1 citations · 1 across the 3 of their papers we have counts for
5 papers
Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches
Jordan Trinka, Hossein Haghbin, Mehdi Maadooliat
In this paper, we propose two nonparametric methods used in the forecasting of functional time-dependent data, namely functional singular spectrum analysis recurrent forecasting an…
Collective Spectral Density Estimation and Clustering for Spatially-Correlated Data
Tianbo Chen, Ying Sun, Mehdi Maadooliat
In this paper, we develop a method for estimating and clustering two-dimensional spectral density functions (2D-SDFs) for spatial data from multiple subregions. We use a common set…
Multivariate Functional Singular Spectrum Analysis Over Different Dimensional Domains
Jordan Trinka, Hossein Haghbin, Mehdi Maadooliat
In this work, we develop multivariate functional singular spectrum analysis (MFSSA) over different dimensional domains which is the functional extension of multivariate singular sp…
Functional Singular Spectrum Analysis
Hossein Haghbin, Seyed Morteza Najibi, Rahim Mahmoudvand +2
In this paper, we introduce a new extension of the Singular Spectrum Analysis (SSA) called functional SSA to analyze functional time series. The new methodology is developed by int…
Estimation of Multivariate Wrapped Models for Data in Torus
Anahita Nodehi, Mousa Golalizadeh, Mehdi Maadooliat +1
Multivariate circular observations, i.e. points on a torus are nowadays very common. Multivariate wrapped models are often appropriate to describe data points scattered on p-dimens…