Class information for:
Level 1: LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
23478 344 23.3 43%



Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes

The table includes all classes above and classes immediately below the current class.



Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
34 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 105938
189 2             STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//ANNALS OF STATISTICS 21720
23478 1                   LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES 344

Terms with highest relevance score



rank Term termType Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 LOCALLY STATIONARY PROCESSES authKW 1815627 9% 68% 30
2 LOCAL STATIONARITY authKW 869541 7% 43% 23
3 LOCALLY STATIONARY TIME SERIES authKW 543683 2% 88% 7
4 EMPIRICAL SPECTRAL MEASURE authKW 443825 1% 100% 5
5 BIVARIATE CHI SQUARE DISTRIBUTION authKW 355060 1% 100% 4
6 CORRELATED CHI SQUARE VARIABLES authKW 355060 1% 100% 4
7 LOCAL AUTOCOVARIANCE authKW 355060 1% 100% 4
8 MULTITAPERING authKW 277387 1% 63% 5
9 LOCAL PERIODOGRAM authKW 266295 1% 100% 3
10 TIME VARYING SPECTRAL DENSITY authKW 266295 1% 100% 3

Web of Science journal categories



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 Statistics & Probability 23337 63% 0% 217
2 Mathematics, Interdisciplinary Applications 605 10% 0% 34
3 Mathematical & Computational Biology 421 7% 0% 23
4 Engineering, Electrical & Electronic 151 15% 0% 50
5 Computer Science, Cybernetics 150 2% 0% 7
6 Social Sciences, Mathematical Methods 138 3% 0% 9
7 Computer Science, Interdisciplinary Applications 101 5% 0% 18
8 Biology 78 5% 0% 17
9 Economics 46 5% 0% 17
10 Engineering, Ocean 13 1% 0% 2

Address terms



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 CATHEDRAL LEARNING 2630 88765 0% 100% 1
2 COMMUNITY HLTH BIOSTAT 88765 0% 100% 1
3 EQUIPE STAR PROBA 88765 0% 100% 1
4 GRMAQ 88765 0% 100% 1
5 MATH CP112 88765 0% 100% 1
6 NIF FUNCT NEUROIMAGE 88765 0% 100% 1
7 OPERATING ASSETS TRUCT 88765 0% 100% 1
8 UNESCO CHAIR INFORMAT TECHNOL 88765 0% 100% 1
9 SONDERFOR BEREICH 373 59174 1% 33% 2
10 CTEU 44381 0% 50% 1

Journals



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 JOURNAL OF TIME SERIES ANALYSIS 63496 7% 3% 23
2 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 7139 3% 1% 10
3 BIOMETRIKA 7074 5% 1% 16
4 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 6576 6% 0% 19
5 IEEE TRANSACTIONS ON SIGNAL PROCESSING 4732 7% 0% 23
6 AUSTRALIAN JOURNAL OF STATISTICS 3286 0% 4% 1
7 ANNALS OF STATISTICS 3239 3% 0% 12
8 BERNOULLI 2712 2% 1% 6
9 KYBERNETIKA 2518 2% 0% 7
10 STATISTICA SINICA 2419 2% 0% 7

Author Key Words



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
LCSH search Wikipedia search
1 LOCALLY STATIONARY PROCESSES 1815627 9% 68% 30 Search LOCALLY+STATIONARY+PROCESSES Search LOCALLY+STATIONARY+PROCESSES
2 LOCAL STATIONARITY 869541 7% 43% 23 Search LOCAL+STATIONARITY Search LOCAL+STATIONARITY
3 LOCALLY STATIONARY TIME SERIES 543683 2% 88% 7 Search LOCALLY+STATIONARY+TIME+SERIES Search LOCALLY+STATIONARY+TIME+SERIES
4 EMPIRICAL SPECTRAL MEASURE 443825 1% 100% 5 Search EMPIRICAL+SPECTRAL+MEASURE Search EMPIRICAL+SPECTRAL+MEASURE
5 BIVARIATE CHI SQUARE DISTRIBUTION 355060 1% 100% 4 Search BIVARIATE+CHI+SQUARE+DISTRIBUTION Search BIVARIATE+CHI+SQUARE+DISTRIBUTION
6 CORRELATED CHI SQUARE VARIABLES 355060 1% 100% 4 Search CORRELATED+CHI+SQUARE+VARIABLES Search CORRELATED+CHI+SQUARE+VARIABLES
7 LOCAL AUTOCOVARIANCE 355060 1% 100% 4 Search LOCAL+AUTOCOVARIANCE Search LOCAL+AUTOCOVARIANCE
8 MULTITAPERING 277387 1% 63% 5 Search MULTITAPERING Search MULTITAPERING
9 LOCAL PERIODOGRAM 266295 1% 100% 3 Search LOCAL+PERIODOGRAM Search LOCAL+PERIODOGRAM
10 TIME VARYING SPECTRAL DENSITY 266295 1% 100% 3 Search TIME+VARYING+SPECTRAL+DENSITY Search TIME+VARYING+SPECTRAL+DENSITY

Core articles

The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.



