Identifiability Problem

The "Identifiability Problem" is a methodological challenge in statistical modeling, specifically within age-period-cohort analysis, that arises when distinct combinations of age, period, and cohort effects produce identical observed outcomes, thereby preventing unique estimation of each effect due to their linear interdependency.

494

Publications

33.4K

Citations

Authors

497

Institutions

Publications per year

2017–2026

127

Parents

Age-period-cohort Analysis

Publications

494

Structural and practical identifiability analysis of partially observed dynamical models by exploiting the profile likelihood

Andreas Raue, Clemens Kreutz, Tim Maiwald et al. · Bioinformatics · 2009 · 1.4K citations · Full text

Engineering, Biological Engineering, Biological Systems Modeling +16

Identification in Parametric Models

Thomas J. Rothenberg · Econometrica · 1971 · 1.1K citations

Engineering, Mathematics, Econometrics +15

Identifiability, Exchangeability, and Epidemiological Confounding

Sander Greenland, James M. Robins · International Journal of Epidemiology · 1986 · 682 citations

Public Health, Biostatistics, Causal Inference +14

On global identifiability for arbitrary model parametrizations

Lennart Ljung, Torkel Glad · Automatica · 1994 · 639 citations

Engineering, Mathematics, Systems Engineering +13

On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics

Hongyu Miao, Xiaohua Xia, Alan S. Perelson et al. · SIAM Review · 2011 · 624 citations · Full text

Natural Sciences, Infectious Diseases, Mathematics +17

1–5 of 494

Authors

JR
Julio R. Banga
Consejo Superior de Investigaciones Científicas, Spain
12 publications · 1.5K citations
12
h-index
AF
Alejandro F. Villaverde
Universidade de Vigo, Spain
12 publications · 1K citations
12
h-index
MJ
Michael J. Chappell
University of Warwick, United Kingdom
13 publications · 682 citations
12
h-index
ND
Neil D. Evans
University of Warwick, United Kingdom
10 publications · 348 citations
10
h-index
KG
K.R. Godfrey
University of Warwick, United Kingdom
9 publications · 428 citations
9
h-index

1–5 of 1K

Institutions

497

1–8 of 497

Venues

Mathematical Biosciences
19 publications · 1.2K citations
18
h-index
IEEE Transactions on Automatic Control
18 publications · 1.7K citations
16
h-index
arXiv (Cornell University)
Repository · 19 publications · 556 citations
14
h-index
IEEE Transactions on Signal Processing
15 publications · 1.7K citations
14
h-index
Journal of the American Statistical Association
13 publications · 1.7K citations
13
h-index

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