queso-0.52.0
ScalarSequence.h
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1 //-----------------------------------------------------------------------bl-
2 //--------------------------------------------------------------------------
3 //
4 // QUESO - a library to support the Quantification of Uncertainty
5 // for Estimation, Simulation and Optimization
6 //
7 // Copyright (C) 2008-2015 The PECOS Development Team
8 //
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23 //-----------------------------------------------------------------------el-
24 
25 #ifndef UQ_SCALAR_SEQUENCE_H
26 #define UQ_SCALAR_SEQUENCE_H
27 
28 #include <queso/Fft.h>
29 #include <queso/UniformOneDGrid.h>
30 #include <queso/Environment.h>
31 #include <queso/Miscellaneous.h>
32 #include <queso/Defines.h>
33 #include <vector>
34 #include <complex>
35 #include <sys/time.h>
36 
37 #define SCALAR_SEQUENCE_INIT_MPI_MSG 1
38 #define SCALAR_SEQUENCE_SIZE_MPI_MSG 1
39 #define SCALAR_SEQUENCE_DATA_MPI_MSG 1
40 
41 namespace QUESO {
42 
53 template <class T>
54 class ScalarSequence
55 {
56 public:
58 
59  typedef typename std::vector<T>::iterator seqScalarPositionIteratorTypedef;
60  typedef typename std::vector<T>::const_iterator seqScalarPositionConstIteratorTypedef;
62 
64  ScalarSequence(const BaseEnvironment& env,
66  unsigned int subSequenceSize,
67  const std::string& name);
69  ~ScalarSequence();
71 
73 
74  ScalarSequence<T>& operator= (const ScalarSequence<T>& rhs);
77 
79 
80  const T& operator[] (unsigned int posId) const;
82 
84 
85  T& operator[] (unsigned int posId);
87 
89 
90  const BaseEnvironment& env () const;
92 
94  const std::string& name () const;
95 
97  void setName (const std::string& newName);
98 
100 
101  void clear ();
102 
104  unsigned int subSequenceSize () const;
105 
107  unsigned int unifiedSequenceSize (bool useOnlyInter0Comm) const;
108 
110 
111  void resizeSequence (unsigned int newSequenceSize);
112 
114 
115  void resetValues (unsigned int initialPos, unsigned int );
116 
118 
119  void erasePositions (unsigned int initialPos, unsigned int numPos);
120 
122  void getUnifiedContentsAtProc0Only(bool useOnlyInter0Comm,
123  std::vector<T>& outputVec) const;
124 
126  const T& subMinPlain () const;
127 
129  const T& unifiedMinPlain (bool useOnlyInter0Comm) const;
130 
132  const T& subMaxPlain () const;
133 
135  const T& unifiedMaxPlain (bool useOnlyInter0Comm) const;
136 
138  const T& subMeanPlain () const;
139 
141  const T& unifiedMeanPlain (bool useOnlyInter0Comm) const;
142 
144  const T& subMedianPlain () const;
145 
147  const T& unifiedMedianPlain (bool useOnlyInter0Comm) const;
148 
150  const T& subSampleVariancePlain () const;
151 
153  const T& unifiedSampleVariancePlain (bool useOnlyInter0Comm) const;
154 
156  void deleteStoredScalars ();
157 
159 
160  void setGaussian (const T& mean, const T& stdDev);
161 
163 
164  void setUniform (const T& a, const T& b );
165 
167  void subUniformlySampledCdf (unsigned int numIntervals,
168  T& minDomainValue,
169  T& maxDomainValue,
170  std::vector<T>& cdfValues) const;
171 
173  void unifiedUniformlySampledCdf (bool useOnlyInter0Comm,
174  unsigned int numIntervals,
175  T& unifiedMinDomainValue,
176  T& unifiedMaxDomainValue,
177  std::vector<T>& unifiedCdfValues) const;
179  void subBasicCdf (unsigned int numIntervals,
180  UniformOneDGrid<T>*& gridValues,
181  std::vector<T>& cdfValues) const;
183  void subWeightCdf (unsigned int numIntervals,
184  std::vector<T>& gridValues,
185  std::vector<T>& cdfValues) const;
186 
188  void subWeightCdf (unsigned int numIntervals,
189  UniformOneDGrid<T>*& gridValues,
190  std::vector<T>& cdfValues) const;
191 
193  T subMeanExtra (unsigned int initialPos,
194  unsigned int numPos) const;
195 
197  T unifiedMeanExtra (bool useOnlyInter0Comm,
