{"url":"/method/dpcca","slug":"dpcca","name":"DPCCA","full_name":"Detrended Partial-Cross-Correlation Analysis","full_name_withheld":false,"description_markdown":"Based on detrended cross-correlation analysis (DCCA), this method is improved by including partial-correlation technique, which can be applied to quantify the relations of two non-stationary signals (with influences of other signals removed) on different time scales.","description_state":"present","introduced_year":null,"introduced_by":{"title":"Detrended Partial-Cross-Correlation Analysis: A New Method for Analyzing Correlations in Complex System","paper":"/paper/detrended-partial-cross-correlation-analysis-1","first_author":"Naiming Yuan","n_authors":6,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/detrended-partial-cross-correlation-analysis-1"},"source":{"url":"https://www.nature.com/articles/srep08143","title":"Detrended Partial-Cross-Correlation Analysis: A New Method for Analyzing Correlations in Complex System","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"Sequential","area_id":"sequential","collection":"Time Series Analysis","url":"/methods/category/time-series-analysis","pwc_aliases":[]}],"n_papers_tagged":6,"archive_num_papers":6,"papers_newest_first":[{"paper":"/paper/2506-08884","title":"InfoDPCCA: Information-Theoretic Dynamic Probabilistic Canonical Correlation Analysis","date":"2025-06-10","arxiv_id":"2506.08884","n_code_links":1,"syntology":null},{"paper":"/paper/video-based-marker-free-tracking-and-multi","title":"Video-based marker-free tracking and multi-scale analysis of mouse locomotor activity and behavioral aspects in an open field arena: A perspective approach to the quantification of complex gait disturbances associated with Alzheimer's disease","date":"2023-02-02","arxiv_id":null,"n_code_links":2,"syntology":null},{"paper":null,"title":"Comparison between Time Shifting Deviation and Cross-correlation Methods","date":"2021-11-15","arxiv_id":"2111.08428","n_code_links":0,"syntology":null},{"paper":null,"title":"Joint multifractal analysis based on the partition function approach: Analytical analysis, numerical simulation and empirical application","date":"2015-09-20","arxiv_id":"1509.05952","n_code_links":0,"syntology":null},{"paper":null,"title":"Detrended partial cross-correlation analysis of two nonstationary time series influenced by common external forces","date":"2015-04-15","arxiv_id":"1504.02435","n_code_links":0,"syntology":null},{"paper":"/paper/detrended-partial-cross-correlation-analysis-1","title":"Detrended Partial-Cross-Correlation Analysis: A New Method for Analyzing Correlations in Complex System","date":"2015-01-30","arxiv_id":null,"n_code_links":1,"syntology":null}],"papers_shown":6,"tasks":[{"task":"/task/time-series","name":"Time Series Analysis","papers":3},{"task":"/task/time-series-1","name":"Time Series","papers":2},{"task":"/task/representation-learning","name":"Representation Learning","papers":1},{"task":"/task/trajectory-modeling","name":"Trajectory Modeling","papers":1}],"tasks_shown":4,"n_tasks":4,"usage_by_year":[{"year":"2015","papers":3},{"year":"2021","papers":1},{"year":"2023","papers":1},{"year":"2025","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/dpcca"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}