VOL. 13 · NO. 2 | 2019
Fabian Dunker, Konstantin Eckle, Katharina Proksch, Johannes Schmidt-Hieber
Electron. J. Statist. 13 (2), 2257-2306, (2019) DOI: 10.1214/19-EJS1570 Open Access
KEYWORDS: Gaussian approximation, mode detection, Monotonicity, multiscale statistics, shape constraints, Radon transform, Ill-posed problems, 62G10, 62G15, 62G20
Alnur Ali, Ryan J. Tibshirani
Electron. J. Statist. 13 (2), 2307-2347, (2019) DOI: 10.1214/19-EJS1569 Open Access
KEYWORDS: generalized lasso, high-dimensional, uniqueness of solutions, generalized linear models, existence of solutions, 62J07, 62J07, 90C46
Edsel A. Peña, Taeho Kim
Electron. J. Statist. 13 (2), 2348-2390, (2019) DOI: 10.1214/19-EJS1577 Open Access
KEYWORDS: Bootstrap confidence region, BCa confidence region, confidence region, content of a confidence region, equivariant confidence region, expected values of differences of order statistics, invariant models, nonparametric confidence region, nonparametric measurement error model, randomized confidence region, 62G15, 62G09, 62G35
Charles R. Doss, Jon A. Wellner
Electron. J. Statist. 13 (2), 2391-2461, (2019) DOI: 10.1214/19-EJS1574 Open Access
KEYWORDS: Mode, consistency, convergence rate, Empirical processes, Convex optimization, log-concave, shape constraints, Symmetric, 62G07, 62G05, 62G20
Yingbo Li, Robert Lund, Anuradha Hewaarachchi
Electron. J. Statist. 13 (2), 2462-2520, (2019) DOI: 10.1214/19-EJS1568 Open Access
KEYWORDS: Breakpoints, Empirical Bayes, segmentation, structural breaks, time series, vector autoregressions, 62M10, 62C12, 62F10
Daisuke Kurisu
Electron. J. Statist. 13 (2), 2521-2565, (2019) DOI: 10.1214/19-EJS1584 Open Access
KEYWORDS: nonparametric inference, compound Poisson-driven Ornstein-Uhlenbeck process, spectral estimation, High-dimensional central limit theorem, macroscopic observations, 60F05, 62G15
Philip White, Emilio Porcu
Electron. J. Statist. 13 (2), 2566-2594, (2019) DOI: 10.1214/19-EJS1593 Open Access
KEYWORDS: Bayesian statistics, covariance functions, global data, great circle distance, spatiotemporal statistics, sphere
Luc Devroye, Tommy Reddad
Electron. J. Statist. 13 (2), 2595-2623, (2019) DOI: 10.1214/19-EJS1586 Open Access
KEYWORDS: Density estimation, minimax theory, discrete probability distribution, Vapnik-Chervonenkis dimension, monotone density, convex density, Histogram, 60G07
Gregory Haber, Yaakov Malinovsky
Electron. J. Statist. 13 (2), 2624-2657, (2019) DOI: 10.1214/19-EJS1583 Open Access
KEYWORDS: EM algorithm, group testing, multinomial sampling, restricted parameter space
Justin Chown, Nicolai Bissantz, Holger Dette
Electron. J. Statist. 13 (2), 2658-2685, (2019) DOI: 10.1214/19-EJS1591 Open Access
KEYWORDS: Hypothesis testing, indirect regression, Inverse problems, multivariate regression, regularization, 62G10, 62G30, 62G05, 62G08
Catherine Aaron
Electron. J. Statist. 13 (2), 2686-2716, (2019) DOI: 10.1214/19-EJS1581 Open Access
KEYWORDS: Geometric inference, Medial-Axis, skeleton, $r_{0}$-convexity, 62G05, 62H35, 62-07, 62-09, 62H05
Alessandro Selvitella
Electron. J. Statist. 13 (2), 2717-2763, (2019) DOI: 10.1214/19-EJS1579 Open Access
KEYWORDS: Distributions on manifolds, von Mises distributions, inverse stereographic distributions, molecular biology, protein folding problem, DNA-metabolism, 62E15, 62H10, 62H11, 62E10, 62E20, 62F03, 62F10, 62F12, 62H15
Alexander Kreiß, Enno Mammen, Wolfgang Polonik
Electron. J. Statist. 13 (2), 2764-2829, (2019) DOI: 10.1214/19-EJS1588 Open Access