198  unsigned int initialPos,
199  unsigned int localNumPos) const;
200 
202  T subMedianExtra (unsigned int initialPos,
203  unsigned int numPos) const;
204 
206  T unifiedMedianExtra (bool useOnlyInter0Comm,
207  unsigned int initialPos,
208  unsigned int localNumPos) const;
209 
211 
216  T subSampleVarianceExtra (unsigned int initialPos,
217  unsigned int numPos,
218  const T& meanValue) const;
220 
221  T unifiedSampleVarianceExtra (bool useOnlyInter0Comm,
222  unsigned int initialPos,
223  unsigned int localNumPos,
224  const T& unifiedMeanValue) const;
226  T subSampleStd (unsigned int initialPos,
227  unsigned int numPos,
228  const T& meanValue) const;
230  T unifiedSampleStd (bool useOnlyInter0Comm,
231  unsigned int initialPos,
232  unsigned int localNumPos,
233  const T& unifiedMeanValue) const;
235 
241  T subPopulationVariance (unsigned int initialPos,
242  unsigned int numPos,
243  const T& meanValue) const;
245 
246  T unifiedPopulationVariance (bool useOnlyInter0Comm,
247  unsigned int initialPos,
248  unsigned int numPos,
249  const T& unifiedMeanValue) const;
251 
255  T autoCovariance (unsigned int initialPos,
256  unsigned int numPos,
257  const T& meanValue,
258  unsigned int lag) const;
259 
261 
266  T autoCorrViaDef (unsigned int initialPos,
267  unsigned int numPos,
268  unsigned int lag) const;
269 
271  void autoCorrViaFft (unsigned int initialPos,
272  unsigned int numPos,
273  unsigned int maxLag,
274  std::vector<T>& autoCorrs) const;
275 
277  void autoCorrViaFft (unsigned int initialPos,
278  unsigned int numPos,
279  unsigned int numSum,
280  T& autoCorrsSum) const;
282  void subMinMaxExtra (unsigned int initialPos,
283  unsigned int numPos,
284  T& minValue,
285  T& maxValue) const;
287  void unifiedMinMaxExtra (bool useOnlyInter0Comm,
288  unsigned int initialPos,
289  unsigned int numPos,
290  T& unifiedMinValue,
291  T& unifiedMaxValue) const;
293 
297  void subHistogram (unsigned int initialPos,
298  const T& minHorizontalValue,
299  const T& maxHorizontalValue,
300  std::vector<T>& centers,
301  std::vector<unsigned int>& bins) const;
303  void unifiedHistogram (bool useOnlyInter0Comm,
304  unsigned int initialPos,
305  const T& unifiedMinHorizontalValue,
306  const T& unifiedMaxHorizontalValue,
307  std::vector<T>& unifiedCenters,
308  std::vector<unsigned int>& unifiedBins) const;
310 
314  void subBasicHistogram (unsigned int initialPos,
315  const T& minHorizontalValue,
316  const T& maxHorizontalValue,
317  UniformOneDGrid<T>*& gridValues,
318  std::vector<unsigned int>& bins) const;
320 
325  void subWeightHistogram (unsigned int initialPos,
326  const T& minHorizontalValue,
327  const T& maxHorizontalValue,
328  UniformOneDGrid<T>*& gridValues,
329  std::vector<unsigned int>& bins) const;
331 
333  void subWeightHistogram (unsigned int initialPos,
334  const T& minHorizontalValue,
335  const T& maxHorizontalValue,
336  std::vector<T>& gridValues,
337  std::vector<unsigned int>& bins) const;
339  void subSort (unsigned int initialPos,
340  ScalarSequence<T>& sortedSequence) const;
342  void unifiedSort (bool useOnlyInter0Comm,
343  unsigned int initialPos,
344  ScalarSequence<T>& unifiedSortedSequence) const;
346 
351  T subInterQuantileRange (unsigned int initialPos) const;
352 
354  T unifiedInterQuantileRange (bool useOnlyInter0Comm,
355  unsigned int initialPos) const;
356 
358 
366  T subScaleForKde (unsigned int initialPos,
367  const T& iqrValue,
368  unsigned int kdeDimension) const;
369 
371  T unifiedScaleForKde (bool useOnlyInter0Comm,
372  unsigned int initialPos,
373  const T& unifiedIqrValue,
374  unsigned int kdeDimension) const;
376 
380  void subGaussian1dKde (unsigned int initialPos,
381  double scaleValue,
382  const std::vector<T>& evaluationPositions,
