Concepedia

Model-based Estimation

Model-Based Estimation is a statistical inference approach that employs a structured probabilistic or deterministic framework to predict unobserved quantities by leveraging assumed relationships between observed data and underlying processes, thereby distinguishing it from design-based or non-parametric estimation methods.

1.2K

Publications

143.6K

Citations

3.2K

Authors

1.2K

Institutions

Publications per year

2017–2026

340

Parents

Publications

1.2K

Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

Fred S. Guthery, Kenneth P. Burnham, David Anderson · Journal of Wildlife Management · 2003 · 42.2K citations · Full text

, , +16

Fast model-based estimation of ancestry in unrelated individuals

David H. Alexander, John Novembre, Kenneth Lange · Genome Research · 2009 · 10.6K citations · Full text

, , +14

Normalization of Real-Time Quantitative Reverse Transcription-PCR Data: A Model-Based Variance Estimation Approach to Identify Genes Suited for Normalization, Applied to Bladder and Colon Cancer Data Sets

Claus L. Andersen, Jens Ledet Jensen, Torben F. Ørntoft · Cancer Research · 2004 · 7.2K citations

, , +17

Statsmodels: Econometric and Statistical Modeling with Python

Skipper Seabold, Josef Perktold · Proceedings of the Python in Science Conferences · 2010 · 6.5K citations · Full text

, , +16

Estimation and Inference of Impulse Responses by Local Projections

Òscar Jordà · American Economic Review · 2005 · 4.4K citations

, , +17

1–5 of 1.2K

Authors

3.2K

  1. TH
    Thomas Heldt

    Massachusetts Institute of Technology, United States

    6 publications · 222 citations

    6

    h-index

  2. EM
    E.K. Miller

    Lawrence Livermore National Laboratory, United States

    5 publications · 471 citations

    5

    h-index

  3. CF
    Charles F. Manski

    Northwestern University, United States

    5 publications · 232 citations

    5

    h-index

  4. AL
    Alexander L. Strehl

    Rutgers, The State University of New Jersey, United States

    5 publications · 715 citations

    5

    h-index

  5. GC
    George C. Verghese

    Massachusetts Institute of Technology, United States

    5 publications · 206 citations

    5

    h-index

1–5 of 3.2K

Institutions

1.2K

  1. University of California, Berkeley

    Berkeley, United States

    17 h-index

    32 publications

    2.9K citations

  2. University of Wisconsin–Madison

    Madison, United States

    14 h-index

    25 publications

    2.1K citations

  3. University of Waterloo

    Waterloo, Canada

    13 h-index

    23 publications

    846 citations

  4. The Ohio State University

    Columbus, United States

    13 h-index

    30 publications

    1K citations

  5. Stanford University

    Stanford, United States

    12 h-index

    25 publications

    6.3K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    12 h-index

    31 publications

    1.7K citations

  7. Politecnico di Milano

    Milan, Italy

    12 h-index

    22 publications

    745 citations

  8. Columbia University

    New York, United States

    11 h-index

    12 publications

    642 citations

1–8 of 1.2K

Venues

  1. Journal of the American Statistical Association

    37 publications · 9.6K citations

    27

    h-index

  2. 13

    h-index

  3. PLoS ONE

    12 publications · 401 citations

    12

    h-index

  4. SSRN Electronic Journal

    Repository · 12 publications · 452 citations

    11

    h-index

  5. Journal of Econometrics

    9 publications · 661 citations

    9

    h-index

1–5