KEYWORDS: asymptotic normality, counting processes, event counting, local likelihood estimation, modelling dependence, 62G05, 62G20, 62N99
Olivier Collier, Arnak S. Dalalyan
Electron. J. Statist. 13 (2), 2830-2864, (2019) DOI: 10.1214/19-EJS1590 Open Access
KEYWORDS: Column-sparsity, minimax estimation, Group-sparsity, linear transformation, high-dimensional inference, robust estimation, 62J05, 62G05
Jimmy Olsson, Tatjana Pavlenko, Felix L. Rios
Electron. J. Statist. 13 (2), 2865-2897, (2019) DOI: 10.1214/19-EJS1585 Open Access
KEYWORDS: structure learning, sequential sampling, decomposable graphical models, particle Gibbs, 62L20, 62L20, 62-09
Jinzhu Jia, Fang Xie, Lihu Xu
Electron. J. Statist. 13 (2), 2898-2920, (2019) DOI: 10.1214/19-EJS1580 Open Access
KEYWORDS: Poisson regression, $\ell _{1}$ penalization, $\ell _{1}$ consistency, Moderate deviation, tuning-free, Image reconstruction
François Bachoc, Agnès Lagnoux, Andrés F. López-Lopera
Electron. J. Statist. 13 (2), 2921-2969, (2019) DOI: 10.1214/19-EJS1587 Open Access
KEYWORDS: Gaussian processes, inequality constraints, fixed-domain asymptotics, constrained maximum likelihood, asymptotic normality, 62M30, 62F12
Sara van de Geer
Electron. J. Statist. 13 (2), 2970-3008, (2019) DOI: 10.1214/19-EJS1599 Open Access
KEYWORDS: Asymptotic efficiency, asymptotic variance, Cramér Rao lower bound, debiasing, Lasso, Sparsity, 62J07, 62E20
Peter W. MacDonald, Kun Liang, Arnold Janssen
Electron. J. Statist. 13 (2), 3009-3024, (2019) DOI: 10.1214/19-EJS1589 Open Access
KEYWORDS: False discovery rate, multiple hypothesis testing, simultaneous inference, martingale, stopping time, 62G10, 62F03, 62M02
Moreno Bevilacqua, Tarik Faouzi
Electron. J. Statist. 13 (2), 3025-3048, (2019) DOI: 10.1214/19-EJS1597 Open Access
KEYWORDS: infill asymptotics, long memory, microergodic parameter, maximum likelihood
Ryan Martin, Stephen G. Walker
Electron. J. Statist. 13 (2), 3049-3081, (2019) DOI: 10.1214/19-EJS1600 Open Access
KEYWORDS: Adaptation, data-dependent prior, Density estimation, Empirical Bayes, Nonparametric regression, 62C12, 62E20, 62G07, 62G08
Dana Yang
Electron. J. Statist. 13 (2), 3082-3094, (2019) DOI: 10.1214/19-EJS1605 Open Access
KEYWORDS: Bernstein-von Mises, high-dimensional Bayesian procedure, de-biasing
Yunyi Zhang, Jiazheng Liu, Zexin Pan, Dimitris N. Politis
Electron. J. Statist. 13 (2), 3095-3119, (2019) DOI: 10.1214/19-EJS1603 Open Access
KEYWORDS: Transformation function, quantile process, resampling method, 62G05, 62G09, 62G10
Hirofumi Ota, Kengo Kato, Satoshi Hara
Electron. J. Statist. 13 (2), 3120-3160, (2019) DOI: 10.1214/19-EJS1607 Open Access
KEYWORDS: Chernoff’s distribution, cube root asymptotics, modal regression, Quantile regression, 62J02, 62G20
Shengbin Zhou, Jingke Zhou, Bo Zhang
Electron. J. Statist. 13 (2), 3161-3194, (2019) DOI: 10.1214/19-EJS1601 Open Access
KEYWORDS: Graphical structure, Sparse regression, generalized linear models, sufficient dimension reduction, Oracle inequalities
Antonio Eduardo Gomes, Piet Groeneboom, Jon A. Wellner
Electron. J. Statist. 13 (2), 3195-3242, (2019) DOI: 10.1214/19-EJS1598 Open Access
KEYWORDS: MLE, survival sacrifice model, self-consistency equation, Volterra integral equation, primal-dual interior point algorithm, EM algorithm, smooth functionals, 62G09, 62N01
Jake A. Soloff, Adityanand Guntuboyina, Jim Pitman
Electron. J. Statist. 13 (2), 3243-3253, (2019) DOI: 10.1214/19-EJS1594 Open Access