383  std::vector<double>& densityValues) const;
384 
386  void unifiedGaussian1dKde (bool useOnlyInter0Comm,
387  unsigned int initialPos,
388  double unifiedScaleValue,
389  const std::vector<T>& unifiedEvaluationPositions,
390  std::vector<double>& unifiedDensityValues) const;
391 
393 
394  void filter (unsigned int initialPos,
395  unsigned int spacing);
396 
398 
399  T brooksGelmanConvMeasure (bool useOnlyInter0Comm,
400  unsigned int initialPos,
401  unsigned int spacing) const;
402 
404 
405  void append (const ScalarSequence<T>& src,
406  unsigned int srcInitialPos,
407  unsigned int srcNumPos);
409  T subPositionsOfMaximum (const ScalarSequence<T>& subCorrespondingScalarValues,
410  ScalarSequence<T>& subPositionsOfMaximum);
412  T unifiedPositionsOfMaximum (const ScalarSequence<T>& subCorrespondingScalarValues,
413  ScalarSequence<T>& unifiedPositionsOfMaximum);
414 
416 
420  void subWriteContents (unsigned int initialPos,
421  unsigned int numPos,
422  const std::string& fileName,
423  const std::string& fileType,
424  const std::set<unsigned int>& allowedSubEnvIds) const;
426 
427  void subWriteContents (unsigned int initialPos,
428  unsigned int numPos,
429  std::ofstream& ofs,
430  const std::string& fileType) const;
432 
433  void unifiedWriteContents (const std::string& fileName,
434  const std::string& fileType) const;
435 
437  void unifiedReadContents (const std::string& fileName,
438  const std::string& fileType,
439  const unsigned int subSequenceSize);
440 #ifdef QUESO_COMPUTES_EXTRA_POST_PROCESSING_STATISTICS
441  T bmm (unsigned int initialPos,
442  unsigned int batchLength) const;
443  void psd (unsigned int initialPos,
444  unsigned int numBlocks,
445  double hopSizeRatio,
446  std::vector<double>& psdSequence) const;
447  T geweke (unsigned int initialPos,
448  double ratioNa,
449  double ratioNb) const;
450  T meanStacc (unsigned int initialPos) const;
451  void subCdfPercentageRange (unsigned int initialPos,
452  unsigned int numPos,
453  double range, // \in [0,1]
454  T& lowerValue,
455  T& upperValue) const;
456  void unifiedCdfPercentageRange (bool useOnlyInter0Comm,
457  unsigned int initialPos,
458  unsigned int numPos,
459  double range, // \in [0,1]
460  T& lowerValue,
461  T& upperValue) const;
462 
463  void subCdfStacc (unsigned int initialPos,
464  std::vector<double>& cdfStaccValues,
465  std::vector<double>& cdfStaccValuesup,
466  std::vector<double>& cdfStaccValueslow,
467  const ScalarSequence<T>& sortedDataValues) const;
468  void subCdfStacc (unsigned int initialPos,
469  const std::vector<T>& evaluationPositions,
470  std::vector<double>& cdfStaccValues) const;
471  void subUniformlySampledMdf (unsigned int numIntervals,
472  T& minDomainValue,
473  T& maxDomainValue,
474  std::vector<T>& mdfValues) const;
475  T subMeanCltStd (unsigned int initialPos,
476  unsigned int numPos,
477  const T& meanValue) const;
478  T unifiedMeanCltStd (bool useOnlyInter0Comm,
479  unsigned int initialPos,
480  unsigned int localNumPos,
481  const T& unifiedMeanValue) const;
482 #endif
483 
484 private:
486 
487  void copy (const ScalarSequence<T>& src);
488 
490 
492  void extractScalarSeq (unsigned int initialPos,
493  unsigned int spacing,
494  unsigned int numPos,
495  ScalarSequence<T>& scalarSeq) const;
497 
500  void extractRawData (unsigned int initialPos,
501  unsigned int spacing,
502  unsigned int numPos,
503  std::vector<double>& rawData) const;
504 
506  std::vector<T>& rawData ();
507 
509  void subSort ();
510 
512  void parallelMerge (std::vector<T>& sortedBuffer,
513  const std::vector<T>& leafData,
514  unsigned int treeLevel) const;
515 
516  const BaseEnvironment& m_env;
517  std::string m_name;
518  std::vector<T> m_seq;
519 
520  mutable T* m_subMinPlain;
