Jan Hannig
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Explore the profile of Jan Hannig including associated specialties, affiliations and a list of published articles.
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11
Citations
19
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Recent Articles
1.
Yang X, Hannig J, Hoadley K, Carmichael I, Marron J
J Comput Graph Stat
. 2024 Aug;
33(2):736-748.
PMID: 39170642
For measuring the strength of visually-observed subpopulation differences, the Population Difference Criterion is proposed to assess the statistical significance of visually observed subpopulation differences. It addresses the following challenges: in...
2.
Cui Y, Gong R, Hannig J, Hoffman K
Science
. 2023 Jun;
380(6648):eadf9724.
PMID: 37262158
Steed . () illustrates the crucial impact that the quality of official statistical data products may exert on the accuracy, stability, and equity of policy decisions on which they are...
3.
Shi W, Hannig J, Lai R, Lee T
Stat Theory Relat Fields
. 2022 Aug;
5(4):316-331.
PMID: 36032779
As a classical problem, covariance estimation has drawn much attention from the statistical community for decades. Much work has been done under the frequentist and the Bayesian frameworks. Aiming to...
4.
Carmichael I, Calhoun B, Hoadley K, Troester M, Geradts J, Couture H, et al.
Ann Appl Stat
. 2022 Apr;
15(4):1697-1722.
PMID: 35432688
The two main approaches in the study of breast cancer are histopathology (analyzing visual characteristics of tumors) and genomics. While both histopathology and genomics are fundamental to cancer research, the...
5.
Neupert S, Growney C, Zhu X, Sorensen J, Smith E, Hannig J
Entropy (Basel)
. 2021 Apr;
23(4).
PMID: 33917284
Engagement in cognitively demanding activities is beneficial to preserving cognitive health. Our goal was to demonstrate the utility of frequentist, Bayesian, and fiducial statistical methods for evaluating the robustness of...
6.
Neupert S, Hannig J
J Gerontol B Psychol Sci Soc Sci
. 2019 Aug;
75(1):67-79.
PMID: 31420657
Objectives: We apply new statistical models to daily diary data to advance both methodological and conceptual goals. We examine age effects in within-person slopes in daily diary data and introduce...
7.
Liu Y, Hannig J, Pal Majumder A
Psychometrika
. 2019 Jul;
84(3):701-718.
PMID: 31264028
In applications of item response theory (IRT), it is often of interest to compute confidence intervals (CIs) for person parameters with prescribed frequentist coverage. The ubiquitous use of short tests...
8.
Hindberg K, Hannig J, Godtliebsen F
PLoS One
. 2019 Jan;
14(1):e0211044.
PMID: 30668596
Two classical multivariate statistical problems, testing of multivariate normality and the k-sample problem, are explored by a novel analysis on several resolutions simultaneously. The presented methods do not invert any...
9.
Liu Y, Hannig J
Psychometrika
. 2017 Feb;
82(4):1097-1125.
PMID: 28224368
Samejima's graded response model (GRM) has gained popularity in the analyses of ordinal response data in psychological, educational, and health-related assessment. Obtaining high-quality point and interval estimates for GRM parameters...
10.
Liu Y, Hannig J
Psychometrika
. 2016 Jan;
81(2):290-324.
PMID: 26769340
Generalized fiducial inference (GFI) has been proposed as an alternative to likelihood-based and Bayesian inference in mainstream statistics. Confidence intervals (CIs) can be constructed from a fiducial distribution on the...