Applications of functional data analysis: A systematic review

被引：0
|
作者：
Shahid Ullah
Caroline F Finch
机构：
[1] Flinders University,Flinders Centre for Epidemiology and Biostatistics, School of Medicine, Faculty of Health Sciences
[2] University of Ballarat,Centre for Healthy and Safe Sports (CHASS)
来源：
BMC Medical Research Methodology | / 13卷
关键词：
Functional data analysis; Smoothing; Functional principal component analysis; Clustering; Functional linear model; Forecasting; Time series data;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Applications of functional data analysis: A systematic review
    Ullah, Shahid
    Finch, Caroline F.
    BMC MEDICAL RESEARCH METHODOLOGY, 2013, 13
  • [2] Data envelopment analysis applications in primary health care: a systematic review
    Zakowska, Izabela
    Godycki-Cwirko, Maciek
    FAMILY PRACTICE, 2020, 37 (02) : 147 - 153
  • [3] A Systematic Review on Functional Analysis of Noncompliance
    Alyssa M. Hurd
    Samantha J. Nercesian
    Katherine R. Brown
    Emma J. Visser
    Education and Treatment of Children, 2023, 46 : 45 - 58
  • [4] A Systematic Review on Functional Analysis of Noncompliance
    Hurd, Alyssa M.
    Nercesian, Samantha J.
    Brown, Katherine R.
    Visser, Emma J.
    EDUCATION AND TREATMENT OF CHILDREN, 2023, 46 (01) : 45 - 58
  • [5] A systematic review and Meta-data analysis on the applications of Deep Learning in Electrocardiogram
    Musa N.
    Gital A.Y.
    Aljojo N.
    Chiroma H.
    Adewole K.S.
    Mojeed H.A.
    Faruk N.
    Abdulkarim A.
    Emmanuel I.
    Folawiyo Y.Y.
    Ogunmodede J.A.
    Oloyede A.A.
    Olawoyin L.A.
    Sikiru I.A.
    Katb I.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (07) : 9677 - 9750
  • [6] Applications of network analysis to routinely collected health care data: a systematic review
    Brunson, Jason Cory
    Laubenbacher, Reinhard C.
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2018, 25 (02) : 210 - 221
  • [7] Marketing applications of Functional Data Analysis
    James, Gareth
    Sood, Ashish
    Tellis, Gerard
    FUNCTIONAL AND OPERATORIAL STATISTICS, 2008, : 209 - +
  • [8] Application of functional data analysis to explore movements: walking, running and jumping - A systematic review
    Dannenmaier, Julia
    Kaltenbach, Christina
    Koelle, Theresa
    Krischak, Gert
    GAIT & POSTURE, 2020, 77 : 182 - 189
  • [9] Scholarly data mining: A systematic review of its applications
    Dridi, Amna
    Gaber, Mohamed Medhat
    Azad, R. Muhammad Atif
    Bhogal, Jagdev
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2021, 11 (02)
  • [10] A Systematic Literature Review of Data Mining Applications in Healthcare
    Niaksu, Olegas
    Skinulyte, Jolita
    Duhaze, Hermine Grubinger
    WEB INFORMATION SYSTEMS ENGINEERING - WISE 2013 WORKSHOPS, 2014, 8182 : 313 - 324
12345