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Recent papers on Small Sample Size and Generalizability

Sorted by publication year (newest first) via OpenAlex. List regenerates every 24h.

Small-sample, size corrections of the t and F tests in some econometric specifications of the generalized linear regression model
2024 · Λόλα, Ευτυχία
2024
Stationary and non-stationary generalized extreme value modelling of extreme rainfall with small sample size
2023 · AIP conference proceedings · Siow, Chen Sian, Ghazali, Khadizah, Yusoff, Rubena et al.
2023
Parameter Estimations of the Generalized Extreme Value Distributions for Small Sample Size
2020 · Mathematics and Statistics · Roslan, RaziraAniza, Chin, Su Na, Gabda, Darmesah
2020
Approximated fast estimator for the shape parameter of generalized Gaussian distribution for a small sample size
2015 · Bulletin of the Polish Academy of Sciences Technical Sciences · Krupiński, Robert
2015
Modified Moment Method Estimator for the Shape Parameter of Generalized Gaussian Distribution for a Small Sample Size
2013 · Lecture notes in computer science · Krupiński, Robert
2013
Generalized nonlinear discriminant analysis and its small sample size problems
2010 · Neurocomputing · Zhang, Li, Zhou, Wei Da, Chang, Pei‐Chann
2010
Solving the small sample size problem in face recognition using generalized discriminant analysis
2005 · Pattern Recognition · Howland, Peg, Wang, Jianlin, Park, Haesun
2005
Supplementary Material: Power priors for latent variable mediation models under small sample sizes.
2026 · OSF Preprints (OSF Preprints) · Chen, Lihan, Falk, Carl F., Miocevic, Milica
2026
The Behavioural Patterns and Variation in Home Range Size of a Small Sample of Temminck's Pangolins Following Rehabilitation and Release
2026 · African Journal of Ecology · Stracquadanio, Leandra, Comley, Eleanor, Mponda, Chimwemwe Kalulu et al.
2026
Synthetic Data Generation and Nonparametric Techniques for Assessing Multivariate Similarity to Address Small-Sample Size Challenges
2026 · bioRxiv (Cold Spring Harbor Laboratory) · Heine, John, Fowler, Erin, Eschrich, Steven A. et al.
2026
<p>Covariate estimates for top 15 models according to Akaike’s Information Criterion for small sample sizes (AIC<sub>c</sub>) including combinations of multiple environmental variables related to habitat suitability.</p>
2026 · Figshare · Christensen, Erica M., Kleist, Nathan J., Edmunds, David R. et al.
2026
<p>Comparison of models predicting probability a mule deer newly tested positive for chronic wasting disease (CWD) in a one-year period. Models listed are the top models representing each of five hypotheses: 1) null hypothesis (non-environmental covariates), 2) deer density hypothesis (containing kernel density estimate as a covariate), 3) habitat suitability hypothesis (containing environmental covariates related to habitat suitability), 4) prion persistence hypothesis (containing environmental covariates related to prion persistence), and 5) combination hypothesis (containing environmental covariates related to both habitat suitability and prion persistence). K indicates the number of parameters in each model, and AIC<sub>c</sub> refers to Akaike’s Information Criterion for small sample sizes.</p>
2026 · Figshare · (6273698), Erica M. Christensen, Kleist, Nathan J., Edmunds, David R. et al.
2026
<p>Mean isotopic values (± SD) and niche areas for age groups of long-finned pilot whales (<i>n = 50</i>) including Total Area (TA), Standard Ellipse Area adjusted for small sample size (SEA<sub>c</sub>) and Bayesian Standard Ellipse Area (SEA<sub>b</sub>) mode. All <i>δ</i><sup>13</sup>C values have been lipid-corrected.</p>
2026 · Figshare · Kebke, Anna Sophie, Plint, Tessa, Canseco, Jose Antonio et al.