KEYWORDS: Shape-constrained regression, statistical dimension, convex minorant, fluctuation theory, quantiles of stochastic processes
Housen Li, Qinghai Guo, Axel Munk
Electron. J. Statist. 13 (2), 3254-3296, (2019) DOI: 10.1214/19-EJS1608 Open Access
KEYWORDS: change-point regression, adaptive estimation, Oracle inequality, jump detection, model misspecification, multiscale inference, approximation spaces, robustness, 62G08, 62G20, 62G35
Claudio Durastanti, Tim Patschkowski
Electron. J. Statist. 13 (2), 3297-3335, (2019) DOI: 10.1214/19-EJS1596 Open Access
KEYWORDS: Spherical random fields, harmonic analysis, Gauss-Gegenbauer quadrature, Gegenbauer polynomials, hyperspherical harmonics, aliases, aliasing function, band-limited random fields, 62M15, 62M40
Guillermo Durand
Electron. J. Statist. 13 (2), 3336-3385, (2019) DOI: 10.1214/19-EJS1578 Open Access
KEYWORDS: multiple testing, FDR, weighting, grouped hypotheses, Adaptivity, optimality, 62J15, 62G10
Yen-Chi Chen, Youngjun Choe
Electron. J. Statist. 13 (2), 3386-3423, (2019) DOI: 10.1214/19-EJS1604 Open Access
KEYWORDS: nonparametric estimation, stochastic simulation model, oracle property, variance reduction, Monte Carlo, 62G20, 62G86, 62H30
Céline Duval, Johanna Kappus
Electron. J. Statist. 13 (2), 3424-3452, (2019) DOI: 10.1214/19-EJS1602 Open Access
KEYWORDS: Adaptive density estimation, Deconvolution, decompounding, Model selection, 62C12, 62C20, 62G07
Clémonell Bilayi-Biakana, Gail Ivanoff, Rafał Kulik
Electron. J. Statist. 13 (2), 3453-3484, (2019) DOI: 10.1214/19-EJS1595 Open Access
KEYWORDS: long memory, tail empirical process, Hill estimator, harmonic mean estimator, stochastic volatility, leverage
Fangzheng Xie, Wei Jin, Yanxun Xu
Electron. J. Statist. 13 (2), 3485-3512, (2019) DOI: 10.1214/19-EJS1616 Open Access
KEYWORDS: Bayesian nonparametric regression, block prior, finite random series, Gaussian splines, integrated $L_{2}$-distance, rate of contraction
Richard Nickl, Jakob Söhl
Electron. J. Statist. 13 (2), 3513-3571, (2019) DOI: 10.1214/19-EJS1609 Open Access
KEYWORDS: Bayesian nonlinear inverse problems, Compound Poisson processes, Lévy processes, asymptotics of nonparametric Bayes procedures
Farid El Ktaibi, B. Gail Ivanoff
Electron. J. Statist. 13 (2), 3572-3612, (2019) DOI: 10.1214/19-EJS1613 Open Access
KEYWORDS: time series, Change-point, sequential empirical process, Moving block bootstrap, Causal linear process, 62G09, 62M10, 62G10, 62G30, 60F17
Haoyang Liu, Chao Gao
Electron. J. Statist. 13 (2), 3613-3653, (2019) DOI: 10.1214/19-EJS1617 Open Access
KEYWORDS: Minimax rate, Nonparametric functional estimation, adaptive estimation, contamination model, robust statistics, Lepski’s method
Michael Hoffmann, Holger Dette
Electron. J. Statist. 13 (2), 3654-3709, (2019) DOI: 10.1214/19-EJS1610 Open Access
KEYWORDS: Lévy measure, jump compensator, transition kernel, Empirical processes, weak convergence, multiplier bootstrap, Change points, gradual changes, 60F17, 60G51, 62G10, 62M99
Tobias Kley, Philip Preuß, Piotr Fryzlewicz
Electron. J. Statist. 13 (2), 3710-3774, (2019) DOI: 10.1214/19-EJS1606 Open Access
KEYWORDS: forecasting, Yule-Walker estimate, local stationarity, covariance stationarity, 62M20, 62M10
Fadhel Ayed, Marco Battiston, Federico Camerlenghi, Stefano Favaro
Electron. J. Statist. 13 (2), 3775-3804, (2019) DOI: 10.1214/19-EJS1614 Open Access
KEYWORDS: Bernoulli product model, feature allocation model, Good-Turing estimator, minimax rate optimality, missing mass, non-asymptotic uncertainty quantification, nonparametric empirical Bayes, SNP data, 62G05, 62C20
