Package: qtsa
Title: Quantum Time Series Analysis: Drift, Noise Spectroscopy and
        Calibration Forecasting
Version: 0.1.1
Author: Leila Marvian Mashhad [aut, cre]
Maintainer: Leila Marvian Mashhad <leila.marveian@gmail.com>
Authors@R: person("Leila", "Marvian Mashhad", email = "leila.marveian@gmail.com", role = c("aut", "cre"))
Description: Tools for exploratory statistical analysis of
        quantum-hardware calibration time series. The package provides
        simulators for random telegraph noise (RTN), power-law noise,
        and Ornstein-Uhlenbeck dephasing; Welch and sine-multitaper
        power spectral density estimators; a lightweight two-state
        hidden Markov model for switching signals; cumulative sum
        (CUSUM) and binary-segmentation diagnostics for calibration
        drift; residual-quantile interval forecasts; and
        filter-function calculations for illustrative coherence curves.
        The package includes a reproducible generator of simulated
        superconducting-qubit calibration records; it does not retrieve
        authenticated live provider data. Methodological background is
        provided by Welch (1967) <doi:10.1109/TAU.1967.1161901>,
        Thomson (1982) <doi:10.1109/PROC.1982.12433>, Rabiner (1989)
        <doi:10.1109/5.18626>, Page (1954)
        <doi:10.1093/biomet/41.1-2.100>, Paladino et al. (2014)
        <doi:10.1103/RevModPhys.86.361>, and Cywinski et al. (2008)
        <doi:10.1103/PhysRevB.77.174509>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.2
Depends: R (>= 4.1.0)
Imports: stats, graphics, utils
NeedsCompilation: no
Packaged: 2026-10-06 10:47:59 UTC; root
Repository: https://leilamarvian.r-universe.dev
Date/Publication: 2026-08-06 14:43:40 UTC
RemoteUrl: https://github.com/cran/qtsa
RemoteRef: HEAD
RemoteSha: 6751828438bd6b799f1c71900b21965aacd32f94