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-rw-r--r--src/de/lmu/ifi/dbs/elki/math/statistics/distribution/estimator/meta/WinsorisingEstimator.java17
1 files changed, 9 insertions, 8 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/math/statistics/distribution/estimator/meta/WinsorisingEstimator.java b/src/de/lmu/ifi/dbs/elki/math/statistics/distribution/estimator/meta/WinsorisingEstimator.java
index 0ef6318d..47fe427e 100644
--- a/src/de/lmu/ifi/dbs/elki/math/statistics/distribution/estimator/meta/WinsorisingEstimator.java
+++ b/src/de/lmu/ifi/dbs/elki/math/statistics/distribution/estimator/meta/WinsorisingEstimator.java
@@ -31,8 +31,7 @@ import de.lmu.ifi.dbs.elki.utilities.datastructures.arraylike.NumberArrayAdapter
import de.lmu.ifi.dbs.elki.utilities.documentation.Reference;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.OptionID;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.GreaterConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.LessConstraint;
+import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.CommonConstraints;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.Parameterization;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.DoubleParameter;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.ObjectParameter;
@@ -53,6 +52,8 @@ import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.ObjectParameter;
*
* @author Erich Schubert
*
+ * @apiviz.uses DistributionEstimator
+ *
* @param <D> Distribution type
*/
@Reference(authors = "C. Hastings, F. Mosteller, J. W. Tukey, C. P. Winsor", title = "Low moments for small samples: a comparative study of order statistics", booktitle = "The Annals of Mathematical Statistics, 18(3)", url = "http://dx.doi.org/10.1214/aoms/1177730388")
@@ -86,7 +87,7 @@ public class WinsorisingEstimator<D extends Distribution> implements Distributio
final int cut = ((int) (len * winsorize)) >> 1;
// X positions of samples
double[] x = new double[len];
- for (int i = 0; i < len; i++) {
+ for(int i = 0; i < len; i++) {
final double val = adapter.getDouble(data, i);
x[i] = val;
}
@@ -95,7 +96,7 @@ public class WinsorisingEstimator<D extends Distribution> implements Distributio
double max = QuickSelect.quickSelect(x, cut, len, len - 1 - cut);
// Winsorize by replacing the smallest and largest values.
// QuickSelect ensured that these are correctly in place.
- for (int i = 0, j = len - 1; i < cut; i++, j--) {
+ for(int i = 0, j = len - 1; i < cut; i++, j--) {
x[i] = min;
x[j] = max;
}
@@ -146,14 +147,14 @@ public class WinsorisingEstimator<D extends Distribution> implements Distributio
protected void makeOptions(Parameterization config) {
super.makeOptions(config);
ObjectParameter<DistributionEstimator<D>> innerP = new ObjectParameter<>(INNER_ID, DistributionEstimator.class);
- if (config.grab(innerP)) {
+ if(config.grab(innerP)) {
inner = innerP.instantiateClass(config);
}
DoubleParameter trimP = new DoubleParameter(WINSORIZE_ID);
- trimP.addConstraint(new GreaterConstraint(0.));
- trimP.addConstraint(new LessConstraint(0.5));
- if (config.grab(trimP)) {
+ trimP.addConstraint(CommonConstraints.GREATER_THAN_ZERO_DOUBLE);
+ trimP.addConstraint(CommonConstraints.LESS_THAN_HALF_DOUBLE);
+ if(config.grab(trimP)) {
winsorize = trimP.doubleValue();
}
}