static gboolean
analysis_tool_normality_engine_run (data_analysis_output_t *dao,
analysis_tools_data_normality_t *info)
{
guint col;
GSList *data = info->base.input;
GnmFunc *fd;
GnmFunc *fd_if;
char const *fdname;
char const *testname;
char const *n_comment;
GogGraph *graph = NULL;
GogPlot *plot = NULL;
SheetObject *so;
switch (info->type) {
case normality_test_type_andersondarling:
fdname = "ADTEST";
testname = N_("Anderson-Darling Test");
n_comment = N_("For the Anderson-Darling Test\n"
"the sample size must be at\n"
"least 8.");
break;
case normality_test_type_cramervonmises:
fdname = "CVMTEST";
testname = N_("Cram\xc3\xa9r-von Mises Test");
n_comment = N_("For the Cram\xc3\xa9r-von Mises Test\n"
"the sample size must be at\n"
"least 8.");
break;
case normality_test_type_lilliefors:
fdname = "LKSTEST";
testname = N_("Lilliefors (Kolmogorov-Smirnov) Test");
n_comment = N_("For the Lilliefors (Kolmogorov-Smirnov) Test\n"
"the sample size must be at least 5.");
break;
case normality_test_type_shapirofrancia:
fdname = "SFTEST";
testname = N_("Shapiro-Francia Test");
n_comment = N_("For the Shapiro-Francia Test\n"
"the sample size must be at\n"
"least 5 and at most 5000.");
break;
default:
g_assert_not_reached();
}
fd = gnm_func_lookup_or_add_placeholder (fdname);
gnm_func_ref (fd);
fd_if = gnm_func_lookup_or_add_placeholder ("IF");
gnm_func_ref (fd_if);
dao_set_italic (dao, 0, 0, 0, 5);
dao_set_cell (dao, 0, 0, _(testname));
if (info->graph) {
GogChart *chart;
graph = g_object_new (GOG_TYPE_GRAPH, NULL);
chart = GOG_CHART (gog_object_add_by_name (
GOG_OBJECT (graph), "Chart", NULL));
plot = gog_plot_new_by_name ("GogProbabilityPlot");
go_object_set_property (G_OBJECT (plot), "distribution",
"Distribution", "GODistNormal",
NULL, NULL);
gog_object_add_by_name (GOG_OBJECT (chart),
"Plot", GOG_OBJECT (plot));
}
/* xgettext:
* Note to translators: in the following string and others like it,
* the "/" is a separator character that can be changed to anything
* if the translation needs the slash; just use, say, "|" instead.
*
* The items are bundled like this to increase translation context.
*/
set_cell_text_col (dao, 0, 1, _("/Alpha"
"/p-Value"
"/Statistic"
"/N"
"/Conclusion"));
dao_set_cell_comment (dao, 0, 4, _(n_comment));
for (col = 1; data != NULL; data = data->next, col++) {
GnmValue *val_org = value_dup (data->data);
/* Note that analysis_tools_write_label may modify val_org */
dao_set_italic (dao, col, 0, col, 0);
analysis_tools_write_label (val_org, dao, &info->base,
col, 0, col);
if (info->graph) {
GogSeries *series;
series = gog_plot_new_series (plot);
gog_series_set_dim (series, 0,
gnm_go_data_vector_new_expr
(val_org->v_range.cell.a.sheet,
gnm_expr_top_new (gnm_expr_new_constant (value_dup (val_org)))),
NULL);
}
if (col == 1)
dao_set_cell_float (dao, col, 1, info->alpha);
else
dao_set_cell_expr (dao, col, 1,
make_cellref (1 - col, 0));
dao_set_array_expr (dao, col, 2, 1, 3,
