edu.cmu.tetradapp.editor.RegressionEditor Maven / Gradle / Ivy
///////////////////////////////////////////////////////////////////////////////
// For information as to what this class does, see the Javadoc, below. //
// Copyright (C) 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, //
// 2007, 2008, 2009, 2010, 2014, 2015, 2022 by Peter Spirtes, Richard //
// Scheines, Joseph Ramsey, and Clark Glymour. //
// //
// 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. //
// //
// 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., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA //
///////////////////////////////////////////////////////////////////////////////
package edu.cmu.tetradapp.editor;
import edu.cmu.tetrad.graph.EdgeListGraph;
import edu.cmu.tetrad.graph.Graph;
import edu.cmu.tetrad.graph.LayoutUtil;
import edu.cmu.tetrad.regression.RegressionResult;
import edu.cmu.tetrad.util.TetradLogger;
import edu.cmu.tetrad.util.TextTable;
import edu.cmu.tetradapp.model.RegressionRunner;
import edu.cmu.tetradapp.workbench.GraphWorkbench;
import org.apache.commons.math3.linear.SingularMatrixException;
import javax.swing.*;
import javax.swing.table.AbstractTableModel;
import javax.swing.table.DefaultTableCellRenderer;
import javax.swing.table.TableColumn;
import javax.swing.table.TableModel;
import java.awt.*;
/**
* Allows the user to execute a multiple linear regression in the GUI. Contains a panel that lets the user specify a
* target variable and a list of continuous regressors, plus a tabbed pane that includes (a) a display to show the
* result of the regression and (b) a graph workbench to show the graph of the target with significant regressors from
* the regression as parents.
*
* @author Tyler Gibosn
* @author Aaron Powers
* @author josephramsey
* @author Frank Wimberly - adapted for EM Bayes estimator and Strucural EM Bayes estimator
*/
public class RegressionEditor extends JPanel {
/**
* The workbench used to display the graph of significant regression into the target.
*/
private final GraphWorkbench workbench;
/**
* A large text area into which the (String) output of the regression result is dumped. (This is what needs to
* change.)
*/
private final JTextArea reportText;
/**
* Presents the same information in reportText as a text preamble with a table of coefficients etc.
*/
private final JComponent textWithTable = TextWithTable.emptyCompoenent();
/**
* The gadget that does the regression.
*/
private final RegressionRunner runner;
/**
* Constructs a regression editor. A regression runner is required, since that's what does the actual regression.
*
* @throws NullPointerException if regressionRunner is null.
*/
public RegressionEditor(RegressionRunner regressionRunner) {
if (regressionRunner == null) {
throw new NullPointerException("The regression runner is required.");
}
this.runner = regressionRunner;
Graph outGraph = new EdgeListGraph();
JButton executeButton = new JButton("Execute");
executeButton.addActionListener(e -> {
runRegression();
TetradLogger.getInstance().log("result", RegressionEditor.this.reportText.getText());
});
this.workbench = new GraphWorkbench(outGraph);
JScrollPane workbenchScroll = new JScrollPane(this.workbench);
workbenchScroll.setPreferredSize(new Dimension(400, 400));
this.reportText = new JTextArea();
this.reportText.setFont(new Font("Monospaced", Font.PLAIN, 12));
this.reportText.setTabSize(10);
if (this.runner.getResult() != null) {
this.reportText.setText(this.runner.getResult().toString());
}
JTabbedPane tabbedPane = new JTabbedPane();
tabbedPane.setPreferredSize(new Dimension(600, 400));
tabbedPane.add("Model", new JScrollPane(this.reportText));
// tabbedPane.add("Tabularized Model", new JScrollPane(textWithTable));
tabbedPane.add("Output Graph", workbenchScroll);
Box b = Box.createVerticalBox();
Box b1 = Box.createHorizontalBox();
RegressionParamsEditorPanel editorPanel = new RegressionParamsEditorPanel(this.runner, this.runner.getParams(),
this.runner.getDataModel(), false);
editorPanel.addPropertyChangeListener(evt -> {
String propertyName = evt.getPropertyName();
if ("significanceChanged".equals(propertyName)) {
runRegression();
}
});
b1.add(editorPanel);
b1.add(tabbedPane);
b.add(b1);
JPanel buttonPanel = new JPanel();
buttonPanel.setLayout(new FlowLayout());
buttonPanel.add(executeButton);
b.add(buttonPanel, BorderLayout.SOUTH);
setLayout(new BorderLayout());
add(b, BorderLayout.CENTER);
int numModels = this.runner.getNumModels();
if (numModels > 1) {
JComboBox comp = new JComboBox<>();
for (int i = 0; i < numModels; i++) {
comp.addItem(i + 1);
}
comp.addActionListener(e -> {
Object selectedItem = comp.getSelectedItem();
if (selectedItem instanceof Integer) {
RegressionEditor.this.runner.setModelIndex((Integer) selectedItem - 1);
}
});
comp.setMaximumSize(comp.getPreferredSize());
Box c = Box.createHorizontalBox();
c.add(new JLabel("Using model"));
c.add(comp);
c.add(new JLabel("from "));
c.add(new JLabel(this.runner.getModelSourceName()));
c.add(Box.createHorizontalGlue());
add(c, BorderLayout.NORTH);
}
setName("Regression Result:");
}
/**
* Sets the name of this editor.