Sotirios Sabanis, Ying Zhang
Electron. J. Statist. 13 (2), 3805-3850, (2019) DOI: 10.1214/19-EJS1615 Open Access
KEYWORDS: Markov chain Monte Carlo, higher order algorithm, rate of convergence, machine learning, sampling problem, super-linear coefficients, 62L10, 65C05
Fan Zhou
Electron. J. Statist. 13 (2), 3851-3892, (2019) DOI: 10.1214/19-EJS1582 Open Access
KEYWORDS: nonparametric estimation, low rank, Matrix completion, nuclear norm penalization, local polynomial estimator, Model selection, minimax lower bound, 62G05, 62G08, 62H12
Benedikt M. Pötscher, David Preinerstorfer
Electron. J. Statist. 13 (2), 3893-3942, (2019) DOI: 10.1214/19-EJS1611 Open Access
KEYWORDS: Heteroskedasticity and autocorrelation, trend testing, size distortion, power deficiency
Vitaliy Oryshchenko, Richard J. Smith
Electron. J. Statist. 13 (2), 3943-3984, (2019) DOI: 10.1214/19-EJS1619 Open Access
KEYWORDS: moment conditions, residuals, mean squared error, bandwidth, 62G07, 62G05, 62G20
Guorong Dai, Ursula U. Müller
Electron. J. Statist. 13 (2), 3985-4014, (2019) DOI: 10.1214/19-EJS1612 Open Access
KEYWORDS: Nonlinear regression, conditional mean model, efficiency, imputation, multivariate covariates, 62J02, 62F12, 62G05
Jonas R. Brehmer, Kirstin Strokorb
Electron. J. Statist. 13 (2), 4015-4034, (2019) DOI: 10.1214/19-EJS1622 Open Access
KEYWORDS: elicitability, elicitation complexity, extreme value index, max-functional, proper scoring rule, scoring functions, consistency, tail equivalence, 62C05, 62G32, 91B06
Tao Yu, Pengfei Li, Jing Qin
Electron. J. Statist. 13 (2), 4035-4078, (2019) DOI: 10.1214/19-EJS1620 Open Access
KEYWORDS: EM-like algorithm, empirical process, M-estimators, majorization-minimization algorithm, mixture data, smoothed likelihood function, 62G07, 62G20
Mark Fiecas, Chenlei Leng, Weidong Liu, Yi Yu
Electron. J. Statist. 13 (2), 4079-4101, (2019) DOI: 10.1214/19-EJS1621 Open Access
KEYWORDS: frequency domain time series, high dimension, functional dependency, smoothed periodogram, sparse precision matrix estimation
Min Ye, Alexander Barg
Electron. J. Statist. 13 (2), 4102-4120, (2019) DOI: 10.1214/19-EJS1625 Open Access
KEYWORDS: minimax estimation, Local differential privacy, 62G05
Taoufik Bouezmarni, Félix Camirand Lemyre, Jean-François Quessy
Electron. J. Statist. 13 (2), 4121-4156, (2019) DOI: 10.1214/19-EJS1623 Open Access
KEYWORDS: $\alpha$-mixing processes, Bandwidth selection, conditional copula, Kendall and Spearman dependence measures, local linear kernel estimation, weak convergence, 62G99, 62M99
Léa Longepierre, Catherine Matias
Electron. J. Statist. 13 (2), 4157-4223, (2019) DOI: 10.1214/19-EJS1624 Open Access
KEYWORDS: maximum likelihood estimation, dynamic network, dynamic stochastic block model, variational estimation, temporal network, 62F12
Hossein Keshavarz, XuanLong Nguyen, Clayton Scott
Electron. J. Statist. 13 (2), 4224-4279, (2019) DOI: 10.1214/19-EJS1592 Open Access
KEYWORDS: Local inversion-free covariance estimation, Gaussian process, computationally scalable, fixed-domain asymptotic analysis, irregularly spaced observations, 62M30, 62M40, 60G15
Christof Schötz
Electron. J. Statist. 13 (2), 4280-4345, (2019) DOI: 10.1214/19-EJS1618 Open Access
KEYWORDS: Fréchet mean, Barycenter, quadruple inequality, power inequality, rate of convergence, Hadamard space, 62G05, 62G20
Pierre Alquier, Nicolas Marie
Electron. J. Statist. 13 (2), 4346-4366, (2019) DOI: 10.1214/19-EJS1630 Open Access
