Concepedia

Exact Inference Under Sparse Data

Exact Inference Under Sparse Data is a statistical methodology for performing rigorous hypothesis testing and confidence interval estimation in categorical data analysis when sample sizes are too small or the data exhibit excessive zeros, such that asymptotic assumptions fail and exact computation of permutation or conditional distributions becomes necessary.

48

Publications

3.8K

Citations

132

Authors

71

Institutions

Publications per year

2017–2026

11

Parents

Publications

48

Density Estimation Using Real NVP

Laurent Dinh · arXiv (Cornell University) · 2016 · 793 citations · Full text

, , +16

Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring

Stephen Makonin, Fred Popowich, Ivan V. Bajić et al. · IEEE Transactions on Smart Grid · 2015 · 376 citations

, , +16

Learning latent temporal structure for complex event detection

Kevin Tang, Li Fei-Fei, Daphne Koller · 2012 · 374 citations

, , +12

The Recurrent Temporal Restricted Boltzmann Machine

Ilya Sutskever, Geoffrey E. Hinton, Graham W. Taylor · 2008 · 373 citations

, , +15

Factorial models and refiltering for speech separation and denoising

Sam T. Roweis · 2003 · 173 citations

, , +15

1–5 of 48

Authors

132

  1. CR
    Cyrus R. Mehta

    Cytel (United States), United States

    5 publications · 315 citations

    5

    h-index

  2. KF
    Karim F. Hirji

    University of California, Los Angeles, United States

    3 publications · 205 citations

    3

    h-index

  3. MV
    Mark van der Wilk

    University of Cambridge, United Kingdom

    2 publications · 36 citations

    2

    h-index

  4. CE
    Carl Edward Rasmussen

    University of Cambridge, United Kingdom

    2 publications · 36 citations

    2

    h-index

  5. AA
    Anastasios A. Tsiatis

    North Carolina State University, United States

    2 publications · 134 citations

    2

    h-index

1–5 of 132

Institutions

71

  1. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    5 publications

    145 citations

  2. Hebrew University of Jerusalem

    Jerusalem, Israel

    2 h-index

    4 publications

    282 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    108 citations

  4. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    2 publications

    138 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    5 publications

    1.2K citations

  6. Applied Biomathematics (United States)

    Setauket-East Setauket, United States

    2 h-index

    2 publications

    164 citations

  7. California Southern University

    Chandler, United States

    1 h-index

    2 publications

    322 citations

  8. Imperial College London

    London, United Kingdom

    1 h-index

    1 publications

    15 citations

1–8 of 71

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 894 citations

    7

    h-index

  2. Biometrics

    3 publications · 122 citations

    3

    h-index

  3. The American Statistician

    2 publications · 134 citations

    2

    h-index

  4. Journal of Econometrics

    1 publications · 71 citations

    1

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 1 publications · 20 citations

    1

    h-index

1–5