X-Git-Url: https://pintos-os.org/cgi-bin/gitweb.cgi?a=blobdiff_plain;f=src%2Flanguage%2Fstats%2Fchisquare.c;h=ed143824187593f984324bc39afeaf810c0080df;hb=2165f59ab9eee5272b4037e45477811627cae078;hp=3dceb1c36d8dfbb56d676d4dd7056d779fe08b7c;hpb=92c09e564002d356d20fc1e2e131027ef89f6748;p=pspp diff --git a/src/language/stats/chisquare.c b/src/language/stats/chisquare.c index 3dceb1c36d..ed14382418 100644 --- a/src/language/stats/chisquare.c +++ b/src/language/stats/chisquare.c @@ -1,20 +1,18 @@ -/* PSPP - computes sample statistics. +/* PSPP - a program for statistical analysis. Copyright (C) 2006, 2007 Free Software Foundation, Inc. - 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 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 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 - 02110-1301, USA. */ + along with this program. If not, see . */ #include @@ -31,7 +29,6 @@ #include #include #include -#include #include #include #include @@ -41,32 +38,34 @@ #include +#include "xalloc.h" + #include "gettext.h" #define _(msgid) gettext (msgid) -/* Return a hash table containing the frequency counts of each +/* Return a hash table containing the frequency counts of each value of VAR in CF . - It is the caller's responsibility to free the hash table when + It is the caller's responsibility to free the hash table when no longer required. */ static struct hsh_table * -create_freq_hash_with_range (const struct dictionary *dict, - struct casereader *input, - const struct variable *var, - double lo, +create_freq_hash_with_range (const struct dictionary *dict, + struct casereader *input, + const struct variable *var, + double lo, double hi) { bool warn = true; float i_d; struct ccase c; - struct hsh_table *freq_hash = - hsh_create (4, compare_freq, hash_freq, + struct hsh_table *freq_hash = + hsh_create (4, compare_freq, hash_freq, free_freq_mutable_hash, (void *) var); /* Populate the hash with zero entries */ - for (i_d = trunc (lo); i_d <= trunc (hi); i_d += 1.0 ) + for (i_d = trunc (lo); i_d <= trunc (hi); i_d += 1.0 ) { union value the_value; struct freq_mutable *fr = xmalloc (sizeof (*fr)); @@ -90,7 +89,7 @@ create_freq_hash_with_range (const struct dictionary *dict, obs_value.f = trunc (fr->value->f); - if ( obs_value.f < lo || obs_value.f > hi) + if ( obs_value.f < lo || obs_value.f > hi) { free (fr); case_destroy (&c); @@ -101,7 +100,7 @@ create_freq_hash_with_range (const struct dictionary *dict, existing_fr = (struct freq **) hsh_probe (freq_hash, fr); - /* This must exist in the hash, because we previously populated it + /* This must exist in the hash, because we previously populated it with zero counts */ assert (*existing_fr); @@ -112,7 +111,7 @@ create_freq_hash_with_range (const struct dictionary *dict, } if (casereader_destroy (input)) return freq_hash; - else + else { hsh_destroy (freq_hash); return NULL; @@ -120,21 +119,21 @@ create_freq_hash_with_range (const struct dictionary *dict, } -/* Return a hash table containing the frequency counts of each +/* Return a hash table containing the frequency counts of each value of VAR in INPUT . - It is the caller's responsibility to free the hash table when + It is the caller's responsibility