Mercurial > dive4elements > river
annotate flys-artifacts/src/main/java/de/intevation/flys/artifacts/model/sq/Outlier.java @ 3292:e06036fdf0c7
SQ relation: add left joins to GSIEBSATZ and SSIEBUNG
flys-artifacts/trunk@4960 c6561f87-3c4e-4783-a992-168aeb5c3f6f
author | Sascha L. Teichmann <sascha.teichmann@intevation.de> |
---|---|
date | Thu, 12 Jul 2012 22:01:52 +0000 |
parents | 49fe2ed03c12 |
children | 1df6984628c3 |
rev | line source |
---|---|
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
1 package de.intevation.flys.artifacts.model.sq; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
2 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
3 import java.util.ArrayList; |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
4 import java.util.Iterator; |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
5 import java.util.List; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
6 |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
7 import org.apache.commons.math.MathException; |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
8 |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
9 import org.apache.commons.math.stat.descriptive.moment.StandardDeviation; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
10 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
11 public class Outlier |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
12 { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
13 public static final int MAX_ITERATIONS = 1000; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
14 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
15 public interface Callback { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
16 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
17 double eval(SQ sq); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
18 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
19 void iteration(int i); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
20 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
21 void outlier(SQ sq); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
22 |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
23 void standardDeviation(double stdDev); |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
24 |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
25 void reinitialize(Iterator<SQ> good) throws MathException; |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
26 |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
27 void finished(); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
28 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
29 } // interface Callback |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
30 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
31 private static final class EvalSQ { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
32 protected SQ sq; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
33 protected double value; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
34 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
35 public EvalSQ(SQ sq) { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
36 this.sq = sq; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
37 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
38 } // class EvalSQ |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
39 |
3190
49fe2ed03c12
SQ: Refactored fitting to better fit the data types of SQResult.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3188
diff
changeset
|
40 public static SQ [] detectOutliers( |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
41 Callback callback, |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
42 List<SQ> sqs, |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
43 double stdDevFactor |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
44 ) |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
45 throws MathException |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
46 { |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
47 List<EvalSQ> data = new ArrayList<EvalSQ>(sqs.size()); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
48 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
49 for (SQ sq: sqs) { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
50 data.add(new EvalSQ(sq)); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
51 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
52 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
53 List<EvalSQ> good = new ArrayList<EvalSQ>(sqs.size()); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
54 |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
55 for (int i = 1; i <= MAX_ITERATIONS && data.size() > 2; ++i) { |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
56 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
57 StandardDeviation stdDev = new StandardDeviation(); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
58 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
59 for (EvalSQ esq: data) { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
60 stdDev.increment(esq.value = callback.eval(esq.sq)); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
61 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
62 |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
63 double sd = stdDev.getResult(); |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
64 |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
65 callback.standardDeviation(sd); |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
66 |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
67 double accepted = stdDevFactor * sd; |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
68 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
69 callback.iteration(i); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
70 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
71 for (EvalSQ esq: data) { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
72 if (Math.abs(esq.value) > accepted) { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
73 callback.outlier(esq.sq); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
74 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
75 else { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
76 good.add(esq); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
77 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
78 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
79 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
80 if (good.size() == data.size()) { |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
81 break; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
82 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
83 |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
84 callback.reinitialize(asSQIterator(good)); |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
85 |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
86 List<EvalSQ> tmp = good; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
87 good = data; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
88 data = tmp; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
89 good.clear(); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
90 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
91 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
92 callback.finished(); |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
93 |
3190
49fe2ed03c12
SQ: Refactored fitting to better fit the data types of SQResult.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3188
diff
changeset
|
94 SQ [] result = new SQ[good.size()]; |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
95 |
3190
49fe2ed03c12
SQ: Refactored fitting to better fit the data types of SQResult.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3188
diff
changeset
|
96 for (int i = 0; i < result.length; ++i) { |
49fe2ed03c12
SQ: Refactored fitting to better fit the data types of SQResult.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3188
diff
changeset
|
97 result[i] = good.get(i).sq; |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
98 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
99 |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
100 return result; |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
101 } |
3188
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
102 |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
103 protected static Iterator<SQ> asSQIterator(List<EvalSQ> esqs) { |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
104 final Iterator<EvalSQ> parent = esqs.iterator(); |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
105 return new Iterator<SQ>() { |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
106 @Override |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
107 public boolean hasNext() { |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
108 return parent.hasNext(); |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
109 } |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
110 |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
111 @Override |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
112 public SQ next() { |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
113 return parent.next().sq; |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
114 } |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
115 |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
116 @Override |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
117 public void remove() { |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
118 throw new UnsupportedOperationException(); |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
119 } |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
120 }; |
1e46ced2bb57
SQ: Added fitting shell for SQ curves.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
3187
diff
changeset
|
121 } |
3187
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
122 } |
1e2733f749b5
SQ: Added specialized outlier test for the S/Q relation.
Sascha L. Teichmann <sascha.teichmann@intevation.de>
parents:
diff
changeset
|
123 // vim:set ts=4 sw=4 si et sta sts=4 fenc=utf8 : |