521  mutable T* m_unifiedMinPlain;
522  mutable T* m_subMaxPlain;
523  mutable T* m_unifiedMaxPlain;
524  mutable T* m_subMeanPlain;
525  mutable T* m_unifiedMeanPlain;
526  mutable T* m_subMedianPlain;
527  mutable T* m_unifiedMedianPlain;
528  mutable T* m_subSampleVariancePlain;
529  mutable T* m_unifiedSampleVariancePlain;
530 };
531 
532 // --------------------------------------------------
533 // Additional methods -------------------------------
534 // (outside class declaration) ----------------------
535 //---------------------------------------------------
536 template <class T>
537 void
538 ComputeSubGaussian2dKde(const ScalarSequence<T>& scalarSeq1,
539  const ScalarSequence<T>& scalarSeq2,
540  unsigned int initialPos,
541  double scaleValue1,
542  double scaleValue2,
543  const std::vector<T>& evaluationPositions1,
544  const std::vector<T>& evaluationPositions2,
545  std::vector<double>& densityValues);
546 
547 //---------------------------------------------------
548 template <class T>
549 void
550 ComputeUnifiedGaussian2dKde(bool useOnlyInter0Comm, // INPUT
551  const ScalarSequence<T>& scalarSeq1, // INPUT
552  const ScalarSequence<T>& scalarSeq2, // INPUT
553  unsigned int initialPos, // INPUT
554  double unifiedScaleValue1, // INPUT
555  double unifiedScaleValue2, // INPUT
556  const std::vector<T>& unifiedEvaluationPositions1, // INPUT
557  const std::vector<T>& unifiedEvaluationPositions2, // INPUT
558  std::vector<double>& unifiedDensityValues); // OUTPUT
559 
560 // --------------------------------------------------
561 template <class T>
562 void
563 ComputeCovCorrBetweenScalarSequences(
564  const ScalarSequence<T>& subPSeq,
565  const ScalarSequence<T>& subQSeq,
566  unsigned int subNumSamples,
567  T& covValue,
568  T& corrValue);
569 
570 } // End namespace QUESO
571 
572 #endif // UQ_SCALAR_SEQUENCE_H
QUESO::ScalarSequence::subInterQuantileRange
T subInterQuantileRange(unsigned int initialPos) const
Returns the interquartile range of the values in the sub-sequence.
Definition: ScalarSequence.C:2120
QUESO::ScalarSequence::subUniformlySampledCdf
void subUniformlySampledCdf(unsigned int numIntervals, T &minDomainValue, T &maxDomainValue, std::vector< T > &cdfValues) const
Uniformly samples from the CDF from the sub-sequence.
Definition: ScalarSequence.C:592
QUESO::ScalarSequence::rawData
std::vector< T > & rawData()
The sequence of scalars. Access to private attribute m_seq.
Definition: ScalarSequence.C:3390
QUESO::ScalarSequence::resetValues
void resetValues(unsigned int initialPos, unsigned int)
Sets numPos values of the sequence to zero, starting at position initialPos.
Definition: ScalarSequence.C:194
QUESO::ScalarSequence::subGaussian1dKde
void subGaussian1dKde(unsigned int initialPos, double scaleValue, const std::vector< T > &evaluationPositions, std::vector< double > &densityValues) const
Gaussian kernel for the KDE estimate of the sub-sequence.
Definition: ScalarSequence.C:2456
QUESO::ScalarSequence::operator=
ScalarSequence< T > & operator=(const ScalarSequence< T > &rhs)
Assignment operator; it copies rhs to this.
Definition: ScalarSequence.C:60
QUESO::ScalarSequence::extractRawData
void extractRawData(unsigned int initialPos, unsigned int spacing, unsigned int numPos, std::vector< double > &rawData) const
Extracts the raw data.
Definition: ScalarSequence.C:3367
QUESO::ScalarSequence::setUniform
void setUniform(const T &a, const T &b)
Sets the values of the sequence as a uniform distribution between the values given by vectors aVec an...
Definition: ScalarSequence.C:557
QUESO::ScalarSequence::subPositionsOfMaximum
T subPositionsOfMaximum(const ScalarSequence< T > &subCorrespondingScalarValues, ScalarSequence< T > &subPositionsOfMaximum)
Finds the positions where the maximum element occurs in the sub-sequence.