gnm_expr_new_funcall1 (fd, gnm_expr_new_constant (val_org)));
dao_set_cell_expr (dao, col, 5,
gnm_expr_new_funcall3
(fd_if, gnm_expr_new_binary
(make_cellref (0, -4),
GNM_EXPR_OP_GTE,
make_cellref (0, -3)),
gnm_expr_new_constant (value_new_string (_("Not normal"))),
gnm_expr_new_constant (value_new_string (_("Possibly normal")))));
}
if (info->graph) {
so = sheet_object_graph_new (graph);
g_object_unref (graph);
dao_set_sheet_object (dao, 0, 1, so);
}
gnm_func_unref (fd);
gnm_func_unref (fd_if);
dao_redraw_respan (dao);
return 0;
}
static gboolean
analysis_tool_principal_components_engine_run (data_analysis_output_t *dao,
analysis_tools_data_generic_t *info)
{
int l = g_slist_length (info->input), i;
GSList *inputdata;
GnmFunc *fd_mean;
GnmFunc *fd_var;
GnmFunc *fd_eigen;
GnmFunc *fd_mmult;
GnmFunc *fd_munit;
GnmFunc *fd_sqrt;
GnmFunc *fd_count;
GnmFunc *fd_sum;
GnmFunc *fd_and;
GnmFunc *fd_if;
GnmExpr const *expr;
GnmExpr const *expr_count;
GnmExpr const *expr_munit;
GnmExpr const *expr_and;
int data_points;
GnmExprList *and_args = NULL;
if (!dao_cell_is_visible (dao, l, 9 + 3 * l)) {
dao_set_bold (dao, 0, 0, 0, 0);
dao_set_italic (dao, 0, 0, 0, 0);
dao_set_cell (dao, 0, 0,
_("Principal components analysis has "
"insufficient space."));
return 0;
}
fd_mean = gnm_func_lookup_or_add_placeholder
("AVERAGE", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_mean);
fd_var = gnm_func_lookup_or_add_placeholder
("VAR", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_var);
fd_eigen = gnm_func_lookup_or_add_placeholder
("EIGEN", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_eigen);
fd_mmult = gnm_func_lookup_or_add_placeholder
("MMULT", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_mmult);
fd_munit = gnm_func_lookup_or_add_placeholder
("MUNIT", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_munit);
fd_sqrt = gnm_func_lookup_or_add_placeholder
("SQRT", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_sqrt);
fd_count = gnm_func_lookup_or_add_placeholder
("COUNT", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_count);
fd_sum = gnm_func_lookup_or_add_placeholder
("SUM", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_sum);
fd_and = gnm_func_lookup_or_add_placeholder
("AND", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_and);
fd_if = gnm_func_lookup_or_add_placeholder
("IF", dao->sheet ? dao->sheet->workbook : NULL, FALSE);
gnm_func_ref (fd_if);
dao_set_bold (dao, 0, 0, 0, 0);
dao_set_italic (dao, 0, 0, 0, 11 + 3 * l);
dao_set_format (dao, 0, 0, 0, 0,
_("\"Principal Components Analysis\";"
"[Red]\"Principal Components Analysis is invalid.\""));
dao_set_align (dao, 0, 0, 0, 0,
HALIGN_LEFT, VALIGN_BOTTOM);
dao->offset_row++;
analysis_tool_table (dao, info, _("Covariances:"), "COVAR", TRUE);
dao->offset_row--;
for (i = 1, inputdata = info->input; inputdata != NULL; i++, inputdata = inputdata->next)