*/
public void setName(String name) {
String oldName = getName();
super.setName(name);
this.firePropertyChange("name", oldName, getName());
}
//========================= Private Methods ========================//
/**
* Runs the regression, resetting the text output and graph output.
*/
private void runRegression() {
try {
this.runner.execute();
} catch (SingularMatrixException e) {
JOptionPane.showMessageDialog(this, "Singular matrix exception. Try removing redundant variables.");
throw e;
}
this.runner.execute();
Graph graph = this.runner.getOutGraph();
LayoutUtil.defaultLayout(graph);
LayoutUtil.fruchtermanReingoldLayout(graph);
this.workbench.setGraph(graph);
RegressionResult report = this.runner.getResult();
this.reportText.setText(report.toString());
this.textWithTable.removeAll();
this.textWithTable.setLayout(new BorderLayout());
this.textWithTable.add(TextWithTable.component(report.getPreamble(),
report.getResultsTable()));
this.textWithTable.revalidate();
this.textWithTable.repaint();
}
/**
* Puts the output of getReport() into a component with preamble in a textarea and the rest in a JTable backed by
* the TextTable. The
* TextTable.emptyComponent is just a white JPanel, for initial
* use. After that, call TextTable.component.
*
* @author josephramsey
*/
private static class TextWithTable {
private TextWithTable() {
// Hidden.
}
public static JComponent emptyCompoenent() {
JPanel jPanel = new JPanel();
jPanel.setBackground(Color.WHITE);
return jPanel;
}
public static JComponent component(String preamble, TextTable textTable) {
TextWithTable textWithTable = new TextWithTable();
JPanel panel = new JPanel();
panel.setBackground(Color.WHITE);
Box b = Box.createVerticalBox();
Box b1 = Box.createHorizontalBox();
b1.add(new JTextArea(preamble));
b.add(b1);
Box b2 = Box.createHorizontalBox();
JScrollPane pane = new JScrollPane(textWithTable.getJTableFor(textTable));
b2.add(pane);
b.add(b2);
panel.setLayout(new BorderLayout());
panel.add(b, BorderLayout.CENTER);
return panel;
}
private JTable getJTableFor(TextTable textTable) {
TableModel model = new AbstractTableModel() {
public int getRowCount() {
return textTable.getNumRows();
}
public int getColumnCount() {
return textTable.getNumColumns();
}
public Object getValueAt(int rowIndex, int columnIndex) {
return textTable.getTokenAt(rowIndex, columnIndex);
}
public String getColumnName(int column) {
return null;
}
};
JTable table = new JTable(model);
for (int j = 0; j < 6; j++) {
TableColumn column = table.getColumnModel().getColumn(j);
column.setCellRenderer(new DefaultTableCellRenderer() {
// implements javax.swing.table.TableCellRenderer
public Component getTableCellRendererComponent(JTable table, Object value, boolean isSelected, boolean hasFocus, int row, int column) {
Component renderer = super.getTableCellRendererComponent(table,
value, isSelected, hasFocus, row, column);
setText((String) value);
setHorizontalAlignment(SwingConstants.RIGHT);
return renderer;
}
});
}
return table;
}
}
}
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