Definition: ScalarSequence.C:2676
QUESO::ScalarSequence::m_env
const BaseEnvironment & m_env
Definition: ScalarSequence.h:516
QUESO::ScalarSequence::parallelMerge
void parallelMerge(std::vector< T > &sortedBuffer, const std::vector< T > &leafData, unsigned int treeLevel) const
Sorts/merges data in parallel using MPI.
Definition: ScalarSequence.C:3408
QUESO::ScalarSequence::erasePositions
void erasePositions(unsigned int initialPos, unsigned int numPos)
Erases numPos values of the sequence, starting at position initialPos.
Definition: ScalarSequence.C:217
QUESO::ScalarSequence::clear
void clear()
Clears the sequence of scalars.
Definition: ScalarSequence.C:128
QUESO::ScalarSequence::unifiedScaleForKde
T unifiedScaleForKde(bool useOnlyInter0Comm, unsigned int initialPos, const T &unifiedIqrValue, unsigned int kdeDimension) const
Selects the scales (bandwidth) for the kernel density estimation, considering the unified sequence...
Definition: ScalarSequence.C:2379
QUESO::ScalarSequence::deleteStoredScalars
void deleteStoredScalars()
Deletes all stored scalars.
Definition: ScalarSequence.C:488
QUESO::ScalarSequence::unifiedHistogram
void unifiedHistogram(bool useOnlyInter0Comm, unsigned int initialPos, const T &unifiedMinHorizontalValue, const T &unifiedMaxHorizontalValue, std::vector< T > &unifiedCenters, std::vector< unsigned int > &unifiedBins) const
Calculates the histogram of the unified sequence.
Definition: ScalarSequence.C:1749
QUESO::ScalarSequence::unifiedPopulationVariance
T unifiedPopulationVariance(bool useOnlyInter0Comm, unsigned int initialPos, unsigned int numPos, const T &unifiedMeanValue) const
Finds the population variance of the unified sequence, considering numPos positions starting at posit...
Definition: ScalarSequence.C:1308
QUESO::ScalarSequence::unifiedSequenceSize
unsigned int unifiedSequenceSize(bool useOnlyInter0Comm) const
Size of the unified sequence of scalars.
Definition: ScalarSequence.C:148
QUESO::ScalarSequence::unifiedMaxPlain
const T & unifiedMaxPlain(bool useOnlyInter0Comm) const
Finds the maximum value of the unified sequence of scalars.
Definition: ScalarSequence.C:403
QUESO::ComputeUnifiedGaussian2dKde
void ComputeUnifiedGaussian2dKde(bool useOnlyInter0Comm, const ScalarSequence< T > &scalarSeq1, const ScalarSequence< T > &scalarSeq2, unsigned int initialPos, double unifiedScaleValue1, double unifiedScaleValue2, const std::vector< T > &unifiedEvaluationPositions1, const std::vector< T > &unifiedEvaluationPositions2, std::vector< double > &unifiedDensityValues)
Definition: ScalarSequence.C:4231
QUESO::ScalarSequence::unifiedUniformlySampledCdf
void unifiedUniformlySampledCdf(bool useOnlyInter0Comm, unsigned int numIntervals, T &unifiedMinDomainValue, T &unifiedMaxDomainValue, std::vector< T > &unifiedCdfValues) const
Uniformly samples from the CDF from the unified sequence.
Definition: ScalarSequence.C:634
QUESO::ScalarSequence
Class for handling scalar samples.
Definition: ScalarSequence.h:54
QUESO::ScalarSequence::extractScalarSeq
void extractScalarSeq(unsigned int initialPos, unsigned int spacing, unsigned int numPos, ScalarSequence< T > &scalarSeq) const
Extracts a sequence of scalars.
Definition: ScalarSequence.C:3326
QUESO::ScalarSequence::autoCorrViaDef
T autoCorrViaDef(unsigned int initialPos, unsigned int numPos, unsigned int lag) const
Calculates the autocorrelation via definition.
Definition: ScalarSequence.C:1406
QUESO::ScalarSequence::unifiedMeanPlain
const T & unifiedMeanPlain(bool useOnlyInter0Comm) const
Finds the mean value of the unified sequence of scalars.
Definition: ScalarSequence.C:428
QUESO::ScalarSequence::unifiedMinMaxExtra
void unifiedMinMaxExtra(bool useOnlyInter0Comm, unsigned int initialPos, unsigned int numPos, T &unifiedMinValue, T &unifiedMaxValue) const
Finds the minimum and the maximum values of the unified sequence, considering numPos positions starti...