analysis_tools_write_label (inputdata->data, dao, info, 0, 9 + 2 * l + i, i);
data_points = value_area_get_width (info->input->data, NULL) *
value_area_get_height (info->input->data, NULL);
for (i = 0; i < l; i++)
and_args = gnm_expr_list_prepend
(and_args,
gnm_expr_new_binary
(gnm_expr_new_constant (value_new_int (data_points)),
GNM_EXPR_OP_EQUAL,
make_cellref (1 + i, 3 + l)));
expr_and = gnm_expr_new_funcall (fd_and, and_args);
dao_set_cell_expr (dao, 0, 0,
gnm_expr_new_funcall3
(fd_if,
expr_and,
gnm_expr_new_constant (value_new_int (1)),
gnm_expr_new_constant (value_new_int (-1))));
dao_set_merge (dao,0,0,2,0);
set_cell_text_col (dao, 0, 3 + l,
_("/Count:"
"/Mean:"
"/Variance:"
"//Eigenvalues:"
"/Eigenvectors:"));
dao_set_cell (dao, 0, 11 + 3 * l, _("Percent of Trace:"));
dao_set_italic (dao, 0, 9 + 2 * l, 1 + l, 9 + 2 * l);
dao_set_percent (dao, 1, 11 + 3 * l, 1 + l, 11 + 3 * l);
for (i = 1, inputdata = info->input; inputdata != NULL; i++, inputdata = inputdata->next) {
expr = gnm_expr_new_constant (value_dup (inputdata->data));
dao_set_cell_expr (dao, i, 3 + l,
gnm_expr_new_funcall1 (fd_count, gnm_expr_copy (expr)));
dao_set_cell_expr (dao, i, 4 + l,
gnm_expr_new_funcall1 (fd_mean, gnm_expr_copy (expr)));
dao_set_cell_expr (dao, i, 5 + l,
gnm_expr_new_funcall1 (fd_var, expr));
}
expr_count = gnm_expr_new_binary (make_cellref (0,-4), GNM_EXPR_OP_DIV,
gnm_expr_new_binary (make_cellref (0,-4), GNM_EXPR_OP_SUB,
gnm_expr_new_constant (value_new_int (1))));
expr = gnm_expr_new_funcall1
(fd_eigen, gnm_expr_new_binary
(expr_count, GNM_EXPR_OP_MULT, make_rangeref (0, - (5 + l), l - 1, - 6)));
dao_set_array_expr (dao, 1, 7 + l, l, l + 1, expr);
for (i = 1; i <= l; i++) {
dao_set_align (dao, i, 9 + 2 * l, i, 9 + 2 * l,
HALIGN_CENTER, VALIGN_BOTTOM);
dao_set_cell_printf (dao, i, 9 + 2 * l, "\xce\xbe%i", i);
dao_set_cell_expr (dao, i, 11 + 3 * l,
gnm_expr_new_binary (make_cellref (0,- 4 - 2 * l),
GNM_EXPR_OP_DIV,
gnm_expr_new_funcall1
(fd_sum,
dao_get_rangeref (dao, 1, 7 + l, l, 7 + l))));
}
expr_munit = gnm_expr_new_funcall1 (fd_munit, gnm_expr_new_constant (value_new_int (l)));
expr = gnm_expr_new_funcall2 (fd_mmult,
gnm_expr_new_binary
(gnm_expr_new_funcall1
(fd_sqrt, gnm_expr_new_binary
(gnm_expr_new_constant (value_new_int (1)),
GNM_EXPR_OP_DIV,
make_rangeref (0, - 5 - l, l - 1, - 5 - l))),
GNM_EXPR_OP_MULT,
gnm_expr_copy (expr_munit)),
make_rangeref (0, - 2 - l, l - 1, - 3));
expr = gnm_expr_new_funcall2 (fd_mmult, expr,
gnm_expr_new_binary
(gnm_expr_new_funcall1
(fd_sqrt, make_rangeref (0, - 3 - l, l - 1, - 3 - l)),
GNM_EXPR_OP_MULT,
expr_munit));
dao_set_array_expr (dao, 1, 10 + 2 * l, l, l, expr);
gnm_func_unref (fd_mean);
gnm_func_unref (fd_var);
gnm_func_unref (fd_eigen);
gnm_func_unref (fd_mmult);
gnm_func_unref (fd_munit);
gnm_func_unref (fd_sqrt);
gnm_func_unref (fd_count);
gnm_func_unref (fd_sum);
gnm_func_unref (fd_and);
gnm_func_unref (fd_if);
dao_redraw_respan (dao);
return 0;
}
