This article is motivated by several articles that propose statistical inference where the independence of wavelet coefficients for both short- as well as long-range dependent time series is assumed.

DataCite Commons2020-09-04 更新70

Model Interpretation Through Lower-Dimensional Posterior Summarization

模型解释

统计推断

Nonparametric regression models have recently surged in their power and popularity, accompanying the trend of increasing dataset size and complexity. While these models have proven their predictive ab

DataCite Commons2021-09-29 更新50

Simultaneous inference for monotone and smoothly time-varying functions under complex temporal dynamics

统计推断

时间序列分析

We propose a new framework for the simultaneous inference of monotone and smoothly time-varying functions under complex temporal dynamics. This will be done utilizing the monotone rearrangement and th

Taylor & Francis Group2025-10-20 更新80

Bayesian Models for Corrosion Growth Rate

腐蚀预测建模

统计推断

Stan code for Bayesian model for estimating corrosion growth rate allowing for probabilistic imputation of missing data and partial pooling of information between location.

Mendeley Data2021-02-27 更新60