5 citations · 11 across the 7 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
stat.ME2021
Adaptive Bayesian Sum of Trees Model for Covariate Dependent Spectral Analysis
Yakun Wang, Zeda Li, Scott A. Bruce
This article introduces a flexible and adaptive nonparametric method for estimating the association between multiple covariates and power spectra of multiple time series. The propo…
stat.ME2021★ 1 cited
Adaptive Frequency Band Analysis for Functional Time Series
Pramita Bagchi, Scott A. Bruce
The frequency-domain properties of nonstationary functional time series often contain valuable information. These properties are characterized through its time-varying power spectr…
stat.ME2021★ 1 cited
Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings
Zeda Li, Scott A. Bruce, Tian Cai
This article introduces a novel approach to the classification of categorical time series under the supervised learning paradigm. To construct meaningful features for categorical t…