X-Git-Url: https://pintos-os.org/cgi-bin/gitweb.cgi?a=blobdiff_plain;f=src%2Fmath%2Flinreg%2Fpredict.c;h=911846870e2dea478093a9dc288acb89979d3627;hb=b5b474193e450bba97610065df0518c08074a7fb;hp=a4bbcf9d676dbcb45fc4a439149d5c7aa9fc7a55;hpb=e5b4fba5528763d7d595ed99846d08b27a14d1ee;p=pspp-builds.git diff --git a/src/math/linreg/predict.c b/src/math/linreg/predict.c index a4bbcf9d..91184687 100644 --- a/src/math/linreg/predict.c +++ b/src/math/linreg/predict.c @@ -1,27 +1,44 @@ -/* lib/linreg/predict.c +/* PSPP - a program for statistical analysis. + Copyright (C) 2005 Free Software Foundation, Inc. - Copyright (C) 2005 Free Software Foundation, Inc. - Written by Jason H. Stover. + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. - This program is free software; you can redistribute it and/or modify - it under the terms of the GNU General Public License as published by - the Free Software Foundation; either version 2 of the License, or (at - your option) any later version. + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. - This program is distributed in the hope that it will be useful, but - WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU - General Public License for more details. - - You should have received a copy of the GNU General Public License - along with this program; if not, write to the Free Software - Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA - 02111-1307, USA. -*/ + You should have received a copy of the GNU General Public License + along with this program. If not, see . */ +#include #include -#include +#include +#include +/* + Is the coefficient COEF contained in the list of coefficients + COEF_LIST? + */ +static int +has_coefficient (const struct pspp_coeff **coef_list, const struct pspp_coeff *coef, + size_t n) +{ + size_t i = 0; + + while (i < n) + { + if (coef_list[i] == coef) + { + return 1; + } + i++; + } + return 0; +} /* Predict the value of the dependent variable with the new set of predictors. PREDICTORS must point to a list @@ -29,15 +46,17 @@ in the same order. */ double -pspp_linreg_predict (const struct variable **predictors, - const union value **vals, - const pspp_linreg_cache *c, - int n_vals) +pspp_linreg_predict (const struct variable **predictors, + const union value **vals, const void *c_, int n_vals) { - int i; + const pspp_linreg_cache *c = c_; + int j; + size_t next_coef = 0; + const struct pspp_coeff **coef_list; + const struct pspp_coeff *coe; double result; double tmp; - + if (predictors == NULL || vals == NULL || c == NULL) { return GSL_NAN; @@ -47,32 +66,37 @@ pspp_linreg_predict (const struct variable **predictors, /* The stupid model: just guess the mean. */ return c->depvar_mean; } - result = c->coeff->estimate; /* Intercept. */ + coef_list = xnmalloc (c->n_coeffs, sizeof (*coef_list)); + result = c->intercept; /* - Stop at the minimum of c->n_coeffs and n_vals in case - the caller passed us inadequate information, such as too - few or too many values. + The loops guard against the possibility that the caller passed us + inadequate information, such as too few or too many values, or + a redundant list of variable names. */ - n_vals++; - for (i = 1; i < c->n_coeffs && i < n_vals; i++) + for (j = 0; j < n_vals; j++) { - tmp = pspp_linreg_coeff_get_est (pspp_linreg_get_coeff (c, predictors[i], vals[i])); - if (predictors[i]->type == NUMERIC) + coe = pspp_linreg_get_coeff (c, predictors[j], vals[j]); + if (!has_coefficient (coef_list, coe, next_coef)) { - tmp *= vals[i]->f; + tmp = pspp_coeff_get_est (coe); + if (var_is_numeric (predictors[j])) + { + tmp *= vals[j]->f; + } + result += tmp; + coef_list[next_coef++] = coe; } - result += tmp; } + free (coef_list); + return result; } double -pspp_linreg_residual (const struct variable *predictors, +pspp_linreg_residual (const struct variable **predictors, const union value **vals, - const union value *obs, - const pspp_linreg_cache *c, - int n_vals) + const union value *obs, const void *c, int n_vals) { double pred; double result; @@ -81,9 +105,8 @@ pspp_linreg_residual (const struct variable *predictors, { return GSL_NAN; } - pred = pspp_linreg_predict (predictors, vals, c, n_vals); - + result = gsl_isnan (pred) ? GSL_NAN : (obs->f - pred); return result; }