to free the hash table when no longer required. */ static struct hsh_table * -create_freq_hash (const struct dictionary *dict, - struct casereader *input, +create_freq_hash (const struct dictionary *dict, + struct casereader *input, const struct variable *var) { bool warn = true; struct ccase c; - struct hsh_table *freq_hash = - hsh_create (4, compare_freq, hash_freq, + struct hsh_table *freq_hash = + hsh_create (4, compare_freq, hash_freq, free_freq_mutable_hash, (void *) var); @@ -147,7 +146,7 @@ create_freq_hash (const struct dictionary *dict, fr->count = dict_get_case_weight (dict, &c, &warn); existing_fr = (struct freq **) hsh_probe (freq_hash, fr); - if ( *existing_fr) + if ( *existing_fr) { (*existing_fr)->count += fr->count; free (fr); @@ -170,10 +169,10 @@ create_freq_hash (const struct dictionary *dict, static struct tab_table * -create_variable_frequency_table (const struct dictionary *dict, - struct casereader *input, - const struct chisquare_test *test, - int v, +create_variable_frequency_table (const struct dictionary *dict, + struct casereader *input, + const struct chisquare_test *test, + int v, struct hsh_table **freq_hash) { @@ -186,16 +185,18 @@ create_variable_frequency_table (const struct dictionary *dict, *freq_hash = create_freq_hash (dict, input, var); if (*freq_hash == NULL) return NULL; - + n_cells = hsh_count (*freq_hash); - if ( test->n_expected > 0 && n_cells != test->n_expected ) + if ( test->n_expected > 0 && n_cells != test->n_expected ) { msg(ME, _("CHISQUARE test specified %d expected values, but" - " %d distinct values were encountered in variable %s."), - test->n_expected, n_cells, + " %d distinct values were encountered in variable %s."), + test->n_expected, n_cells, var_get_name (var) ); + hsh_destroy (*freq_hash); + *freq_hash = NULL; return NULL; } @@ -206,16 +207,16 @@ create_variable_frequency_table (const struct dictionary *dict, tab_text (table, 1, 0, TAB_LEFT, _("Observed N")); tab_text (table, 2, 0, TAB_LEFT, _("Expected N")); tab_text (table, 3, 0, TAB_LEFT, _("Residual")); - + tab_headers (table, 1, 0, 1, 0); - tab_box (table, TAL_1, TAL_1, -1, -1, + tab_box (table, TAL_1, TAL_1, -1, -1, 0, 0, table->nc - 1, tab_nr(table) - 1 ); tab_hline (table, TAL_1, 0, tab_nc(table) - 1, 1); tab_vline (table, TAL_2, 1, 0, tab_nr(table) - 1); - for ( i = 2 ; i < 4 ; ++i ) + for ( i = 2 ; i < 4 ; ++i ) tab_vline (table, TAL_1, i, 0, tab_nr(table) - 1); @@ -239,7 +240,7 @@ create_combo_frequency_table (const struct chisquare_test *test) tab_dim (table, tab_natural_dimensions); tab_title (table, _("Frequencies")); - for ( i = 0 ; i < ost->n_vars ; ++i ) + for ( i = 0 ; i < ost->n_vars ; ++i ) { const struct variable *var = ost->vars[i]; tab_text (table, i * 4 + 1, 1, TAB_LEFT, _("Category")); @@ -247,33 +248,33 @@ create_combo_frequency_table (const struct chisquare_test *test) tab_text (table, i * 4 + 3, 1, TAB_LEFT, _("Expected N")); tab_text (table, i * 4 + 4, 1, TAB_LEFT, _("Residual")); - tab_vline (table, TAL_2, i * 4 + 1, + tab_vline (table, TAL_2, i * 4 + 1, 0, tab_nr (table) - 1); - tab_vline (table, TAL_1, i * 4 + 2, + tab_vline (table, TAL_1, i * 4 + 2, 0, tab_nr (table) - 1); - tab_vline (table, TAL_1, i * 4 + 3, + tab_vline (table, TAL_1, i * 4 + 3, 1, tab_nr (table) - 1); - tab_vline (table, TAL_1, i * 4 + 4, + tab_vline (table, TAL_1, i * 4 + 4, 1, tab_nr (table) - 1); - tab_joint_text (table, + tab_joint_text (table, i * 4 + 1, 0, i * 4 + 4, 0, - TAB_CENTER, + TAB_CENTER, var_to_string (var)); } - for ( i = test->lo ; i <= test->hi ; ++i ) - tab_float (table, 0, 2 + i - test->lo, + for ( i = test->lo ; i <= test->hi ; ++i ) + tab_float (table, 0, 2 + i - test->lo, TAB_LEFT, 1 + i - test->lo, 8, 0); - + tab_headers (table, 1, 0, 2, 0); - tab_box (table, TAL_1, TAL_1, -1, -1, + tab_box (table, TAL_1, TAL_1, -1, -1, 0, 0, table->nc - 1, tab_nr(table) - 1 ); tab_hline (table, TAL_1, 1, tab_nc(table) - 1, 1); @@ -289,7 +290,7 @@ static struct tab_table * create_stats_table (const struct chisquare_test *test) { const struct one_sample_test *ost = (const struct one_sample_test*) test; - + struct tab_table *table; table = tab_create (1 + ost->n_vars, 4, 0); tab_dim (table, tab_natural_dimensions); @@ -305,7 +306,7 @@ create_stats_table (const struct chisquare_test *test) tab_vline (table, TAL_2, 1, 0, tab_nr (table) - 1); tab_hline (table, TAL_1, 0, tab_nc (table) - 1, 1); - + tab_text (table, 0, 1, TAB_LEFT, _("Chi-Square")); tab_text (table, 0, 2, TAB_LEFT, _("df")); @@ -315,11 +316,13 @@ create_stats_table (const struct chisquare_test *test) } -void +void chisquare_execute (const struct dataset *ds, struct casereader *input, enum mv_class exclude, - const struct npar_test *test) + const struct npar_test *test, + bool exact UNUSED, + double timer UNUSED) { const struct dictionary *dict = dataset_dict (ds); int v, i; @@ -331,51 +334,57 @@ chisquare_execute (const struct dataset *ds, double *df = xzalloc (sizeof (*df) * ost->n_vars); double *xsq = xzalloc (sizeof (*df) * ost->n_vars); bool ok; - - for ( i = 0 ; i < cst->n_expected ; ++i ) + + for ( i = 0 ; i < cst->n_expected ; ++i ) total_expected += cst->expected[i]; - if ( cst->ranged == false ) + if ( cst->ranged == false ) { - for ( v = 0 ; v < ost->n_vars ; ++v ) + for ( v = 0 ; v < ost->n_vars ; ++v ) { double total_obs = 0.0; struct hsh_table *freq_hash = NULL; struct casereader *reader = casereader_create_filter_missing (casereader_clone (input), - &ost->vars[v], 1, exclude, NULL); - struct tab_table *freq_table = + &ost->vars[v], 1, exclude, + NULL, NULL); + struct tab_table *freq_table = create_variable_frequency_table(dict, reader, cst, v, &freq_hash); struct freq **ff; - if ( NULL == freq_table ) + if ( NULL == freq_table ) continue; ff = (struct freq **) hsh_sort (freq_hash); n_cells = hsh_count (freq_hash); - for ( i = 0 ; i < n_cells ; ++i ) + for ( i = 0 ; i < n_cells ; ++i ) total_obs += ff[i]->count; xsq[v] = 0.0; - for ( i = 0 ; i < n_cells ; ++i ) + for ( i = 0 ; i < n_cells ; ++i ) { + struct string str; double exp; const union value *observed_value = ff[i]->value; + ds_init_empty (&str); + var_append_value_name (ost->vars[v], observed_value, &str); + /* The key */ - tab_text (freq_table, 0, i + 1, TAB_LEFT, - var_get_value_name (ost->vars[v], observed_value)); + tab_text (freq_table, 0, i + 1, TAB_LEFT, ds_cstr (&str)); + ds_destroy (&str); + /* The observed N */ tab_float (freq_table, 1, i + 1, TAB_NONE, ff[i]->count, 8, 0); if ( cst->n_expected > 0 ) - exp = cst->expected[i] * total_obs / total_expected ; + exp = cst->expected[i] * total_obs / total_expected ; else - exp = total_obs / (double) n_cells; + exp = total_obs / (double) n_cells; tab_float (freq_table, 2, i + 1, TAB_NONE, exp, 8, 2); @@ -400,16 +409,17 @@ chisquare_execute (const struct dataset *ds, else /* ranged == true */ { struct tab_table *freq_table = create_combo_frequency_table (cst); - + n_cells = cst->hi - cst->lo + 1; - for ( v = 0 ; v < ost->n_vars ; ++v ) + for ( v = 0 ; v < ost->n_vars ; ++v ) { double total_obs = 0.0; struct casereader *reader = casereader_create_filter_missing (casereader_clone (input), - &ost->vars[v], 1, exclude, NULL); - struct hsh_table *freq_hash = + &ost->vars[v], 1, exclude, + NULL, NULL); + struct hsh_table *freq_hash = create_freq_hash_with_range (dict, reader, ost->vars[v], cst->lo, cst->hi); @@ -421,28 +431,32 @@ chisquare_execute (const struct dataset *ds, ff = (struct freq **) hsh_sort (freq_hash); assert ( n_cells == hsh_count (freq_hash)); - for ( i = 0 ; i < hsh_count (freq_hash) ; ++i ) + for ( i = 0 ; i < hsh_count (freq_hash) ; ++i ) total_obs += ff[i]->count; xsq[v] = 0.0; - for ( i = 0 ; i < hsh_count (freq_hash) ; ++i ) + for ( i = 0 ; i < hsh_count (freq_hash) ; ++i ) { + struct string str; double exp; const union value *observed_value = ff[i]->value; + ds_init_empty (&str); + var_append_value_name (ost->vars[v], observed_value, &str); /* The key */ - tab_text (freq_table, v * 4 + 1, i + 2 , TAB_LEFT, - var_get_value_name (ost->vars[v], observed_value)); + tab_text (freq_table, v * 4 + 1, i + 2 , TAB_LEFT, + ds_cstr (&str)); + ds_destroy (&str); /* The observed N */ tab_float (freq_table, v * 4 + 2, i + 2 , TAB_NONE, ff[i]->count, 8, 0); if ( cst->n_expected > 0 ) - exp = cst->expected[i] * total_obs / total_expected ; + exp = cst->expected[i] * total_obs / total_expected ; else - exp = total_obs / (double) hsh_count (freq_hash); + exp = total_obs / (double) hsh_count (freq_hash); /* The expected N */ tab_float (freq_table, v * 4 + 3, i + 2 , TAB_NONE, @@ -455,12 +469,12 @@ chisquare_execute (const struct dataset *ds, xsq[v] += (ff[i]->count - exp) * (ff[i]->count - exp) / exp; } - + tab_float (freq_table, v * 4 + 2, tab_nr (freq_table) - 1, TAB_NONE, total_obs, 8, 0); - + df[v] = n_cells - 1.0; - + hsh_destroy (freq_hash); } @@ -469,12 +483,12 @@ chisquare_execute (const struct dataset *ds, ok = !taint_has_tainted_successor (casereader_get_taint (input)); casereader_destroy (input); - if (ok) + if (ok) { struct tab_table *stats_table = create_stats_table (cst); - + /* Populate the summary statistics table */ - for ( v = 0 ; v < ost->n_vars ; ++v ) + for ( v = 0 ; v < ost->n_vars ; ++v ) { const struct variable *var = ost->vars[v]; @@ -483,12 +497,12 @@ chisquare_execute (const struct dataset *ds, tab_float (stats_table, 1 + v, 1, TAB_NONE, xsq[v], 8,3); tab_float (stats_table, 1 + v, 2, TAB_NONE, df[v], 8,0); - tab_float (stats_table, 1 + v, 3, TAB_NONE, + tab_float (stats_table, 1 + v, 3, TAB_NONE, gsl_cdf_chisq_Q (xsq[v], df[v]), 8,3); } tab_submit (stats_table); } - + free (xsq); free (df); }