Class information for:
Level 1: LIU ESTIMATOR//MULTICOLLINEARITY//MEAN SQUARED ERROR MATRIX

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
17529 531 17.6 29%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
655 12774 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//LOCAL INFLUENCE//BIRNBAUM SAUNDERS DISTRIBUTION

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 LIU ESTIMATOR Author keyword 61 82% 7% 36
2 MULTICOLLINEARITY Author keyword 42 31% 21% 114
3 MEAN SQUARED ERROR MATRIX Author keyword 23 79% 3% 15
4 RIDGE REGRESSION Author keyword 18 18% 17% 88
5 TWO PARAMETER ESTIMATOR Author keyword 17 100% 2% 8
6 PRINCIPAL COMPONENTS REGRESSION ESTIMATOR Author keyword 15 88% 1% 7
7 LIU TYPE ESTIMATOR Author keyword 15 73% 2% 11
8 ORDINARY RIDGE REGRESSION ESTIMATOR Author keyword 13 80% 2% 8
9 RIDGE REGRESSION ESTIMATOR Author keyword 11 67% 2% 10
10 RIDGE ESTIMATOR Author keyword 11 52% 3% 15

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 LIU ESTIMATOR 61 82% 7% 36 Search LIU+ESTIMATOR Search LIU+ESTIMATOR
2 MULTICOLLINEARITY 42 31% 21% 114 Search MULTICOLLINEARITY Search MULTICOLLINEARITY
3 MEAN SQUARED ERROR MATRIX 23 79% 3% 15 Search MEAN+SQUARED+ERROR+MATRIX Search MEAN+SQUARED+ERROR+MATRIX
4 RIDGE REGRESSION 18 18% 17% 88 Search RIDGE+REGRESSION Search RIDGE+REGRESSION
5 TWO PARAMETER ESTIMATOR 17 100% 2% 8 Search TWO+PARAMETER+ESTIMATOR Search TWO+PARAMETER+ESTIMATOR
6 PRINCIPAL COMPONENTS REGRESSION ESTIMATOR 15 88% 1% 7 Search PRINCIPAL+COMPONENTS+REGRESSION+ESTIMATOR Search PRINCIPAL+COMPONENTS+REGRESSION+ESTIMATOR
7 LIU TYPE ESTIMATOR 15 73% 2% 11 Search LIU+TYPE+ESTIMATOR Search LIU+TYPE+ESTIMATOR
8 ORDINARY RIDGE REGRESSION ESTIMATOR 13 80% 2% 8 Search ORDINARY+RIDGE+REGRESSION+ESTIMATOR Search ORDINARY+RIDGE+REGRESSION+ESTIMATOR
9 RIDGE REGRESSION ESTIMATOR 11 67% 2% 10 Search RIDGE+REGRESSION+ESTIMATOR Search RIDGE+REGRESSION+ESTIMATOR
10 RIDGE ESTIMATOR 11 52% 3% 15 Search RIDGE+ESTIMATOR Search RIDGE+ESTIMATOR

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 LIU ESTIMATOR 41 100% 3% 15
2 NONORTHOGONAL PROBLEMS 18 24% 13% 67
3 RIDGE REGRESSION 12 14% 16% 83
4 COMBINING RIDGE 12 86% 1% 6
5 LIU TYPE ESTIMATOR 11 78% 1% 7
6 RIDGE ESTIMATORS 6 80% 1% 4
7 BIASED ESTIMATORS 6 71% 1% 5
8 BIASED ESTIMATION 5 24% 3% 18
9 ERROR MATRIX COMPARISONS 3 100% 1% 3
10 REGRESSION ESTIMATORS 2 21% 2% 9

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
INDIVIDUAL-DIFFERENCES IN ATTITUDE-BEHAVIOR CONSISTENCY - THE PREDICTION OF CONTRACEPTIVE BEHAVIOR 1990 22 18 11%
PRINCIPAL COMPONENTS IN ECONOMETRICS 1988 2 9 67%
DEVELOPMENTS IN LINEAR-REGRESSION METHODOLOGY - 1959-1982 1983 96 27 19%
LATENT ROOT REGRESSION - A BIASED REGRESSION METHODOLOGY FOR USE WITH COLLINEAR PREDICTOR VARIABLES 1986 2 6 67%
MULTICOLLINEARITY IN REGRESSION - REVIEW AND EXAMPLES 1982 6 5 100%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 CUENTAS NACL 3 100% 0.6% 3
2 KLDAIP 2 32% 1.1% 6
3 ECON FINANCE STAT 2 12% 2.8% 15
4 MATH FINANCES 1 30% 0.6% 3
5 OUR MARKET DISCRIMINAT STUDIES 1 25% 0.6% 3
6 CHEM REACT KINET DYNAM GRP 1 50% 0.2% 1
7 OUR MARKET POLICY CAFO 1 25% 0.4% 2
8 MATH COMP SCI INFORMAT SYST 0 33% 0.2% 1
9 SWEDISH RETAIL 0 33% 0.2% 1
10 PLANNING STAT 0 17% 0.4% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000184929 QUADRATIC LOSS//MINIMAXITY//INADMISSIBILITY
2 0.0000155699 LINEAR SUFFICIENCY//GENERAL GAUSS MARKOV MODEL//PARTITIONED LINEAR MODEL
3 0.0000130580 ASYMPTOTIC DISTRIBUTIONAL RISK//EFFECTIVE INTERVAL//REGRET FUNCTION
4 0.0000110545 LOCAL INFLUENCE//LIKELIHOOD DISPLACEMENT//COOKS DISTANCE
5 0.0000089848 HOT DUPLICATION//COLD DUPLICATION//RELIABILITY EQUIVALENCE FACTOR
6 0.0000088878 RELATIVE WEIGHT ANALYSIS//PREDICTOR IMPORTANCE//DOMINANCE ANALYSIS
7 0.0000076827 CANONICAL CORRELATION COEFFICIENT//KULLBACK LEIBLER INFORMATION//BIAS CORRECTED AIC
8 0.0000071921 AVERAGE PREDICTIVE COMPARISON//SECT CLIN CHEM BIOCHEM//BOND RATING PREDICTION
9 0.0000069557 PROBABILISTIC ESTIMATE//C V SEGMENTATION//SYNERGETIC PATTERN RECOGNITION
10 0.0000062485 RIDGE TYPE ESTIMATION//TWO DIMENSIONAL LAPLACE TRANSFORM 2DLT//TETHERED SATELLITES