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MSIQ: JOINT MODELING OF MULTIPLE RNA-SEQ SAMPLES FOR ACCURATE ISOFORM QUANTIFICATION 期刊论文
ANNALS OF APPLIED STATISTICS, 2018, 卷号: 12, 期号: 1, 页码: 510-539
Authors:  Li, Wei Vivian;  Zhao, Anqi;  Zhang, Shihua;  Li, Jingyi Jessica
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Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity  
MSIQ: JOINT MODELING OF MULTIPLE RNA-SEQ SAMPLES FOR ACCURATE ISOFORM QUANTIFICATION 期刊论文
ANNALS OF APPLIED STATISTICS, 2018, 卷号: 12, 期号: 1, 页码: 510
Authors:  Li, Wei Vivian;  Zhao, Anqi;  Zhang, Shihua;  Li, Jingyi Jessica
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EFFICIENT CALIBRATION FOR IMPERFECT COMPUTER MODELS 期刊论文
ANNALS OF STATISTICS, 2015, 卷号: 43, 期号: 6, 页码: 2331-2352
Authors:  Tuo, Rui;  Wu, C. F. Jeff
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Computer experiments  uncertainty quantification  semiparametric efficiency  reproducing kernel Hilbert space  
FOCUSED INFORMATION CRITERION AND MODEL AVERAGING FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS 期刊论文
ANNALS OF STATISTICS, 2011, 卷号: 39, 期号: 1, 页码: 174-200
Authors:  Zhang, Xinyu;  Liang, Hua
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Additive models  backfitting  focus parameter  generalized partially linear models  marginal integration  model average  model selection  polynomial spline  shrinkage methods  
STATISTICAL INFERENCE FOR SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELS WITH ERROR-PRONE LINEAR COVARIATES 期刊论文
ANNALS OF STATISTICS, 2009, 卷号: 37, 期号: 1, 页码: 427-458
Authors:  Zhou, Yong;  Liang, Hua
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Ancillary variables  de-noise linear model  errors-in-variable  profile least-square-based estimator  rational expection model  validation data  wild bootstrap  
Hazard models with varying coefficients for multivariate failure time data 期刊论文
ANNALS OF STATISTICS, 2007, 卷号: 35, 期号: 1, 页码: 324-354
Authors:  Cai, Jianwen;  Fan, Jianqing;  Zhou, Haibo;  Zhou, Yong
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local pseudo-partial likelihood  marginal hazard model  martingale  multivariate failure time  one-step estimator  varying coefficients  
Estimation in semiparametric spatial regression 期刊论文
ANNALS OF STATISTICS, 2006, 卷号: 34, 期号: 3, 页码: 1395-1435
Authors:  Gao, Jiti;  Lu, Zudi;  Tjostheim, Dag
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additive approximation  asymptotic theory  conditional autoregression  local linear kernel estimate  marginal integration  semiparametric regression  spatial mixing process  
Local partial-likelihood estimation for lifetime data 期刊论文
ANNALS OF STATISTICS, 2006, 卷号: 34, 期号: 1, 页码: 290-325
Authors:  Fan, JQ;  Lin, HZ;  Zhou, Y
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local partial likelihood  one-step estimation  varying coefficient  proportional hazards model  variable selection  
Empirical likelihood-based inference under imputation for missing response data 期刊论文
ANNALS OF STATISTICS, 2002, 卷号: 30, 期号: 3, 页码: 896-924
Authors:  Wang, QH;  Rao, JNK
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empirical likelihood  missing response  regression imputation  
Estimation in a semiparametric partially linear errors-in-variables model 期刊论文
ANNALS OF STATISTICS, 1999, 卷号: 27, 期号: 5, 页码: 1519-1535
Authors:  Liang, H;  Hardle, W;  Carroll, RJ
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errors-in-variables  measurement error  nonparametric likelihood  orthogonal regression  partially linear model  semiparametric models  structural relations