Rank Reference # ref.
in cl.
Shr. of ref. in
cl.
Citations
1 NASON, G , (2013) A TEST FOR SECOND-ORDER STATIONARITY AND APPROXIMATE CONFIDENCE INTERVALS FOR LOCALIZED AUTOCOVARIANCES FOR LOCALLY STATIONARY TIME SERIES.JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. VOL. 75. ISSUE 5. P. 879-904 17 81% 16
2 PUCHSTEIN, R , PREUSS, P , (2016) TESTING FOR STATIONARITY IN MULTIVARIATE LOCALLY STATIONARY PROCESSES.JOURNAL OF TIME SERIES ANALYSIS. VOL. 37. ISSUE 1. P. 3 -29 17 74% 1
3 DETTE, H , PREUSS, P , VETTER, M , (2011) A MEASURE OF STATIONARITY IN LOCALLY STATIONARY PROCESSES WITH APPLICATIONS TO TESTING.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 106. ISSUE 495. P. 1113 -1124 16 89% 6
4 PREUSS, P , VETTER, M , DETTE, H , (2013) A TEST FOR STATIONARITY BASED ON EMPIRICAL PROCESSES.BERNOULLI. VOL. 19. ISSUE 5B. P. 2715-2749 16 84% 3
5 SERGIDES, M , PAPARODITIS, E , (2009) FREQUENCY DOMAIN TESTS OF SEMIPARAMETRIC HYPOTHESES FOR LOCALLY STATIONARY PROCESSES.SCANDINAVIAN JOURNAL OF STATISTICS. VOL. 36. ISSUE 4. P. 800 -821 15 88% 8
6 SEN, K , PREUSS, P , DETTE, H , (2016) MEASURING STATIONARITY IN LONG-MEMORY PROCESSES.STATISTICA SINICA. VOL. 26. ISSUE 1. P. 313 -357 18 56% 0
7 PREUSS, P , VETTER, M , DETTE, H , (2013) TESTING SEMIPARAMETRIC HYPOTHESES IN LOCALLY STATIONARY PROCESSES.SCANDINAVIAN JOURNAL OF STATISTICS. VOL. 40. ISSUE 3. P. 417-437 16 64% 1
8 DAHLHAUS, R , (2009) LOCAL INFERENCE FOR LOCALLY STATIONARY TIME SERIES BASED ON THE EMPIRICAL SPECTRAL MEASURE.JOURNAL OF ECONOMETRICS. VOL. 151. ISSUE 2. P. 101-112 11 92% 16
9 KREISS, JP , PAPARODITIS, E , (2015) BOOTSTRAPPING LOCALLY STATIONARY PROCESSES.JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. VOL. 77. ISSUE 1. P. 267 -290 11 79% 1
10 SANDBERG, J , HANSSON-SANDSTEN, M , (2012) OPTIMAL CEPSTRUM SMOOTHING.SIGNAL PROCESSING. VOL. 92. ISSUE 5. P. 1290-1301 11 79% 0

Classes with closest relation at Level 1



Rank Class id link
1 33108 OPTIMIZAT SYST THEORY//COVARIANCE EXTENSION//RATIONAL COVARIANCE EXTENSION
2 15911 TIME SERIES CLASSIFICATION//SUBSEQUENCE MATCHING//TIME SERIES DATABASES
3 21213 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//SMOOTHING PARAMETER
4 20746 PERIODICALLY CORRELATED PROCESSES//CYCLOSTATIONARITY//ALMOST PERIODICALLY CORRELATED PROCESSES
5 5121 LONG MEMORY//FRACTIONAL INTEGRATION//LONG RANGE DEPENDENCE
6 23167 EXCESS MASS//SIZER//LEVEL SET ESTIMATION
7 22501 TIME DEPENDENT ARMA MODELS//UNIFORMLY MODULATED FUNCTION//EXACT MAXIMUM LIKELIHOOD ESTIMATOR
8 24498 SUPERIMPOSED EXPONENTIAL SIGNALS//EXPONENTIAL SIGNALS//MIXED SPECTRUM
9 7526 CHANGE POINT//JUMP POINT//CHANGE POINT PROBLEM
10 23412 BETA REGRESSION//DYNAMIC GENERALIZED LINEAR MODELS//SIMPLEX DISTRIBUTION

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