Definition: ScalarSequence.C:1622
QUESO::ScalarSequence::subWriteContents
void subWriteContents(unsigned int initialPos, unsigned int numPos, const std::string &fileName, const std::string &fileType, const std::set< unsigned int > &allowedSubEnvIds) const
Writes the sub-sequence to a file.
Definition: ScalarSequence.C:2742
QUESO::ScalarSequence::name
const std::string & name() const
Access to the name of the sequence of scalars.
Definition: ScalarSequence.C:113
QUESO::BaseEnvironment
This (virtual) class sets up the environment underlying the use of the QUESO library by an executable...
Definition: Environment.h:187
QUESO::ScalarSequence::subMaxPlain
const T & subMaxPlain() const
Finds the maximum value of the sub-sequence of scalars.
Definition: ScalarSequence.C:390
QUESO::ScalarSequence::unifiedSampleStd
T unifiedSampleStd(bool useOnlyInter0Comm, unsigned int initialPos, unsigned int localNumPos, const T &unifiedMeanValue) const
Finds the sample standard deviation of the unified sequence, considering localnumPos positions starti...
Definition: ScalarSequence.C:1212
QUESO::ScalarSequence::operator[]
const T & operator[](unsigned int posId) const
Access position posId of the sequence of scalars (const).
Definition: ScalarSequence.C:68
QUESO::ScalarSequence::subMinMaxExtra
void subMinMaxExtra(unsigned int initialPos, unsigned int numPos, T &minValue, T &maxValue) const
Finds the minimum and the maximum values of the sub-sequence, considering numPos positions starting a...
Definition: ScalarSequence.C:1587
QUESO::ScalarSequence::copy
void copy(const ScalarSequence< T > &src)
Copies the scalar sequence src to this.
Definition: ScalarSequence.C:3311
QUESO::ScalarSequence::ScalarSequence
ScalarSequence(const BaseEnvironment &env, unsigned int subSequenceSize, const std::string &name)
Default constructor.
Definition: ScalarSequence.C:31
QUESO::ScalarSequence::resizeSequence
void resizeSequence(unsigned int newSequenceSize)
Resizes the size of the sequence of scalars.
Definition: ScalarSequence.C:181
QUESO::ScalarSequence::subMedianExtra
T subMedianExtra(unsigned int initialPos, unsigned int numPos) const
Finds the median value of the sub-sequence, considering numPos positions starting at position initial...
Definition: ScalarSequence.C:987
QUESO::ScalarSequence::subMinPlain
const T & subMinPlain() const
Finds the minimum value of the sub-sequence of scalars.
Definition: ScalarSequence.C:364
QUESO::ScalarSequence::append
void append(const ScalarSequence< T > &src, unsigned int srcInitialPos, unsigned int srcNumPos)
Appends the scalar sequence src to this sequence.
Definition: ScalarSequence.C:2649
QUESO::ScalarSequence::autoCovariance
T autoCovariance(unsigned int initialPos, unsigned int numPos, const T &meanValue, unsigned int lag) const
Calculates the autocovariance.
Definition: ScalarSequence.C:1373
QUESO::ScalarSequence::subSampleVarianceExtra
T subSampleVarianceExtra(unsigned int initialPos, unsigned int numPos, const T &meanValue) const
Finds the sample variance of the sub-sequence, considering numPos positions starting at position init...
Definition: ScalarSequence.C:1086
QUESO::ScalarSequence::filter
void filter(unsigned int initialPos, unsigned int spacing)
Filters positions in the sequence of vectors.
Definition: ScalarSequence.C:2575
QUESO::ScalarSequence::unifiedSampleVarianceExtra
T unifiedSampleVarianceExtra(bool useOnlyInter0Comm, unsigned int initialPos, unsigned int localNumPos, const T &unifiedMeanValue) const
Finds the sample variance of the unified sequence, considering numPos positions starting at position ...
Definition: ScalarSequence.C:1116
QUESO::ScalarSequence::unifiedInterQuantileRange
T unifiedInterQuantileRange(bool useOnlyInter0Comm, unsigned int initialPos) const
Returns the interquartile range of the values in the unified sequence.
Definition: ScalarSequence.C:2239
QUESO::ScalarSequence::subPopulationVariance
T subPopulationVariance(unsigned int initialPos, unsigned int numPos, const T &meanValue) const
Finds the population variance of the sub-sequence, considering numPos positions starting at position ...
Definition: ScalarSequence.C:1278
QUESO::ScalarSequence::subScaleForKde
T subScaleForKde(unsigned int initialPos, const T &iqrValue, unsigned int kdeDimension) const
Selects the scales (output value) for the kernel density estimation, considering only the sub-sequenc...
