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2001, Springer series in statistics., ISBN 9780387952840
eBook
2001, Springer series in statistics., ISBN 9780387952840
eBook
Journal of Business & Economic Statistics, ISSN 0735-0015, 04/2011, Volume 29, Issue 2, pp. 238 - 249
Journal Article
Journal of Human Resources, ISSN 0022-166X, 2015, Volume 50, Issue 2, pp. 317 - 372
We consider statistical inference for regression when data are grouped into clusters, with regression model errors independent across clusters but correlated... 
STANDARD ERRORS | TESTS | DIFFERENCE | BOOTSTRAP | PANEL-DATA | MATRIX ESTIMATOR | VARIABLES | ECONOMICS | HETEROSKEDASTICITY | LEAST-SQUARES | INDUSTRIAL RELATIONS & LABOR | Cluster analysis | Methods
Journal Article
Journal Article
1988, Statistics, textbooks and monographs, ISBN 0824776917, Volume 48, xi, 253
Book
The Review of Economics and Statistics, ISSN 0034-6535, 8/2008, Volume 90, Issue 3, pp. 414 - 427
Journal Article
Review of Economics and Statistics, ISSN 1530-9142, 03/2016, Volume 98, Issue 1, pp. 83 - 96
Abstract Suppose estimating a model on each of a small number of potentially heterogeneous clusters yields approximately independent, unbiased, and Gaussian... 
ARTICLES | TESTS | T-TEST | ERRORS | PANEL-DATA | IN-DIFFERENCES | BOUNDS | TIME-SERIES | SOCIAL SCIENCES, MATHEMATICAL METHODS | VARIABLES | ECONOMICS | HETEROSKEDASTICITY | ROBUST INFERENCE | Cluster analysis | Models
Journal Article
Journal Article
The Stata Journal, ISSN 1536-867X, 6/2018, Volume 18, Issue 2, pp. 447 - 460
In this article, we introduce clusteff, a community-contributed command for checking the severity of cluster heterogeneity in cluster–robust analyses. Cluster... 
Cluster heterogeneity | Clusteff | st0531 | cluster heterogeneity | HETEROGENEITY | BEHAVIOR | STATISTICS & PROBABILITY | SOCIAL SCIENCES, MATHEMATICAL METHODS | clusteff | ROBUST INFERENCE
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 10/2017, Volume 112, Issue 520, pp. 1684 - 1696
We study the plug-in estimator for density level sets under Hausdorff loss. We derive asymptotic theory for this estimator, and based on this theory, we... 
Visualization | Level set clustering | Asymptotic theory | Anomaly detection | Nonparametric inference | SCALE-SPACE | UNIFORM | STATISTICS & PROBABILITY | MEAN SHIFT | CONSISTENCY | NONPARAMETRIC-ESTIMATION | CLUSTER TREE | CONFIDENCE
Journal Article