A Bayesian study for the comparison of generalized gamma model with its components
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The distribution of the outcome variable fixation duration is modeled as a gamma distribution because it emerges from the sum of individual measurements.
“We model the distribution of the outcome variable fi xation duration as a gamma distribution, as it emerges from the sum of individual measurements [32].”
From Same Scrutiny, More Time: Eye Tracking Insights into Reviewing LLM-Labelled Code (2026) · cites this paper as [32]
Cites
The direct use of likelihood for significance testing
Dempster, A. P. (1997) · Statistics and Computing · doi:10.1023/a:1018598421607 · Cited by 220 · see citing works
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Same Scrutiny, More Time: Eye Tracking Insights into Reviewing LLM-Labelled Code
Khojah, R., Gomes de Oliveira Neto, F., Mohamad, M., Frattini, J., & Leitner, P. (2026) · Proceedings of the 41st IEEE/ACM International Conference on Automated Software Engineering · doi:10.1145/3832783.3834423
- Authors
- Mukherjee, B., Gupta, A., & Upadhyay, S. K.
- Affiliations
- GlaxoSmithKline (India) (IN)
- Banaras Hindu University (IN)
- Corresponding author
- Mukherjee, Bhaswati
- Venue
- Sankhya B
- Published
- 2010-11
- Volume
- 72
- Issue
- 2
- Pages
- 154-174
- ISSN
- 0976-8386 (ISSN-L)
- 0976-8394
- OpenAlex
- W2029293924
- Cited by
- 15
- References
- 1
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 3 · 2022: 2 · 2021: 2 · 2018: 1 · 2017: 1 · 2015: 1 · 2013: 2
- FWCI
- 0.52
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Sankhya B (publishedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Distribution Estimation and Applications
- Physical Sciences › Mathematics › Statistics and Probability › Probability and Statistical Research
- Physical Sciences › Engineering › Safety, Risk, Reliability and Quality › Reliability and Maintenance Optimization
- Keywords
- generalized gamma distribution, component models, shape parameter, threshold parameter, lifetime distributions, model comparison, Bayesian model selection, simulation study
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
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