David J. Nott - Publications, H-index & Citations

David J. Nott

National University of Singapore

32H指数

252论文数

3.3K被引数

收录论文 21

发表时间

Variational Inference for Hierarchical Models with Conditional Scale and Skewness Corrections

Journal of Computational and Graphical Statistics

IF1.8

2026-02-01

PREAI

Kock, Lucas; Tan, Linda S. L.; Bansal, Prateek; Nott, David J.

Posterior Risk of Modular and Semi-Modular Bayesian Inference 模块化与半模块化贝叶斯推断的后验风险

Journal of the American Statistical Association

IF3

2026-01-01

PREAI

Frazier, David T.; Nott, David J.

Cutting Feedback and Modularized Analyses in Generalized Bayesian Inference 在广义贝叶斯推断中的截断反馈与模块化分析

BAYESIAN ANALYSIS

IF2.5

2025-12-01

PREAI

Frazier, David T.; Nott, David J.

Deep Mixture of Linear Mixed Models for Complex Longitudinal Data 深度线性混合模型混合方法用于复杂纵向数据

STATISTICS IN MEDICINE

IF1.8

2025-10-01

OAAI

Kock, Lucas; Klein, Nadja; Nott, David J.

Cutting Feedback in Misspecified Copula Models 错配copula模型中的切割反馈

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2025-04-21

PREAI

Michael Stanley Smith; Weichang Yu; David J. Nott; David T. Frazier

Synthetic Likelihood in Misspecified Models 错误指定模型中的合成可能性

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2024-09-26

PREAI

Frazier, David T.; Nott, David J.; Drovandi, Christopher

Bayesian Inference for Misspecified Generative Models 错误指定的生成模型的贝叶斯推理

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF8.7

2024-04-22

OAAI

Nott, David J.; Drovandi, Christopher; Frazier, David T.

Variational Inference for Cutting Feedback in Misspecified Models

STATISTICAL SCIENCE

IF3.4

2023-08-01

OAAI

Yu, Xuejun; Nott, David J.; Smith, Michael Stanley

Fast and accurate variational inference for models with many latent variables

JOURNAL OF ECONOMETRICS

IF4

2022-10-01

OAAI

Loaiza-Maya, Ruben; Smith, Michael Stanley; Nott, David J.; Danaher, Peter J.

Bayesian Inference Using Synthetic Likelihood: Asymptotics and Adjustments

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2022-07-11

OAAI

Frazier, David T.; Nott, David J.; Drovandi, Christopher; Kohn, Robert

Variational Bayes approximation of factor stochastic volatility models

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2021-10-01

PREAI

Gunawan, David; Kohn, Robert; Nott, David

Checking for Prior-Data Conflict Using Prior-to-Posterior Divergences

STATISTICAL SCIENCE

IF3.4

2020-05-01

OAAI

Nott, David J.; Wang, Xueou; Evans, Michael; Englert, Berthold-Georg

Variational Inference for Generalized Linear Mixed Models Using Partially Noncentered Parametrizations

STATISTICAL SCIENCE

IF3.4

2013-05-01

OAAI

Tan, Linda S. L. y; Nott, David J.

Generalized smooth finite mixtures 广义光滑有限混合

JOURNAL OF ECONOMETRICS

IF4

2012-12-01

PREAI

Villani, Mattias; Kohn, Robert; Nott, David J.

Variable selection and model averaging in semiparametric overdispersed generalized linear models 半参数超分散广义线性模型的变量选择和模型平均

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2012-01-01

OAAI

Cottet, Remy; Kohn, Robert J.; Nott, David J.

Coefficient sign prediction methods for model selection

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2007-05-22

OAAI

Nott, David J.; Kuk, Anthony Y. C.

Normalization procedures and detection of linkage signal in genetical-genomics experiments

NATURE GENETICS

IF31.8

2006-08-01

PREAI

Williams, Rohan B. H.; Cotsapas, Chris J.; Cowley, Mark J.; Chan, Eva; Nott, David J.; Little, Peter F. R.

Antigen selection in the IgE response of allergic and nonallergic individuals

JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

IF11.2

2006-06-01

OAAI

Dahlke, Isabell; Nott, David J.; Ruhno, John; Sewell, William A.; Collins, Andrew M.

Statistical correction of a deterministic numerical weather prediction model

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2001-09-01

PREAI

Nott, DJ; Dunsmuir, WTM; Kohn, R; Woodcock, F

Multi-phase image modelling with excursion sets

SIGNAL PROCESSING

IF3.6

2000-01-01

PREAI

Nott, DJ; Wilson, RJ

研究方向