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stat.ME2025
Bayesian approach to the PC component
Jie Yao, Kai Zhang, Eric Rose +1
Time series with multiple periodically correlated components is a complex problem with comparatively limited prior research. Most existing time series models are designed to accomm…
stat.ME2025
Assessing Bias in the Variable Bandpass Periodic Block Bootstrap Method
Yanan Sun, Eric Rose, Kai Zhang +1
The Variable Bandpass Periodic Block Bootstrap(VBPBB) is an innovative method for time series with periodically correlated(PC) components. This method applies bandpass filters to e…
stat.ME2025
Enhancing Data Completeness in Time Series: Imputation Strategies for Missing Data Using Significant Periodically Correlated Components
Asmaa Ahmad, Eric J Rose, Michael Roy +1
Missing data is a pervasive issue in statistical analyses, affecting the reliability and validity of research across diverse scientific disciplines. Failure to adequately address m…