Model selection for ecologists: the worldviews of AIC and BIC

Estimating the Dimension of a Model

Schwarz, G. (1978) · The Annals of Statistics · doi:10.1214/aos/1176344136 · Cited by 47,033 · see citing works

Model selection and multimodel inference: a practical information-theoretic approach.

Guthery, F. S., Burnham, K. P., & Anderson, D. R. (2003) · The Journal of Wildlife Management · doi:10.2307/3802723 · Cited by 41,495 · see citing works

Information Theory and an Extension of the Maximum Likelihood Principle

Akaike, H. (1998) · Springer series in statistics · doi:10.1007/978-1-4612-1694-0_15 · Cited by 18,384 · see citing works

Bayes factors

Kass, R. E., & Raftery, A. E. (1995) · Journal of the American Statistical Association · doi:10.1080/01621459.1995.10476572 · Cited by 12,558 · see citing works

Experimental Design and Data Analysis for Biologists

Quinn, G. P., & Keough, M. J. (2002) · doi:10.1017/cbo9780511806384 · Cited by 10,674 · cited 1× · see citing works

The Logic of Scientific Discovery

Bhaskar, R. (2013) · Routledge eBooks · doi:10.4324/9780203090732-9 · Cited by 7,765 · see citing works

Applied Linear Statistical Models

Kutner, M., Nachtsheim, C. J., Neter, J., & Li, W. (1997) · Technometrics · doi:10.1080/00401706.1997.10485141 · Cited by 7,186 · see citing works

Regression and time series model selection in small samples

HURVICH, C. M., & TSAI, C.-L. (1989) · Biometrika · doi:10.1093/biomet/76.2.297 · Cited by 6,586 · see citing works

Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)

Breiman, L. (2001) · Statistical Science · doi:10.1214/ss/1009213726 · Cited by 4,340 · 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 in ecology and evolution

Johnson, J. B., & Omland, K. S. (2004) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2003.10.013 · Cited by 3,838 · see citing works

The Determination of the Order of an Autoregression

Hannan, E. J., & Quinn, B. G. (1979) · Journal of the Royal Statistical Society Series B (Statistical Methodology) · doi:10.1111/j.2517-6161.1979.tb01072.x · Cited by 3,052 · see citing works

<i>The Logic of Scientific Discovery</i>

Popper, K. R., & Weiss, G. (1959) · Physics Today · doi:10.1063/1.3060577 · Cited by 2,717 · see citing works

Ecological Models and Data in R

Bolker, B. M. (2008) · Princeton University Press eBooks · doi:10.1515/9781400840908 · Cited by 2,100 · see citing works

Computing Bayes Factors by Combining Simulation and Asymptotic Approximations

DiCiccio, T., Kass, R., Raftery, A., & Wasserman, L. (1997) · Journal of the American Statistical Association · doi:10.1080/01621459.1997.10474045 · Cited by 2,029 · see citing works

Model Based Inference in the Life Sciences: A Primer on Evidence

Anderson, D. R. (2007) · Springer eBooks · doi:10.1007/978-0-387-74075-1 · Cited by 1,847 · see citing works

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

Avoiding Pitfalls When Using Information-Theoretic Methods

Anderson, D. R., & Burnham, K. P. (2002) · Journal of Wildlife Management · doi:10.2307/3803155 · Cited by 1,327 · see citing works

Statistical modeling: The two cultures

Breiman, L. (2001) · Cited by 1,314 · see citing works

Ecological models and data in R

Bolker, B. M. (2008) · doi:10.2307/j.ctvcm4g37 · Cited by 1,297 · see citing works

An asymptotic equivalence of choice of model by cross validation and Akaike's criterion

Stone, M. (1977) · Journal of the Royal Statistical Society Series B (Statistical Methodology) · doi:10.1111/j.2517-6161.1977.tb01603.x · Cited by 1,286 · see citing works

Statistical predictor identification

Akaike, H. (1970) · Annals of the Institute of Statistical Mathematics · doi:10.1007/bf02506337 · Cited by 1,264 · see citing works

Statistical Predictor Identification

Akaike, H. (1998) · Springer series in statistics · doi:10.1007/978-1-4612-1694-0_11 · Cited by 1,216 · see citing works

Akaike Information Criterion Statistics.

Grove, D., Sakamoto, Y., Ishiguro, M., & Kitagawa, G. (1988) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.2307/2348776 · Cited by 1,184 · see citing works

More Comments on C P

Mallows, C. L. (1995) · Technometrics · doi:10.2307/1269729 · Cited by 1,089 · see citing works

Toward Evidence-Based Medical Statistics. 2: The Bayes Factor

Goodman, S. N. (1999) · Annals of Internal Medicine · doi:10.7326/0003-4819-130-12-199906150-00019 · Cited by 913 · see citing works

Shannon's Formula as a Measure of Specific Diversity: Its Use and Misuse

Pielou, E. C. (1966) · The American Naturalist · doi:10.1086/282439 · Cited by 820 · see citing works

Selection of the Order of an Autoregressive Model by Akaike's Information Criterion

Shibata, R. (1976) · Biometrika · doi:10.1093/biomet/63.1.117 · Cited by 789 · see citing works

Regression and Time Series Model Selection

McQuarrie, A. D. R., & Tsai, C. (1998) · WORLD SCIENTIFIC eBooks · doi:10.1142/9789812385451 · Cited by 699 · see citing works