Definition: ScalarSequence.C:2336
QUESO::ScalarSequence::unifiedWriteContents
void unifiedWriteContents(const std::string &fileName, const std::string &fileType) const
Writes the unified sequence to a file.
Definition: ScalarSequence.C:2799
QUESO::ScalarSequence::unifiedSampleVariancePlain
const T & unifiedSampleVariancePlain(bool useOnlyInter0Comm) const
Finds the variance of a sample of the unified sequence of scalars.
Definition: ScalarSequence.C:476
QUESO::ScalarSequence::unifiedMinPlain
const T & unifiedMinPlain(bool useOnlyInter0Comm) const
Finds the minimum value of the unified sequence of scalars.
Definition: ScalarSequence.C:377
QUESO::ScalarSequence::subSampleVariancePlain
const T & subSampleVariancePlain() const
Finds the variance of a sample of the sub-sequence of scalars.
Definition: ScalarSequence.C:464
QUESO::ScalarSequence::subSequenceSize
unsigned int subSequenceSize() const
Size of the sub-sequence of scalars.
Definition: ScalarSequence.C:141
QUESO::ScalarSequence::m_seq
std::vector< T > m_seq
Definition: ScalarSequence.h:518
QUESO::ScalarSequence::subMeanExtra
T subMeanExtra(unsigned int initialPos, unsigned int numPos) const
Finds the mean value of the sub-sequence, considering numPos positions starting at position initialPo...
Definition: ScalarSequence.C:862
QUESO::ScalarSequence::unifiedGaussian1dKde
void unifiedGaussian1dKde(bool useOnlyInter0Comm, unsigned int initialPos, double unifiedScaleValue, const std::vector< T > &unifiedEvaluationPositions, std::vector< double > &unifiedDensityValues) const
Gaussian kernel for the KDE estimate of the unified sequence.
Definition: ScalarSequence.C:2489
QUESO::ScalarSequence::brooksGelmanConvMeasure
T brooksGelmanConvMeasure(bool useOnlyInter0Comm, unsigned int initialPos, unsigned int spacing) const
Estimates convergence rate using Brooks &amp; Gelman method.
Definition: ScalarSequence.C:2614
QUESO::ScalarSequence::unifiedPositionsOfMaximum
T unifiedPositionsOfMaximum(const ScalarSequence< T > &subCorrespondingScalarValues, ScalarSequence< T > &unifiedPositionsOfMaximum)
Finds the positions where the maximum element occurs in the unified sequence.
Definition: ScalarSequence.C:2709
QUESO::UniformOneDGrid
Class for accommodating uniform one-dimensional grids.
Definition: UniformOneDGrid.h:41
QUESO::ScalarSequence::env
const BaseEnvironment & env() const
Access to QUESO environment.
Definition: ScalarSequence.C:106
QUESO::ScalarSequence::seqScalarPositionConstIteratorTypedef
std::vector< T >::const_iterator seqScalarPositionConstIteratorTypedef
Definition: ScalarSequence.h:60
QUESO::ScalarSequence::getUnifiedContentsAtProc0Only
void getUnifiedContentsAtProc0Only(bool useOnlyInter0Comm, std::vector< T > &outputVec) const
Gets the unified contents of processor of rank equals to 0.
Definition: ScalarSequence.C:252
QUESO::ScalarSequence::unifiedMeanExtra
T unifiedMeanExtra(bool useOnlyInter0Comm, unsigned int initialPos, unsigned int localNumPos) const
Finds the mean value of the unified sequence of numPos positions starting at position initialPos...
Definition: ScalarSequence.C:903
QUESO::ScalarSequence::subHistogram
void subHistogram(unsigned int initialPos, const T &minHorizontalValue, const T &maxHorizontalValue, std::vector< T > &centers, std::vector< unsigned int > &bins) const
Calculates the histogram of the sub-sequence.
Definition: ScalarSequence.C:1696
QUESO::ScalarSequence::subWeightCdf
void subWeightCdf(unsigned int numIntervals, std::vector< T > &gridValues, std::vector< T > &cdfValues) const
Finds the Weighted Cumulative Distribution Function (CDF) of the sub-sequence of scalars.
Definition: ScalarSequence.C:773
QUESO::ScalarSequence::subBasicCdf
void subBasicCdf(unsigned int numIntervals, UniformOneDGrid< T > *&gridValues, std::vector< T > &cdfValues) const
Finds the Cumulative Distribution Function (CDF) of the sub-sequence of scalars.
