Regression and time series model selection in small samples

The Relationship Between Variable Selection and Data Agumentation and a Method for Prediction

Allen, D. M. (1974) · Technometrics · doi:10.1080/00401706.1974.10489157 · Cited by 1,469 · see citing works

Multimodel Inference: Understanding AIC and BIC in Model Selection

Burnham, K. P., & Anderson, D. R. (2004) · Sociological Methods & Research · doi:10.1177/0049124104268644 · Cited by 11,648 · see citing works

AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons

Burnham, K. P., Anderson, D. R., & Huyvaert, K. P. (2011) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-010-1029-6 · Cited by 4,104 · see citing works

Model Selection and Model Averaging in Phylogenetics: Advantages of Akaike Information Criterion and Bayesian Approaches Over Likelihood Ratio Tests

Posada, D., & Buckley, T. R. (2004) · Systematic Biology · doi:10.1080/10635150490522304 · Cited by 3,927 · see citing works

Phylogenomics resolves the timing and pattern of insect evolution

Misof, B., Liu, S., Meusemann, K., Peters, R. S., Donath, A., Mayer, C., Frandsen, P. B., Ware, J., Flouri, T., Beutel, R. G., et al. (2014) · Science · doi:10.1126/science.1257570 · Cited by 2,694 · see citing works

Model selection for ecologists: the worldviews of AIC and BIC

Aho, K., Derryberry, D., & Peterson, T. (2014) · Ecology · doi:10.1890/13-1452.1 · Cited by 1,165 · see citing works

Impact of biochar and hydrochar addition on water retention and water repellency of sandy soil

Abel, S., Peters, A., Trinks, S., Schonsky, H., Facklam, M., & Wessolek, G. (2013) · Geoderma · doi:10.1016/j.geoderma.2013.03.003 · Cited by 785 · see citing works

Kernel methods in system identification, machine learning and function estimation: A survey

Pillonetto, G., Dinuzzo, F., Chen, T., De Nicolao, G., & Ljung, L. (2014) · Automatica · doi:10.1016/j.automatica.2014.01.001 · Cited by 741 · see citing works

Highly consistent effects of plant litter identity and functional traits on decomposition across a latitudinal gradient

Makkonen, M., Berg, M. P., Handa, I. T., Hättenschwiler, S., van Ruijven, J., van Bodegom, P. M., & Aerts, R. (2012) · Ecology Letters · doi:10.1111/j.1461-0248.2012.01826.x · Cited by 502 · see citing works

Topological organization of the human brain functional connectome across the lifespan

Cao, M., Wang, J.-H., Dai, Z.-J., Cao, X.-Y., Jiang, L.-L., Fan, F.-M., Song, X.-W., Xia, M.-R., Shu, N., Dong, Q., et al. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2013.11.004 · Cited by 440 · see citing works

Marine plastic debris emits a keystone infochemical for olfactory foraging seabirds

Savoca, M. S., Wohlfeil, M. E., Ebeler, S. E., & Nevitt, G. A. (2016) · Science Advances · doi:10.1126/sciadv.1600395 · Cited by 322 · see citing works

Comparing dynamic causal models using AIC, BIC and free energy

Penny, W. D. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.07.039 · Cited by 298 · see citing works

Wolves–coyotes–foxes: a cascade among carnivores

Levi, T., & Wilmers, C. C. (2012) · Ecology · doi:10.1890/11-0165.1 · Cited by 293 · see citing works

Stable isotope-based diet reconstructions of Turkana Basin hominins

Cerling, T. E., Manthi, F. K., Mbua, E. N., Leakey, L. N., Leakey, M. G., Leakey, R. E., Brown, F. H., Grine, F. E., Hart, J. A., Kaleme, P., et al. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1222568110 · Cited by 235 · see citing works

Likelihood ratios: A simple and flexible statistic for empirical psychologists

Glover, S., & Dixon, P. (2004) · Psychonomic Bulletin & Review · doi:10.3758/bf03196706 · Cited by 218 · see citing works

Lassopack: model selection and prediction with regularized regression in Stata

Ahrens, A., Hansen, C. B., & Schaffer, M. E. (2020) · The Stata Journal Promoting communications on statistics and Stata · doi:10.1177/1536867x20909697 · Cited by 212 · see citing works

Tolerant food sharing and reciprocity is precluded by despotism among bonobos but not chimpanzees

Jaeggi, A. V., Stevens, J. M. G., & Van Schaik, C. P. (2010) · American Journal of Physical Anthropology · doi:10.1002/ajpa.21288 · Cited by 205 · see citing works

One diffusion acquisition and different white matter models: How does microstructure change in human early development based on WMTI and NODDI?

Jelescu, I. O., Veraart, J., Adisetiyo, V., Milla, S. S., Novikov, D. S., & Fieremans, E. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2014.12.009 · Cited by 202 · see citing works

Selecting the Best Linear Mixed Model Under REML

Gurka, M. J. (2006) · The American Statistician · doi:10.1198/000313006x90396 · Cited by 200 · see citing works

Deep learning for small and big data in psychiatry

Koppe, G., Meyer-Lindenberg, A., & Durstewitz, D. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-020-0767-z · Cited by 189 · see citing works

The effect of protein timing on muscle strength and hypertrophy: a meta-analysis

Schoenfeld, B. J., Aragon, A. A., & Krieger, J. W. (2013) · Journal of the International Society of Sports Nutrition · doi:10.1186/1550-2783-10-53 · Cited by 201 · see citing works

Hippocampal Structure Predicts Statistical Learning and Associative Inference Abilities during Development

