4 papers
Multivariate Functional Clustering with Variable Selection and Application to Sensor Data from Engineering Systems
Zhongnan Jin, Jie Min, Yili Hong +2
Multi-sensor data that track system operating behaviors are widely available nowadays from various engineering systems. Measurements from each sensor over time form a curve and can…
Modeling Bivariate Geyser Eruption System with Covariate-Adjusted Recurrent Event Process
Zhongnan Jin, Lu Lu, Khaled Bedair +1
Geyser eruption is one of the most popular signature attractions at the Yellowstone National Park. The interdependence of geyser eruptions and impacts of covariates are of interest…
ADDT: An R Package for Analysis of Accelerated Destructive Degradation Test Data
Zhongnan Jin, Yimeng Xie, Yili Hong +1
Accelerated destructive degradation tests (ADDT) are often used to collect necessary data for assessing the long-term properties of polymeric materials. Based on the data, a therma…
Statistical Methods for Thermal Index Estimation Based on Accelerated Destructive Degradation Test Data
Yimeng Xie, Zhongnan Jin, Yili Hong +1
Accelerated destructive degradation test (ADDT) is a technique that is commonly used by industries to access material's long-term properties. In many applications, the accelerating…