Concepedia

Irregular Sampling Models

Irregular Sampling Models is a statistical modeling framework designed to analyze time series data characterized by non-uniform observation intervals, distinguishing it from regular time series models by explicitly accounting for the variable temporal spacing between successive measurements.

94

Publications

5K

Citations

194

Authors

135

Institutions

Publications per year

2017–2026

18

Variants

Irregularly Spaced Time Series Models

Parents

Publications

94

AN ALTERNATIVE APPROACH TO MEASURING REVERBERATION LAGS IN ACTIVE GALACTIC NUCLEI

The Astrophysical Journal · 2011 · 346 citations · Full text

, , +13

<i>Wavelets: Mathematics and Applications</i>

John J. Benedetto, Michael Frazier, Bruno Torrésani · Physics Today · 1994 · 341 citations

, , +14

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

Reconstruction algorithms in irregular sampling

Karlheinz Gröchenig · Mathematics of Computation · 1992 · 251 citations · Full text

, , +15

Forecasting the frequency of changes in quoted foreign exchange prices with the autoregressive conditional duration model

Robert F. Engle, Jeffrey R. Russell · Journal of Empirical Finance · 1997 · 232 citations

, , +17

1–5 of 94

Authors

194

  1. KG
    Karlheinz Gröchenig

    University of Vienna, Austria

    6 publications · 798 citations

    6

    h-index

  2. HG
    Hans G. Feichtinger

    University of Vienna, Austria

    4 publications · 172 citations

    4

    h-index

  3. ÉR
    Éric Renault

    University of North Carolina at Chapel Hill, United States

    2 publications · 43 citations

    2

    h-index

  4. RF
    Robert F. Engle

    New York University, United States

    2 publications · 255 citations

    2

    h-index

  5. JR
    Jeffrey R. Russell

    University of Chicago, United States

    2 publications · 255 citations

    2

    h-index

1–5 of 194

Institutions

135

  1. University of Connecticut

    Storrs, United States

    6 h-index

    6 publications

    705 citations

  2. University of Vienna

    Vienna, Austria

    4 h-index

    9 publications

    280 citations

  3. University of Massachusetts Amherst

    Amherst Center, United States

    3 h-index

    6 publications

    378 citations

  4. Ifremer

    Brest, France

    2 h-index

    3 publications

    84 citations

  5. Beijing Jiaotong University

    Beijing, China

    2 h-index

    2 publications

    52 citations

  6. University of Toronto

    Toronto, Canada

    2 h-index

    4 publications

    848 citations

  7. Technion – Israel Institute of Technology

    Haifa, Israel

    2 h-index

    5 publications

    71 citations

  8. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    3 publications

    69 citations

1–8 of 135

Venues

  1. The Astrophysical Journal

    ApJ · 4 publications · 437 citations

    4

    h-index

  2. Mathematics of Computation

    MCOM · 3 publications · 462 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 127 citations

    3

    h-index

  4. IEEE Transactions on Information Theory

    3 publications · 134 citations

    3

    h-index

  5. IEEE Transactions on Signal Processing

    3 publications · 212 citations

    3

    h-index

1–5