Detecting trends in time series of functional data: A study of Antarctic climate change

DOI10.1002/cjs.11231zbMath1306.62276OpenAlexW1994213253MaRDI QIDQ5175765

Regina Y. Liu, Pamela Llop, Ana Justel, Ricardo Fraiman

Publication date: 25 February 2015

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.11231

zbMATH Keywords

global warmingfunctional dataantarcticanonparametric test for functional datatrends in functional datatrends in time series

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to environmental and related topics (62P12)

Related Items

Revisit to functional data analysis of sleeping energy expenditure ⋮ Nonparametric trend estimation in functional time series with application to annual mortality rates ⋮ Detecting a structural change in functional time series using local Wilcoxon statistic ⋮ Change point analysis of covariance functions: a weighted cumulative sum approach ⋮ Sequential block bootstrap in a Hilbert space with application to change point analysis

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Curve forecasting by functional autoregression
• Linear processes in function spaces. Theory and applications
• Applied functional data analysis. Methods and case studies