Class information for:
Level 1: QUANTILE REGRESSION//REGRESSION QUANTILES//ASYMMETRIC LAPLACE DISTRIBUTION

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
14266 781 28.2 58%



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
14266 1                   QUANTILE REGRESSION//REGRESSION QUANTILES//ASYMMETRIC LAPLACE DISTRIBUTION 781

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 QUANTILE REGRESSION authKW 1744317 31% 19% 239
2 REGRESSION QUANTILES authKW 1039750 6% 53% 50
3 ASYMMETRIC LAPLACE DISTRIBUTION authKW 755346 4% 60% 32
4 BAYESIAN QUANTILE REGRESSION authKW 433066 2% 92% 12
5 COMPOSITE QUANTILE REGRESSION authKW 395835 2% 56% 18
6 CENSORED QUANTILE REGRESSION authKW 254113 2% 50% 13
7 CONDITIONAL QUANTILE authKW 222587 3% 26% 22
8 REGRESSION RANK SCORES authKW 191568 1% 70% 7
9 TOBIT QUANTILE REGRESSION authKW 162900 1% 83% 5
10 NON CROSSING authKW 140742 1% 60% 6

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 78050 76% 0% 597
2 Social Sciences, Mathematical Methods 7921 13% 0% 98
3 Mathematics, Interdisciplinary Applications 3157 15% 0% 115
4 Mathematical & Computational Biology 2149 10% 0% 77
5 Economics 1574 16% 0% 125
6 Computer Science, Interdisciplinary Applications 762 9% 0% 70
7 Medical Informatics 213 2% 0% 17
8 Biology 182 5% 0% 39
9 Management 24 2% 0% 13
10 Computer Science, Artificial Intelligence 19 2% 0% 15

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 EQUIPE CQFD 78193 0% 100% 2
2 GATTON BUSINESS ECON 335A 78193 0% 100% 2
3 AGR INFORMAT MINIST AGR 39096 0% 100% 1
4 BUSINESS ECON 335A 39096 0% 100% 1
5 BUSINESS QUANTITAT FINANCE 39096 0% 100% 1
6 CHAIR STAT ECONOMETRY 39096 0% 100% 1
7 COMP NETWORK TELECOMMUN ENGN 39096 0% 100% 1
8 DATA ANALYT RD GRP 39096 0% 100% 1
9 ECON MARKETS THEIR ENVIRONM CREME 39096 0% 100% 1
10 KLAS MATH STAT 39096 0% 100% 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 ECONOMETRIC THEORY 20358 3% 2% 26
2 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 18497 6% 1% 48
3 STATISTICA SINICA 14730 3% 1% 26
4 COMPUTATIONAL STATISTICS & DATA ANALYSIS 13252 5% 1% 41
5 JOURNAL OF NONPARAMETRIC STATISTICS 11647 2% 2% 16
6 STATISTICAL MODELLING 11616 1% 3% 10
7 JOURNAL OF ECONOMETRICS 9171 4% 1% 29
8 JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 7279 3% 1% 22
9 ANNALS OF STATISTICS 7221 3% 1% 27
10 ECONOMETRICS JOURNAL 6708 1% 2% 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 QUANTILE REGRESSION 1744317 31% 19% 239 Search QUANTILE+REGRESSION Search QUANTILE+REGRESSION
2 REGRESSION QUANTILES 1039750 6% 53% 50 Search REGRESSION+QUANTILES Search REGRESSION+QUANTILES
3 ASYMMETRIC LAPLACE DISTRIBUTION 755346 4% 60% 32 Search ASYMMETRIC+LAPLACE+DISTRIBUTION Search ASYMMETRIC+LAPLACE+DISTRIBUTION
4 BAYESIAN QUANTILE REGRESSION 433066 2% 92% 12 Search BAYESIAN+QUANTILE+REGRESSION Search BAYESIAN+QUANTILE+REGRESSION
5 COMPOSITE QUANTILE REGRESSION 395835 2% 56% 18 Search COMPOSITE+QUANTILE+REGRESSION Search COMPOSITE+QUANTILE+REGRESSION
6 CENSORED QUANTILE REGRESSION 254113 2% 50% 13 Search CENSORED+QUANTILE+REGRESSION Search CENSORED+QUANTILE+REGRESSION
7 CONDITIONAL QUANTILE 222587 3% 26% 22 Search CONDITIONAL+QUANTILE Search CONDITIONAL+QUANTILE
8 REGRESSION RANK SCORES 191568 1% 70% 7 Search REGRESSION+RANK+SCORES Search REGRESSION+RANK+SCORES
9 TOBIT QUANTILE REGRESSION 162900 1% 83% 5 Search TOBIT+QUANTILE+REGRESSION Search TOBIT+QUANTILE+REGRESSION
10 NON CROSSING 140742 1% 60% 6 Search NON+CROSSING Search NON+CROSSING