Definition: ScalarSequence.C:736
QUESO::ScalarSequence::unifiedReadContents
void unifiedReadContents(const std::string &fileName, const std::string &fileType, const unsigned int subSequenceSize)
Reads the unified sequence from a file.
Definition: ScalarSequence.C:3006
QUESO::ScalarSequence::subWeightHistogram
void subWeightHistogram(unsigned int initialPos, const T &minHorizontalValue, const T &maxHorizontalValue, UniformOneDGrid< T > *&gridValues, std::vector< unsigned int > &bins) const
Calculates the weighted histogram of the sub-sequence.
Definition: ScalarSequence.C:1893
QUESO::ScalarSequence::unifiedSort
void unifiedSort(bool useOnlyInter0Comm, unsigned int initialPos, ScalarSequence< T > &unifiedSortedSequence) const
Sorts the unified sequence of scalars.
Definition: ScalarSequence.C:2010
QUESO::ScalarSequence::subSort
void subSort()
Sorts the sequence of scalars in the private attribute m_seq.
Definition: ScalarSequence.C:3398
QUESO::ScalarSequence::subMedianPlain
const T & subMedianPlain() const
Finds the median value of the sub-sequence of scalars.
Definition: ScalarSequence.C:440
QUESO::ScalarSequence::subSampleStd
T subSampleStd(unsigned int initialPos, unsigned int numPos, const T &meanValue) const
Finds the sample standard deviation of the unified sequence, considering numPos positions starting at...
Definition: ScalarSequence.C:1181
QUESO::ScalarSequence::seqScalarPositionIteratorTypedef
std::vector< T >::iterator seqScalarPositionIteratorTypedef
Definition: ScalarSequence.h:59
QUESO::ScalarSequence::setName
void setName(const std::string &newName)
Sets a new name to the sequence of scalars.
Definition: ScalarSequence.C:120
QUESO::ScalarSequence::unifiedMedianExtra
T unifiedMedianExtra(bool useOnlyInter0Comm, unsigned int initialPos, unsigned int localNumPos) const
Finds the median value of the unified sequence, considering numPos positions starting at position ini...
Definition: ScalarSequence.C:1033
QUESO::ScalarSequence::subMeanPlain
const T & subMeanPlain() const
Finds the mean value of the sub-sequence of scalars.
Definition: ScalarSequence.C:416
QUESO::ScalarSequence::unifiedMedianPlain
const T & unifiedMedianPlain(bool useOnlyInter0Comm) const
Finds the median value of the unified sequence of scalars.
Definition: ScalarSequence.C:452
QUESO::ScalarSequence::autoCorrViaFft
void autoCorrViaFft(unsigned int initialPos, unsigned int numPos, unsigned int maxLag, std::vector< T > &autoCorrs) const
Calculates the autocorrelation via Fast Fourier transforms (FFT).
Definition: ScalarSequence.C:1438
QUESO::ScalarSequence::subBasicHistogram
void subBasicHistogram(unsigned int initialPos, const T &minHorizontalValue, const T &maxHorizontalValue, UniformOneDGrid< T > *&gridValues, std::vector< unsigned int > &bins) const
Calculates the histogram of the sub-sequence.
Definition: ScalarSequence.C:1848
QUESO::ScalarSequence::~ScalarSequence
~ScalarSequence()
Destructor.
Definition: ScalarSequence.C:53
QUESO::ComputeSubGaussian2dKde
void ComputeSubGaussian2dKde(const ScalarSequence< T > &scalarSeq1, const ScalarSequence< T > &scalarSeq2, unsigned int initialPos, double scaleValue1, double scaleValue2, const std::vector< T > &evaluationPositions1, const std::vector< T > &evaluationPositions2, std::vector< double > &densityValues)
Definition: ScalarSequence.C:4166
QUESO::ComputeCovCorrBetweenScalarSequences
void ComputeCovCorrBetweenScalarSequences(const ScalarSequence< T > &subPSeq, const ScalarSequence< T > &subQSeq, unsigned int subNumSamples, T &covValue, T &corrValue)
Definition: ScalarSequence.C:4287
QUESO::ScalarSequence::setGaussian
void setGaussian(const T &mean, const T &stdDev)
Sets the values of the sequence as a Gaussian distribution of mean given by meanVec and standard devi...
Definition: ScalarSequence.C:536
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