KEYWORDS: Multivariate Time Series Analysis, matrix factorization, random matrices, Non-parametric regression, 62M20, 62H25, 62H12, 62M10, 62G08, 93E14, 60G35, 60B20
Zijuan Chen, Suojin Wang
Electron. J. Statist. 13 (2), 4367-4390, (2019) DOI: 10.1214/19-EJS1626 Open Access
KEYWORDS: Distributional properties, image processing, spatial statistics
Fabian Dunker, Stephan Klasen, Tatyana Krivobokova
Electron. J. Statist. 13 (2), 4391-4415, (2019) DOI: 10.1214/19-EJS1628 Open Access
KEYWORDS: Growth incidence curve, simultaneous confidence bands, Quantile processes, 62G15, 62G30
Rajarshi Mukherjee, Bodhisattva Sen
Electron. J. Statist. 13 (2), 4416-4448, (2019) DOI: 10.1214/19-EJS1629 Open Access
KEYWORDS: efficient estimation, Empirical distribution function, Hadamard directionally differentiable, least concave majorant, nonparametric maximum likelihood estimator, shape-constrained density estimation
Jue Hou, Jelena Bradic, Ronghui Xu
Electron. J. Statist. 13 (2), 4449-4507, (2019) DOI: 10.1214/19-EJS1562 Open Access
KEYWORDS: p-value, high-dimensional inference, one-step estimator, Survival analysis, 62N03, 62F30, 62J07
Yury A. Kutoyants
Electron. J. Statist. 13 (2), 4508-4526, (2019) DOI: 10.1214/19-EJS1631 Open Access
KEYWORDS: Partially observed linear system, Parameter estimation, hidden process, Kalman-Bucy filtration, ergodic process, One-step MLE-process, 62M05, 62M20, 62F12
Remigijus Leipus, Anne Philippe, Vytautė Pilipauskaitė, Donatas Surgailis
Electron. J. Statist. 13 (2), 4527-4572, (2019) DOI: 10.1214/19-EJS1632 Open Access
KEYWORDS: autoregressive model, panel data, mixture distribution, long memory, Sample covariance, scaling transition, Poisson random measure, asymptotic self-similarity, 60F05, 62M10
Laura Dumitrescu, Estate V. Khmaladze
Electron. J. Statist. 13 (2), 4573-4595, (2019) DOI: 10.1214/19-EJS1634 Open Access
KEYWORDS: asymptotically optimal test, contiguous alternatives, dependence alternatives, empirical process, goodness of fit, Kolmogorov–Smirnov statistics, unordered pairs, 62G10, 62G20
Zheng Fang
Electron. J. Statist. 13 (2), 4596-4645, (2019) DOI: 10.1214/19-EJS1638 Open Access
KEYWORDS: Grenander estimator, Kiefer-Wolfowitz theorem, least concave majorant, test of concavity/monotonicity, 62G05, 62G07, 62G09, 62G10, 62G20
Steve Hanneke, Liu Yang
Electron. J. Statist. 13 (2), 4646-4708, (2019) DOI: 10.1214/19-EJS1635 Open Access
KEYWORDS: Active learning, sequential design, selective sampling, statistical learning theory, surrogate loss functions, ‎classification‎, 62L05, 68Q32, 62H30, 68T05, 68T10, 68Q10, 68Q25, 68W40, 62G99
B. J. K. Kleijn, Y. Y. Zhao
Electron. J. Statist. 13 (2), 4709-4742, (2019) DOI: 10.1214/19-EJS1633 Open Access
KEYWORDS: Asymptotic consistency, posterior consistency, Bayesian consistency, marginal consistency, posterior rate of convergence, 62G07, 62G20
Denys Pommeret, Pierre Vandekerkhove
Electron. J. Statist. 13 (2), 4743-4793, (2019) DOI: 10.1214/19-EJS1650 Open Access
KEYWORDS: Chi-squared test, contamination model, semiparametric estimator, maximum likelihood estimator, nonparametric contiguous alternative, 62F03, 62G10
Yanglei Song, Xiaohui Chen, Kengo Kato
Electron. J. Statist. 13 (2), 4794-4848, (2019) DOI: 10.1214/19-EJS1643 Open Access
KEYWORDS: Infinite-order $U$-statistics, incomplete $U$ statistics, Gaussian approximation, bootstrap, random forests, uncertainty quantification
Christian Hennig, Cinzia Viroli, Laura Anderlucci