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 YANG, YW , WANG, HJ , HE, XM , (2016) POSTERIOR INFERENCE IN BAYESIAN QUANTILE REGRESSION WITH ASYMMETRIC LAPLACE LIKELIHOOD.INTERNATIONAL STATISTICAL REVIEW. VOL. 84. ISSUE 3. P. 327 -344 48 86% 3
2 GERACI, M , BOTTAI, M , (2014) LINEAR QUANTILE MIXED MODELS.STATISTICS AND COMPUTING. VOL. 24. ISSUE 3. P. 461 -479 34 68% 23
3 GERACI, M , (2016) ESTIMATION OF REGRESSION QUANTILES IN COMPLEX SURVEYS WITH DATA MISSING AT RANDOM: AN APPLICATION TO BIRTHWEIGHT DETERMINANTS.STATISTICAL METHODS IN MEDICAL RESEARCH. VOL. 25. ISSUE 4. P. 1393 -1421 32 54% 3
4 WALTRUP, LS , SOBOTKA, F , KNEIB, T , KAUERMANN, G , (2015) EXPECTILE AND QUANTILE REGRESSION-DAVID AND GOLIATH?.STATISTICAL MODELLING. VOL. 15. ISSUE 5. P. 433 -456 25 83% 1
5 CAI, YZ , JIANG, T , (2015) ESTIMATION OF NON-CROSSING QUANTILE REGRESSION CURVES.AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS. VOL. 57. ISSUE 1. P. 139 -162 20 83% 0
6 TANG, YL , WANG, HJ , (2015) PENALIZED REGRESSION ACROSS MULTIPLE QUANTILES UNDER RANDOM CENSORING.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 141. ISSUE . P. 132 -146 19 86% 0
7 LI, GD , LI, Y , TSAI, CL , (2015) QUANTILE CORRELATIONS AND QUANTILE AUTOREGRESSIVE MODELING.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 110. ISSUE 509. P. 246 -261 23 66% 3
8 JANG, W , WANG, HJ , (2015) A SEMIPARAMETRIC BAYESIAN APPROACH FOR JOINT-QUANTILE REGRESSION WITH CLUSTERED DATA.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 84. ISSUE . P. 99 -115 17 89% 0
9 ALHAMZAWI, R , (2016) BAYESIAN MODEL SELECTION IN ORDINAL QUANTILE REGRESSION.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 103. ISSUE . P. 68 -78 29 51% 0
10 OBERHOFER, W , HAUPT, H , (2016) ASYMPTOTIC THEORY FOR NONLINEAR QUANTILE REGRESSION UNDER WEAK DEPENDENCE.ECONOMETRIC THEORY. VOL. 32. ISSUE 3. P. 686 -713 26 52% 1

Classes with closest relation at Level 1



Rank Class id link
1 8611 PARTIAL IDENTIFICATION//JOURNAL OF ECONOMETRICS//NONSEPARABLE MODELS
2 4070 EMPIRICAL LIKELIHOOD//PARTIALLY LINEAR MODEL//VARYING COEFFICIENT MODEL
3 6595 KAPLAN MEIER ESTIMATOR//RANDOM CENSORSHIP//PRODUCT LIMIT ESTIMATOR
4 3308 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
5 10894 SMOOTH TEST//LACK OF FIT TEST//CONSISTENT TEST
6 20629 EXISTENCE PROBLEM//LEAST ABSOLUTE DEVIATIONS//LEAST ABSOLUTE VALUE REGRESSION
7 23914 MAXIMUM QUASI LIKELIHOOD ESTIMATOR//MAXIMUM QUASI LIKELIHOOD ESTIMATE//LS ESTIMATE
8 5228 BANDWIDTH SELECTION//NONPARAMETRIC REGRESSION//DENSITY ESTIMATION
9 7751 BOOTSTRAP//BLOCK BOOTSTRAP//EDGEWORTH EXPANSION
10 12978 CONDITIONAL MODE//NONPARAMETRIC REGRESSION ESTIMATION//BAHADUR EXACT SLOPE

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