ |
| 94 | + toJSON(): string; |
| 95 | +} |
| 96 | + |
| 97 | +/** |
| 98 | +* Interface for generating pseudorandom numbers from a hypergeometric distribution with pre-specified parameter values. |
| 99 | +*/ |
| 100 | +interface NullaryFunction extends PRNG { |
| 101 | + /** |
| 102 | + * Returns a pseudorandom number drawn from a hypergeometric distribution. |
| 103 | + * |
| 104 | + * @returns pseudorandom number |
| 105 | + */ |
| 106 | + (): number; |
| 107 | +} |
| 108 | + |
| 109 | +/** |
| 110 | +* Interface for generating pseudorandom numbers from a hypergeometric distribution without pre-specified parameter values. |
| 111 | +*/ |
| 112 | +interface BinaryFunction extends PRNG { |
| 113 | + /** |
| 114 | + * Returns a pseudorandom number drawn from a hypergeometric distribution. |
| 115 | + * |
| 116 | + * @param N - population size |
| 117 | + * @param K - subpopulation size |
| 118 | + * @param n - number of draws |
| 119 | + * @returns pseudorandom number |
| 120 | + */ |
| 121 | + ( N: number, K: number, n: number ): number; |
| 122 | +} |
| 123 | + |
| 124 | +/** |
| 125 | +* Interface for generating pseudorandom numbers drawn from a hypergeometric distribution. |
| 126 | +*/ |
| 127 | +interface Random extends PRNG { |
| 128 | + /** |
| 129 | + * Returns pseudorandom number drawn from a hypergeometric distribution. |
| 130 | + * |
| 131 | + * ## Notes |
| 132 | + * |
| 133 | + * - `N`, `K`, and `n` must all be nonnegative integers; otherwise, the function returns `NaN`. |
| 134 | + * - If `n > N` or `K > N`, the function returns `NaN`. |
| 135 | + * |
| 136 | + * @param N - population size |
| 137 | + * @param K - subpopulation size |
| 138 | + * @param n - number of draws |
| 139 | + * @returns pseudorandom number |
| 140 | + * |
| 141 | + * @example |
| 142 | + * var v = hypergeometric( 10, 5, 7 ); |
| 143 | + * // returns <number> |
| 144 | + * |
| 145 | + * @example |
| 146 | + * var v = hypergeometric( 5, 3, 2 ); |
| 147 | + * // returns NaN |
| 148 | + */ |
| 149 | + ( N: number, K: number, n: number ): number; |
| 150 | + |
| 151 | + /** |
| 152 | + * Returns a pseudorandom number generator for generating random numbers from a hypergeometric distribution. |
| 153 | + * |
| 154 | + * ## Notes |
| 155 | + * |
| 156 | + * - When provided `N`, `K`, and `n`, the returned PRNG returns random variates drawn from the specified distribution. |
| 157 | + * |
| 158 | + * @param N - population size |
| 159 | + * @param K - subpopulation size |
| 160 | + * @param n - number of draws |
| 161 | + * @param options - function options |
| 162 | + * @param options.prng - pseudorandom number generator which generates uniformly distributed pseudorandom numbers |
| 163 | + * @param options.seed - pseudorandom number generator seed |
| 164 | + * @param options.state - pseudorandom number generator state |
| 165 | + * @param options.copy - boolean indicating whether to copy a provided pseudorandom number generator state (default: true) |
| 166 | + * @throws `N` must be a nonnegative integer |
| 167 | + * @throws `K` must be a nonnegative integer |
| 168 | + * @throws `n` must be a nonnegative integer |
| 169 | + * @throws `n` must be less than or equal to `N` |
| 170 | + * @throws `K` must be less than or equal to `N` |
| 171 | + * @throws must provide a valid state |
| 172 | + * @returns pseudorandom number generator |
| 173 | + * |
| 174 | + * @example |
| 175 | + * var rand = hypergeometric.factory( 10, 5, 7 ); |
| 176 | + * var v = rand(); |
| 177 | + * // returns <number> |
| 178 | + * |
| 179 | + * @example |
| 180 | + * var rand = hypergeometric.factory( 5, 3, 2, { |
| 181 | + * 'seed': 297 |
| 182 | + * }); |
| 183 | + * var v = rand(); |
| 184 | + * // returns <number> |
| 185 | + */ |
| 186 | + factory( N: number, K: number, n: number, options?: Options ): NullaryFunction; // tslint-disable-line max-line-length |
| 187 | + |
| 188 | + /** |
| 189 | + * Returns a pseudorandom number generator for generating random numbers from a hypergeometric distribution. |
| 190 | + * |
| 191 | + * ## Notes |
| 192 | + * |
| 193 | + * - When not provided `N`, `K`, and `n`, the returned PRNG requires that `N`, `K`, and `n` be provided at each invocation. |
| 194 | + * |
| 195 | + * @param options - function options |
| 196 | + * @param options.prng - pseudorandom number generator which generates uniformly distributed pseudorandom numbers |
| 197 | + * @param options.seed - pseudorandom number generator seed |
| 198 | + * @param options.state - pseudorandom number generator state |
| 199 | + * @param options.copy - boolean indicating whether to copy a provided pseudorandom number generator state (default: true) |
| 200 | + * @throws must provide a valid state |
| 201 | + * @returns pseudorandom number generator |
| 202 | + * |
| 203 | + * @example |
| 204 | + * var rand = hypergeometric.factory(); |
| 205 | + * var v = rand( 10, 5, 7 ); |
| 206 | + * // returns <number> |
| 207 | + * |
| 208 | + * @example |
| 209 | + * var rand = hypergeometric.factory({ |
| 210 | + * 'seed': 297 |
| 211 | + * }); |
| 212 | + * var v = rand( 5, 3, 2 ); |
| 213 | + * // returns <number> |
| 214 | + */ |
| 215 | + factory( options?: Options ): BinaryFunction; |
| 216 | +} |
| 217 | + |
| 218 | +/** |
| 219 | +* Returns pseudorandom number drawn from a hypergeometric distribution. |
| 220 | +* |
| 221 | +* ## Notes |
| 222 | +* |
| 223 | +* - `N`, `K`, and `n` must all be nonnegative integers; otherwise, the function returns `NaN`. |
| 224 | +* - If `n > N` or `K > N`, the function returns `NaN`. |
| 225 | +* |
| 226 | +* @param N - population size |
| 227 | +* @param K - subpopulation size |
| 228 | +* @param n - number of draws |
| 229 | +* @returns pseudorandom number |
| 230 | +* |
| 231 | +* @example |
| 232 | +* var v = hypergeometric( 10, 5, 7 ); |
| 233 | +* // returns <number> |
| 234 | +* |
| 235 | +* @example |
| 236 | +* var rand = hypergeometric.factory({ |
| 237 | +* 'seed': 297 |
| 238 | +* }); |
| 239 | +* var v = rand( 5, 3, 2 ); |
| 240 | +* // returns <number> |
| 241 | +*/ |
| 242 | +declare var hypergeometric: Random; |
| 243 | + |
| 244 | + |
| 245 | +// EXPORTS // |
| 246 | + |
| 247 | +export = hypergeometric; |
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