Schlichting, M. L., Guarino, K. F., Schapiro, A. C., Turk-Browne, N. B., & Preston, A. R. (2017) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01028 · Cited by 173 · see citing works

Virological factors that increase the transmissibility of emerging human viruses

Geoghegan, J. L., Senior, A. M., Di Giallonardo, F., & Holmes, E. C. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1521582113 · Cited by 155 · see citing works

Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study

Van Calster, B., van Smeden, M., De Cock, B., & Steyerberg, E. W. (2020) · Statistical Methods in Medical Research · doi:10.1177/0962280220921415 · Cited by 120 · see citing works

Decoding lifespan changes of the human brain using resting-state functional connectivity MRI

Wang, L., Su, L., Shen, H., & Hu, D. (2012) · PLoS ONE · doi:10.1371/journal.pone.0044530 · Cited by 115 · see citing works

Effects of weather and climate on the dynamics of animal population time series

Knape, J., & de Valpine, P. (2011) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2010.1333 · Cited by 107 · see citing works

EMMLi: A maximum likelihood approach to the analysis of modularity: MAXIMUM LIKELIHOOD ANALYSIS OF MODULARITY

Goswami, A., & Finarelli, J. A. (2016) · Evolution · doi:10.1111/evo.12956 · Cited by 99 · see citing works

Different patterns of cortical maturation before and after 38 weeks gestational age demonstrated by diffusion MRI in vivo

Batalle, D., O'Muircheartaigh, J., Makropoulos, A., Kelly, C. J., Dimitrova, R., Hughes, E. J., Hajnal, J. V., Zhang, H., Alexander, D. C., Edwards, A. D., et al. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2018.05.046 · Cited by 89 · see citing works

Changing expectations about speed alters perceived motion direction

Sotiropoulos, G., Seitz, A. R., & Seriès, P. (2011) · Current Biology · doi:10.1016/j.cub.2011.09.013 · Cited by 82 · see citing works

Effects of fire on spotted owl site occupancy in a late-successional forest

Roberts, S. L., van Wagtendonk, J. W., Miles, A. K., & Kelt, D. A. (2011) · Biological Conservation · doi:10.1016/j.biocon.2010.11.002 · Cited by 81 · see citing works

Mixture-based clustering for the ordered stereotype model

Fernández, D., Arnold, R., & Pledger, S. (2016) · Computational Statistics & Data Analysis · doi:10.1016/j.csda.2014.11.004 · Cited by 39 · see citing works

Pre- versus post-exercise protein intake has similar effects on muscular adaptations

Schoenfeld, B. J., Aragon, A., Wilborn, C., Urbina, S. L., Hayward, S. E., & Krieger, J. (2017) · PeerJ · doi:10.7717/peerj.2825 · Cited by 33 · see citing works

Temperature response of wheat decomposition is more complex than the common approaches of most multi-pool models

Bauer, J., Kirschbaum, M. U. F., Weihermüller, L., Huisman, J. A., Herbst, M., & Vereecken, H. (2008) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2008.07.024 · Cited by 29 · see citing works

Nonconvergence, covariance constraints, and class enumeration in growth mixture models.

McNeish, D., Harring, J. R., & Bauer, D. J. (2023) · Psychological Methods · doi:10.1037/met0000456 · Cited by 27 · see citing works

School start times and teenage driver motor vehicle crashes

Foss, R. D., Smith, R. L., & O'Brien, N. P. (2019) · Accident Analysis & Prevention · doi:10.1016/j.aap.2018.03.031 · Cited by 17 · see citing works

The degree to which the cultural ideal is internalized predicts judgments of male and female physical attractiveness

Ridley, B. J., Cornelissen, P. L., Maalin, N., Mohamed, S., Kramer, R. S. S., McCarty, K., & Tovée, M. J. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.980277 · Cited by 15 · see citing works

Factor mixture modeling of intolerance of uncertainty.

Oglesby, M. E., Allan, N. P., Short, N. A., Raines, A. M., & Schmidt, N. B. (2017) · Psychological Assessment · doi:10.1037/pas0000357 · Cited by 15 · see citing works

Estimating Common Growth Patterns in Juvenile Chinook Salmon (Oncorhynchus tshawytscha) from Diverse Genetic Stocks and a Large Spatial Extent

Goertler, P. A. L., Scheuerell, M. D., Simenstad, C. A., & Bottom, D. L. (2016) · PLOS ONE · doi:10.1371/journal.pone.0162121 · Cited by 10 · see citing works

Active reinforcement learning versus action bias and hysteresis: control with a mixture of experts and nonexperts

Colas, J. T., O’Doherty, J. P., & Grafton, S. T. (2024) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1011950 · Cited by 6 · see citing works

Assessing shortnose sturgeon response to estuarine dredging in the Savannah River using a before-after control-impact (BACI) approach

Rider, H. J., Morgan, K. M., Bond, A. T., Nolan, J. D., Fox, A. G., & Hamel, M. J. (2026) · Environmental Biology of Fishes · doi:10.1007/s10641-026-01901-0 · Cited by 1 · see citing works

River Otter Predation of Nesting Seabirds Along the Coasts of North America

Stuntz, L., & Orben, R. A. (2025) · Ecology and Evolution · doi:10.1002/ece3.72118

Longitudinal Analysis and Predictive Modeling of Nursing‐Sensitive Quality Indicators in Hemodialysis

Tang, S., Li, Q., Liu, L., He, L., Zhang, Y., & Chen, L. (2026) · Journal of Nursing Management · doi:10.1155/jonm/8833031