Models for estimating an individual's risk of having or developing a disease are abundant in
the medical literature, yet many do not meet the methodological standards that have been …

Objective Calibrated risk models are vital for valid decision support. We define four levels of
calibration and describe implications for model development and external validation of …

The increase in detrital geochronological data presents challenges to existing approaches
to data visualization and comparison, and highlights the need for quantitative techniques …

These are the notes for 36-402, Advanced Data Analysis, at Carnegie Mellon. If you are not
enrolled in the class, you should know that it's the methodological capstone of the core …

Data from many scientific areas often come with measurement error. Density or distribution
function estimation from contaminated data and nonparametric regression with errors-in …

碎屑锆石U-Pb 年代学是探寻沉积物物源的重要手段, 在沉积学, 大地构造学和地貌学等领域应用
广泛. 从数据获取, 分析和比较3 个方面综述了碎屑锆石U-Pb 年代学研究的最新进展 …

Functional linear regression is a useful extension of simple linear regression and has been
investigated by many researchers. However, the functional variable selection problem when …

In this work, we develop a new smooth backfitting method and theory for estimating additive
nonparametric regression models when the covariates are contaminated by measurement …

In this paper we propose a varying coefficient model for highly sparse longitudinal data that
allows for error-prone time-dependent variables and time-invariant covariates. We develop a …

The U-Pb chronology of detritus zircon is an important method to explore sediment
provenance, which is widely used in sedimentology, geotectonics, geomorphology and …