Concepedia

Irregularly Sampled Data Analysis

Irregularly Sampled Data Analysis is a computational methodology within temporal phenotyping that addresses the challenge of extracting meaningful patterns from longitudinal observations collected at uneven, non-uniform time intervals, distinguishing itself from conventional time-series analysis by explicitly accounting for variable inter-observation durations.

49

Publications

4.3K

Citations

123

Authors

71

Institutions

Publications per year

2017–2026

12

Parents

Publications

49

Understanding the Lomb–Scargle Periodogram

The Astrophysical Journal Supplement Series · 2018 · 1.2K citations · Full text

, , +15

A Method of Bivariate Interpolation and Smooth Surface Fitting for Irregularly Distributed Data Points

Hiroshi Akima · ACM Transactions on Mathematical Software · 1978 · 745 citations · Full text

, , +11

Latent Ordinary Differential Equations for Irregularly-Sampled Time Series

Yulia Rubanova, Ricky T. Q. Chen, David Duvenaud · Neural Information Processing Systems · 2019 · 253 citations

, , +13

Statistical Methods to Study Timing of Vulnerability with Sparsely Sampled Data on Environmental Toxicants

Brisa N. Sánchez, Howard Hu, Heather J. Litman et al. · Environmental Health Perspectives · 2010 · 227 citations · Full text

, , +13

Analysis of Longitudinal Data with Irregular, Outcome-Dependent Follow-Up

Haiqun Lin, Daniel O. Scharfstein, Robert A. Rosenheck · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 160 citations · Full text

, , +9

1–5 of 49

Authors

123

  1. SR
    Somak Raychaudhury

    University of Birmingham, United Kingdom

    2 publications · 46 citations

    2

    h-index

  2. JC
    Juan C. Cuevas‐Tello

    Autonomous University of San Luis Potosí, Mexico

    2 publications · 46 citations

    2

    h-index

  3. HH
    Howard Hu

    Harvard University, United States

    2 publications · 240 citations

    2

    h-index

  4. HA
    Hiroshi Akima

    United States Department of Commerce, United States

    2 publications · 805 citations

    2

    h-index

  5. HJ
    Heather J. Litman

    New England Research Institutes, United States

    2 publications · 240 citations

    2

    h-index

1–5 of 123

Institutions

71

  1. Instituto Nacional de Salud Pública

    Cuernavaca, Mexico

    2 h-index

    2 publications

    240 citations

  2. New England Research Institutes

    Watertown, United States

    2 h-index

    2 publications

    240 citations

  3. University of Toronto

    Toronto, Canada

    2 h-index

    4 publications

    811 citations

  4. Uppsala University

    Uppsala, Sweden

    2 h-index

    4 publications

    270 citations

  5. Toronto Metropolitan University

    Toronto, Canada

    2 h-index

    4 publications

    282 citations

  6. University of Birmingham

    Birmingham, United Kingdom

    2 h-index

    6 publications

    138 citations

  7. Autonomous University of San Luis Potosí

    San Luis Potosí City, Mexico

    2 h-index

    2 publications

    46 citations

  8. University of Michigan

    Ann Arbor, United States

    2 h-index

    4 publications

    480 citations

1–8 of 71

Venues

  1. 2

    h-index

  2. Pattern Recognition

    2 publications · 45 citations

    2

    h-index

  3. Environmental Health Perspectives

    EHP · 2 publications · 240 citations

    2

    h-index

  4. The Annals of Applied Statistics

    AOAS · 2 publications · 42 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 168 citations

    2

    h-index

1–5