dmeankbn.c (1622B)
1 /** 2 * @license Apache-2.0 3 * 4 * Copyright (c) 2020 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 #include "stdlib/stats/base/dmeankbn.h" 20 #include "stdlib/blas/ext/base/dsum.h" 21 #include <stdint.h> 22 23 /** 24 * Computes the arithmetic mean of a double-precision floating-point strided array using an improved Kahan–Babuška algorithm. 25 * 26 * ## Method 27 * 28 * - This implementation uses an "improved Kahan–Babuška algorithm", as described by Neumaier (1974). 29 * 30 * ## References 31 * 32 * - Neumaier, Arnold. 1974. "Rounding Error Analysis of Some Methods for Summing Finite Sums." _Zeitschrift Für Angewandte Mathematik Und Mechanik_ 54 (1): 39–51. doi:[10.1002/zamm.19740540106](https://doi.org/10.1002/zamm.19740540106). 33 * 34 * @param N number of indexed elements 35 * @param X input array 36 * @param stride stride length 37 * @return output value 38 */ 39 double stdlib_strided_dmeankbn( const int64_t N, const double *X, const int64_t stride ) { 40 if ( N <= 0 ) { 41 return 0.0 / 0.0; // NaN 42 } 43 if ( N == 1 || stride == 0 ) { 44 return X[ 0 ]; 45 } 46 return stdlib_strided_dsum( N, X, stride ) / (double)N; 47 }