Trent Henderson
@trentlikesstats.bsky.social
Accredited Statistician | Final year statistics PhD student working on time series | Open-source software developer | #BiInSci 🏳️🌈
https://hendersontrent.github.io
https://hendersontrent.github.io
Reposted by Trent Henderson
New preprint! (by Kieran Owens)
Of interest to anyone who analyzes time-series data!:
"Time-series dimension reduction: a comprehensive review and conceptual unification of algorithms"
www.techrxiv.org/users/999518...
#timeseries #dimensionreduction #complexsystems
Of interest to anyone who analyzes time-series data!:
"Time-series dimension reduction: a comprehensive review and conceptual unification of algorithms"
www.techrxiv.org/users/999518...
#timeseries #dimensionreduction #complexsystems
Time-series dimension reduction: a comprehensive review and conceptual unification of algorithms
High-dimensional multivariate time-series data are analyzed in fields such as neuroscience, climatology, and finance. Time-series dimension-reduction (TSDR) methods are important for extracting inform...
www.techrxiv.org
November 26, 2025 at 4:13 AM
New preprint! (by Kieran Owens)
Of interest to anyone who analyzes time-series data!:
"Time-series dimension reduction: a comprehensive review and conceptual unification of algorithms"
www.techrxiv.org/users/999518...
#timeseries #dimensionreduction #complexsystems
Of interest to anyone who analyzes time-series data!:
"Time-series dimension reduction: a comprehensive review and conceptual unification of algorithms"
www.techrxiv.org/users/999518...
#timeseries #dimensionreduction #complexsystems
Reposted by Trent Henderson
New preprint: "Identifying statistical indicators of temporal asymmetry using a data-driven approach"
arxiv.org/abs/2511.15991
_Can we statistically distinguish the forward- versus reverse-time dynamics of a system from a finite time series?_
arxiv.org/abs/2511.15991
_Can we statistically distinguish the forward- versus reverse-time dynamics of a system from a finite time series?_
November 21, 2025 at 3:26 AM
New preprint: "Identifying statistical indicators of temporal asymmetry using a data-driven approach"
arxiv.org/abs/2511.15991
_Can we statistically distinguish the forward- versus reverse-time dynamics of a system from a finite time series?_
arxiv.org/abs/2511.15991
_Can we statistically distinguish the forward- versus reverse-time dynamics of a system from a finite time series?_