Special Issue on Nonparametric Inference Under Shape Constraints
VOL. 33 · NO. 4 | November 2018
Statist. Sci. 33 (4), (November 2018) Open Access
No abstract available
Statist. Sci. 33 (4), (November 2018) Open Access
No abstract available
Richard J. Samworth, Bodhisattva Sen
Statist. Sci. 33 (4), 469-472, (November 2018) DOI: 10.1214/18-STS673 Open Access
No abstract available
Piet Groeneboom, Geurt Jongbloed
Statist. Sci. 33 (4), 473-492, (November 2018) DOI: 10.1214/18-STS657 Open Access
KEYWORDS: isotonic regression, Grenander estimator, inverse problem, Monotonicity, interval censoring, current status regression, Single index model, bootstrap, Chernoff’s distribution, Airy functions
Richard J. Samworth
Statist. Sci. 33 (4), 493-509, (November 2018) DOI: 10.1214/18-STS666 Open Access
KEYWORDS: Log-concavity, maximum likelihood estimation
Roger Koenker, Ivan Mizera
Statist. Sci. 33 (4), 510-526, (November 2018) DOI: 10.1214/18-STS658 Open Access
KEYWORDS: Density estimation, shape constraints, Rényi entropy, Convex optimization
Andrew L. Johnson, Daniel R. Jiang
Statist. Sci. 33 (4), 527-546, (November 2018) DOI: 10.1214/18-STS672 Open Access
KEYWORDS: shape constraints, multivariate convex regression, Nonparametric regression, production economics, consumer preferences, revealed preferences, approximate dynamic programming, reinforcement learning
Cécile Durot, Hendrik P. Lopuhaä
Statist. Sci. 33 (4), 547-567, (November 2018) DOI: 10.1214/18-STS664 Open Access
KEYWORDS: Cox model, current status model, isotonic estimation, limit theory, $\mathbb{L}_{p}$-distance, maximum likelihood estimators, monotone density, monotone failure rate, monotone regression, Supremum distance
Adityanand Guntuboyina, Bodhisattva Sen
Statist. Sci. 33 (4), 568-594, (November 2018) DOI: 10.1214/18-STS665 Open Access
KEYWORDS: adaptive risk bounds, bootstrap, Chernoff’s distribution, convex regression, isotonic regression, likelihood ratio test, monotone function, order preserving function estimation, projection on a closed convex set, tangent cone
Mary C. Meyer
Statist. Sci. 33 (4), 595-614, (November 2018) DOI: 10.1214/18-STS671 Open Access
KEYWORDS: monotone, convex, partial linear, Confidence interval
Victor-Emmanuel Brunel
Statist. Sci. 33 (4), 615-632, (November 2018) DOI: 10.1214/18-STS669 Open Access
KEYWORDS: convex body, set estimation, Nikodym metric, Hausdorff metric, support function
Moulinath Banerjee, Richard J. Samworth
Statist. Sci. 33 (4), 633-651, (November 2018) DOI: 10.1214/18-STS670 Open Access
KEYWORDS: Conversation, Empirical processes, semiparametric theory, shape-constrained inference, University of Washington
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