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The Annals of Statistics, ISSN 0090-5364, 2/2007, Volume 35, Issue 1, pp. 41 - 69
Journal Article
Social Indicators Research, ISSN 0303-8300, 5/2018, Volume 137, Issue 1, pp. 45 - 60
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 04/2020, pp. 1 - 9
Journal Article
by An, H and Won, S and Yoo, JK
JOURNAL OF THE KOREAN STATISTICAL SOCIETY, ISSN 1226-3192, 12/2017, Volume 46, Issue 4, pp. 623 - 628
In this paper, we propose an approach to combine the kernel matrices constructed by sliced average variance estimation (SAVE) with various numbers of slices.... 
TESTS | DIMENSION REDUCTION | PREDICTOR | Inverse regression | Fusing | Sufficient dimension reduction | STATISTICS & PROBABILITY | Sliced average variance estimation
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 04/2014, Volume 109, Issue 506, pp. 815 - 827
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 04/2016, Volume 111, Issue 514, pp. 813 - 821
We propose trace pursuit for model-free variable selection under the sufficient dimension-reduction paradigm. Two distinct algorithms are proposed: stepwise... 
Stepwise regression | Sliced average variance estimation | Selection consistency | Sliced inverse regression | Directional regression | STATISTICS & PROBABILITY | RANK | ORACLE PROPERTIES | INDEX MODELS | SUFFICIENT DIMENSION REDUCTION | SHRINKAGE | DISTRIBUTED PREDICTORS | LASSO | LIKELIHOOD
Journal Article
응용통계연구, ISSN 1225-066X, 2018, Volume 31, Issue 6, pp. 835 - 842
The so-called sliced average variance estimation (SAVE) is a popular methodology in sufficient dimension reduction literature. SAVE is sensitive to the number... 
역회귀 | 결합접근법 | sliced average variance estimation | sufficient dimension reduction | 충분 차원 축소 | inverse regression | Large p-small n 자료 | large p-small n data | fused approach | 통계학
Journal Article
Biometrika, ISSN 0006-3444, 6/2010, Volume 97, Issue 2, pp. 295 - 304
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 02/2014, Volume 124, pp. 150 - 165
Functional data are infinite-dimensional statistical objects which pose significant challenges to both theorists and practitioners. Both parametric and... 
Sliced average variance estimation | Polynomial splines | Sliced inverse regression | Functional principal component analysis | METHODOLOGY | SINGLE | MODELS | ESTIMATORS | STATISTICS & PROBABILITY | ASYMPTOTICS
Journal Article
Contemporary Economic Policy, ISSN 1074-3529, 01/2018, Volume 36, Issue 1, pp. 93 - 115
The literature examining the impact of teachers unions on education is very large and diverse. We meta‐analyze the literature on the wage impacts of teachers... 
PUBLIC ADMINISTRATION | ROBUST VARIANCE-ESTIMATION | SALARIES | ECONOMICS | COMPENSATION | PERFORMANCE | Teachers | Analysis | Teachers' unions | Economic aspects | Compensation and benefits | Wages | Meta-analysis | Economic models | Labor unions | Specification | Unionization | Statistical power | Averages
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Journal Article
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