Electron. J. Statist. 13 (2), 4849-4883, (2019) DOI: 10.1214/19-EJS1640 Open Access
KEYWORDS: Fixed partition model, quantile discrepancy, high dimensional clustering, nonparametric mixture
Simon Holbach
Electron. J. Statist. 13 (2), 4884-4915, (2019) DOI: 10.1214/19-EJS1641 Open Access
KEYWORDS: local asymptotic normality, parametric signal estimation, degenerate diffusion, periodic drift, neuron models, 62F12, 60J60
Xiaoli Kong, Solomon W. Harrar
Electron. J. Statist. 13 (2), 4916-4944, (2019) DOI: 10.1214/19-EJS1644 Open Access
KEYWORDS: asymptotic expansion, Characteristic function, Covariance estimation, quadratic form, Multivariate test, profile analysis, 62H10, 62H15
Jonas Krampe
Electron. J. Statist. 13 (2), 4945-4976, (2019) DOI: 10.1214/19-EJS1642 Open Access
KEYWORDS: time series, Dynamic networks, high-dimensional, autoregressive
Lili Zheng, Garvesh Raskutti
Electron. J. Statist. 13 (2), 4977-5043, (2019) DOI: 10.1214/19-EJS1646 Open Access
KEYWORDS: Auto-regressive models, asymptotic normality, de-correlated score function, sub-Gaussian distribution
Taoufik Bouezmarni, Félix Camirand Lemyre, Anouar El Ghouch
Electron. J. Statist. 13 (2), 5044-5087, (2019) DOI: 10.1214/19-EJS1645 Open Access
KEYWORDS: conditional copula, Kendall’s tau, Kernel estimation, Spearman’s rho, Survival analysis, weak convergence, 62G99, 62N01
Isabella Verdinelli, Larry Wasserman
Electron. J. Statist. 13 (2), 5088-5119, (2019) DOI: 10.1214/19-EJS1639 Open Access
KEYWORDS: clustering, Wasserstein, 62G99, 62H30
Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis
Electron. J. Statist. 13 (2), 5120-5150, (2019) DOI: 10.1214/19-EJS1637 Open Access
KEYWORDS: Optimal transport, Sinkhorn divergence, central limit theorem, bootstrap, Hypothesis testing, 62G20, 62G10, 65C60
Vicky Fasen-Hartmann, Markus Scholz
Electron. J. Statist. 13 (2), 5151-5212, (2019) DOI: 10.1214/19-EJS1636 Open Access
KEYWORDS: cointegration, (super-)consistency, Identifiability, Kalman filter, MCARMA process, pseudo-innovation, quasi-maximum likelihood estimation, state space model, 91G70, 62H12, 62M10, 60F05
Stanislav Minsker
Electron. J. Statist. 13 (2), 5213-5252, (2019) DOI: 10.1214/19-EJS1647 Open Access
KEYWORDS: Distributed estimation, robust estimation, median-of-means estimator, Normal approximation, 6F35, 68W15
Ilmun Kim, Ann B. Lee, Jing Lei
Electron. J. Statist. 13 (2), 5253-5305, (2019) DOI: 10.1214/19-EJS1648 Open Access
KEYWORDS: Galaxy morphology, intrinsic dimension, kernel regression, Nearest neighbor regression, Permutation test, random forests, 62H15, 62G10, 62G20
X. Jessie Jeng, Xiongzhi Chen
Electron. J. Statist. 13 (2), 5306-5333, (2019) DOI: 10.1214/19-EJS1649 Open Access
KEYWORDS: debiased Lasso, FNC-Reg, Post-selection inference, variable screening, 62J07, 62F03
Maria Franco-Villoria, Massimo Ventrucci, Håvard Rue
Electron. J. Statist. 13 (2), 5334-5359, (2019) DOI: 10.1214/19-EJS1653 Open Access
KEYWORDS: INLA, overfitting, penalized complexity prior, varying coefficient models
Jun Zhang
Electron. J. Statist. 13 (2), 5360-5414, (2019) DOI: 10.1214/19-EJS1654 Open Access
KEYWORDS: Multiplicative and additive distortion measurement errors, local linear smoothing, Variable selection, restricted estimator, 62G05, 62G08, 62G20
David M. Zucker, Malka Gorfine
Electron. J. Statist. 13 (2), 5415-5453, (2019) DOI: 10.1214/19-EJS1651 Open Access
KEYWORDS: Case-control, family study, multivariate survival data, nonparametric estimator, local linear, 62N02, 62G20
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