Fractionally integrated curve time series with cointegration

WK Seo, HL Shang - Electronic Journal of Statistics, 2024 - projecteuclid.org
We introduce methods and theory for fractionally cointegrated curve time series. We develop
a variance-ratio test to determine the dimensions associated with the nonstationary and …

A note on Johansen's rank conditions and the Jordan form of a matrix

M Franchi - Journal of Time Series Analysis, 2024 - Wiley Online Library
This note presents insights on the Jordan structure of a matrix which are derived from an
extension of the I (1) and I (2) conditions in Johansen (1996). It is first observed that these …

The general solution to an autoregressive law of motion

BK Beare, M Franchi, P Howlett - arXiv preprint arXiv:2402.01966, 2024 - arxiv.org
In this article we provide a complete description of the set of all solutions to an
autoregressive law of motion in a finite-dimensional complex vector space. Every solution is …

Functional principal component analysis for cointegrated functional time series

WK Seo - Journal of Time Series Analysis, 2024 - Wiley Online Library
Functional principal component analysis (FPCA) has played an important role in the
development of functional time series analysis. This note investigates how FPCA can be …

Inference on common trends in functional time series

MØ Nielsen, WK Seo, D Seong - arXiv preprint arXiv:2312.00590, 2023 - arxiv.org
This paper studies statistical inference on unit roots and cointegration for time series in a
Hilbert space. We develop statistical inference on the number of common stochastic trends …

Cointegration, root functions and minimal bases

M Franchi, P Paruolo - Econometrics, 2021 - mdpi.com
This paper discusses the notion of cointegrating space for linear processes integrated of any
order. It first shows that the notions of (polynomial) cointegrating vectors and of root functions …

The Granger–Johansen representation theorem for integrated time series on Banach space

P Howlett, BK Beare, M Franchi… - Journal of Time …, 2024 - Wiley Online Library
We prove an extended Granger–Johansen representation theorem (GJRT) for finite‐or
infinite‐order integrated autoregressive time series on Banach space. We assume only that …

Fredholm inversion around a singularity: Application to autoregressive time series in Banach space

WK Seo - arXiv preprint arXiv:2304.03989, 2023 - arxiv.org
This paper consider inverting a holomorphic Fredholm operator pencil. Specifically, we
provide necessary and sufficient conditions for the inverse of a holomorphic Fredholm …

[PDF][PDF] The resolution and representation of time series in Banach space

A Albrecht, K Avrachenkov, B Beare, J Boland… - Preprint, 2021 - academia.edu
We describe a systematic procedure to calculate the resolvent operator for a linear pencil on
Banach space and thereby simplify, unify and extend known methods for resolution and …