VOL. 28 · NO. 5 | October2000
Statistics in Molecular Genetics
Sunwei Guo, Momiao Xiong
Ann. Statist. 28 (5), 1245-1278, (October2000) DOI: 10.1214/aos/1015957393 Open Access
KEYWORDS: Mapping QTL, linkage analysis, Sib pair analysis, multiple regression, variation analysis and epi-convergence, 62F03, 92D30, 60J20, 15A18‎
Lei Li, Terence P. Speed
Ann. Statist. 28 (5), 1279-1301, (October2000) DOI: 10.1214/aos/1015957394 Open Access
KEYWORDS: Deconvolution, spike train, Model selection, DNA sequencing, Toeplitz matrix, 62F10, 62F12, 86A22
Nonparametric Estimation
B. Laurent, P. Massart
Ann. Statist. 28 (5), 1302-1338, (October2000) DOI: 10.1214/aos/1015957395 Open Access
KEYWORDS: adaptive estimation, quadratic functionals, Model selection, Besov bodies, $l_p$-bodies, Gaussian sequence model, efficient estimation, 62G05, 62G20, 62J02
Edwin Choi, Peter Hall, Valentin Rousson
Ann. Statist. 28 (5), 1339-1355, (October2000) DOI: 10.1214/aos/1015957396 Open Access
KEYWORDS: bandwidth, curse of dimensionality, design sparsity, explanatory variables, kernel methods, local-linear estimator, local-polynomial methods, Nadaraya-Watson estimator, response variables, smoothing, 62G07, 62H05
Regression and Neural Network Models
Wenjiang Fu, Keith Knight
Ann. Statist. 28 (5), 1356-1378, (October2000) DOI: 10.1214/aos/1015957397 Open Access
KEYWORDS: penalized regression, Lasso, shrinkage estimation, epi-convergence in distribution, 62J05, 62J07, 62E20, 60F05
L. K. Jones
Ann. Statist. 28 (5), 1379-1389, (October2000) DOI: 10.1214/aos/1015957398 Open Access
KEYWORDS: Greedy approximation, local training, 62H99
Bayesian Nonparametrics and Prediction
Donato Michele Cifarelli, Eugenio Melilli
Ann. Statist. 28 (5), 1390-1413, (October2000) DOI: 10.1214/aos/1015957399 Open Access
KEYWORDS: Dirichlet process, distribution of the variance, hypergeometric functions, 62G99, 62E15
Gauri Sankar Datta, Malay Ghosh, Rahul Mukerjee, Trevor J. Sweeting
Ann. Statist. 28 (5), 1414-1426, (October2000) DOI: 10.1214/aos/1015957400 Open Access
KEYWORDS: Highest predictive density region, Jeffreys' prior, noninformative prior, posterior quantile, prediction interval, 62C10, 62F15
Financial Time Series
Thomas Mikosch, C{\u{a}}t{\u{a}}lin St{\u{a}}ric{\u{a}}
Ann. Statist. 28 (5), 1427-1451, (October2000) DOI: 10.1214/aos/1015957401 Open Access
KEYWORDS: GARCH, sample autocorrelations, stochastic recurrence equation, Pareto tail, Extremes, extremal index, Point processes, foreign exchange rates, 62P20, 90A20, 60G55, 60J10, 62F10, 62F12
Sequential Design and Confidence Sets
Kani Chen
Ann. Statist. 28 (5), 1452-1471, (October2000) DOI: 10.1214/aos/1015957402 Open Access
KEYWORDS: sequential sampling, logistic regression, fixed-width confidence interval, sequential test of hypotheses, treatment allocation, stochastic approximation, 62F12, 62I05
A. Dmitrienko, Z. Govindarajulu
Ann. Statist. 28 (5), 1472-1501, (October2000) DOI: 10.1214/aos/1015957403 Open Access
KEYWORDS: sequential methods, Asymptotic consistency, Asymptotic efficiency, 62L12, 62F10
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