2026
3D-Gaussian fitting with DOM-EEMs of small sample sizes
2026 · Mendeley Data · Xu, Hecheng, Nie, Lei
2026
Research on reliability analysis method based on small-size samples of joint-operation of substation secondary equipment
2026 · DOAJ (DOAJ: Directory of Open Access Journals) · Wujie, CHAO, Zhijun, TANG, Liang, Yi
2026
Deep-frida: transparent data availability sampling with smaller size
2026 · Cybersecurity · Yang, Min, Zhang, Xinxuan, Deng, Y. K.
2026
How Small Outcome Misclassification and Large Sample Sizes Can Distort Rare-Event Analyses in Differentiated Thyroid Cancer
2026 · Epidemiology · Allen, David Zachariah, Sebelik, Merry
2026
‘Small’ sample size scenarios in animal behaviour: alternatives to the use of null hypothesis significance testing
2026 · Animal Behaviour · Chica, Alba García de la, Fernandez-Duque, Eduardo, Fernández-Juricic, Esteban
2026
Application of Variational Autoencoder‐Based Clustering for Geophysical Fluid Circulations With Small Sample Size
2026 · Journal of Geophysical Research Machine Learning and Computation · Aoki, Kunihiro, Nakano, H., Hirose, Nariaki et al.
2026
Using multilabel classification neural network to detect intersectional <scp>DIF</scp> with small sample sizes
2026 · British Journal of Mathematical and Statistical Psychology · Quan, Yale, Wang, Chun
2026
The Contribution of Digital Capabilities to Enhancing Operational Efficiency in Small and Medium-Sized Enterprises within the Context of Digital Transformation: A Field Study of a Sample of SME Owners in the City of Sétif
2026 · Science Education and Innovations in the Context of Modern Problems · Yessaad, Faiza, Beghoul, Zahir
2026
Predicting the risk of water-sand inrushes from coal seam roofs based on a small-size sample dataset
2026 · DOAJ (DOAJ: Directory of Open Access Journals) · Zhang, Wenquan, Li, Zixu, Zhu, X et al.
2026
Small sample sizes require simple and robust statistics: The case of IDDSI classification of commercially oral nutritional supplements
2026 · Clinical Nutrition ESPEN · Kontouli, Katerina Maria, Grammatikopoulou, Maria G., Panoutsopoulos, George et al.
2026
Leveraging Longitudinal Data to Improve <scp>BrainChart</scp> Calibration for Small Study Sample Sizes
2026 · Human Brain Mapping · Adamson, Chris, Moran, Chris, Brown, Amy et al.
2026
<i>Letter:</i> Post-Marketing Efficacy of Nemolizumab for Prurigo Nodularis: A Single-Center Study with a Small Sample Size
2026 · Dermatitis · Mima, Yoshihito, Yamamoto, Masako, Iozumi, Ken
2026
Tucker decompositions and graph convolution network based radio frequency fingerprint identification with extremely small sample size
2026 · Signal Processing · Kang, Ting, Jiang, Yuan, Xiong, Jun et al.
2026
FIGURE 5 in The loneliest number: small sample sizes result in taxonomic changes in Okanagana (Hemiptera: Auchenorrhyncha: Cicadidae: Tibicininae)
2026 · Zenodo (CERN European Organization for Nuclear Research) · Chatfield-Taylor, Will, Montelongo, Denise C.
2026
Influence of Cracks at the Middle-Height Layer Position on the Load-Bearing Capacity of Timber Beams: A Study Based on Small-Sized Specimens and a Large Sample Size
2026 · Buildings · Zhou, Le, Hu, Xiaoyi, Liu, Dalie et al.
2026
FIGURE 4 in The loneliest number: small sample sizes result in taxonomic changes in Okanagana (Hemiptera: Auchenorrhyncha: Cicadidae: Tibicininae)
2026 · Zenodo (CERN European Organization for Nuclear Research) · Chatfield-Taylor, Will, Montelongo, Denise C.
2026
FIGURE 2 in The loneliest number: small sample sizes result in taxonomic changes in Okanagana (Hemiptera: Auchenorrhyncha: Cicadidae: Tibicininae)
2026 · Zenodo (CERN European Organization for Nuclear Research) · Chatfield-Taylor, Will, Montelongo, Denise C.
2026