A Bayesian analysis of the minimum AIC procedure

Akaike, H. (1978) · Annals of the Institute of Statistical Mathematics · doi:10.1007/bf02480194 · Cited by 627 · see citing works

Can the strengths of AIC and BIC be shared? A conflict between model indentification and regression estimation

Yang, Y. (2005) · Biometrika · doi:10.1093/biomet/92.4.937 · Cited by 608 · see citing works

A Bayesian Analysis of the Minimum AIC Procedure

Akaike, H. (1998) · Springer series in statistics · doi:10.1007/978-1-4612-1694-0_21 · Cited by 559 · see citing works

Regression and Time Series Model Selection

McQuarrie, A. D. R., & Tsai, C. (1998) · WORLD SCIENTIFIC eBooks · doi:10.1142/3573 · Cited by 519 · see citing works

An introduction to Bayesian inference for ecological research and environmental decision-making

Ellison, A. M. (1996) · Ecological Applications · doi:10.2307/2269588 · Cited by 482 · see citing works

Some Tests of Significance, Treated by the Theory of Probability

Jeffreys, H. (1935) · Mathematical Proceedings of the Cambridge Philosophical Society · doi:10.1017/s030500410001330x · Cited by 442 · see citing works

Some Comments on C p

Mallows, C. L. (1973) · Technometrics · doi:10.1080/00401706.1973.10489103 · Cited by 425 · see citing works

MODEL WEIGHTS AND THE FOUNDATIONS OF MULTIMODEL INFERENCE

Link, W. A., & Barker, R. (2006) · Ecology · doi:10.1890/0012-9658(2006)87[2626:mwatfo]2.0.co;2 · Cited by 400 · see citing works

Akaike Information Criterion Statistics.

Parzen, E., Sakamoto, Y., Ishiguro, M., Kitagawa, G., & Reidel, D. (1988) · Journal of the American Statistical Association · doi:10.2307/2289329 · Cited by 392 · see citing works

Performance of several variable‐selection methods applied to real ecological data

Murtaugh, P. A. (2009) · Ecology Letters · doi:10.1111/j.1461-0248.2009.01361.x · Cited by 361 · see citing works

In defense of P values

Murtaugh, P. A. (2014) · Ecology · doi:10.1890/13-0590.1 · Cited by 315 · see citing works

Estimating regression models of finite but unknown order

Geweke, J. F., & Meese, R. A. (1981) · Journal of Econometrics · doi:10.1016/0304-4076(81)90091-9 · Cited by 242 · see citing works

Science, evolution, and creationism

Ayala, F. J. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0711608105 · Cited by 222 · see citing works

Estimating Regression Models of Finite but Unknown Order

Geweke, J. F., & Meese, R. A. (1981) · International Economic Review · doi:10.2307/2526135 · Cited by 185 · see citing works

Testing Fisher, Neyman, Pearson, and Bayes

Christensen, R. (2005) · The American Statistician · doi:10.1198/000313005x20871 · Cited by 132 · see citing works

The Theory of Ecology

Scheiner, S. M., & Willig, M. R. (2011) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226736877.001.0001 · Cited by 131 · see citing works

CONSISTENCY OF BAYESIAN PROCEDURES FOR VARIABLE SELECTION

Casella, G., Girón, F. J., Lina, M., et al. (2008) · Cited by 122 · see citing works

Consistency of Bayesian procedures for variable selection

Casella, G., Girón, F. J., Martínez, M. L., et al. (2009) · The Annals of Statistics · doi:10.1214/08-aos606 · Cited by 112 · see citing works

Foundational and Applied Statistics for Biologists Using R

Aho, K. A. (2016) · Chapman & Hall/CRC eBooks · doi:10.1201/b16126 · Cited by 97 · see citing works

Models for Estimating Bayes Factors with Applications to Phylogeny and Tests of Monophyly

Suchard, M. A., Weiss, R. E., & Sinsheimer, J. S. (2005) · Biometrics · doi:10.1111/j.1541-0420.2005.00352.x · Cited by 67 · see citing works

Bayes, Jeffreys, Prior Distributions and the Philosophy of Statistics

Gelman, A. (2009) · Columbia Academic Commons (Columbia University) · doi:10.7916/d8j38ztd · Cited by 55 · see citing works

Bayes, Jeffreys, Prior Distributions and the Philosophy of Statistics

Gelman, A. (2009) · Statistical Science · doi:10.1214/09-sts284d · Cited by 50 · see citing works

Speech emotion recognition using deep 1D &amp; 2D CNN LSTM networks

Zhao, J., Mao, X., & Chen, L. (2019) · Biomedical Signal Processing and Control · doi:10.1016/j.bspc.2018.08.035 · Cited by 1,044 · see citing works

Variable selection strategies and its importance in clinical prediction modelling.

Chowdhury, M. Z. I., & Turin, T. C. (2020) · Family Medicine and Community Health · doi:10.1136/fmch-2019-000262 · Cited by 1,011 · see citing works

Developmental cognitive neuroscience using latent change score models: A tutorial and applications

Kievit, R. A., Brandmaier, A. M., Ziegler, G., van Harmelen, A.-L., de Mooij, S. M. M., Moutoussis, M., Goodyer, I. M., Bullmore, E., Jones, P. B., Fonagy, P., et al. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2017.11.007 · Cited by 516 · see citing works

Conceptual and methodological advances in habitat‐selection modeling: guidelines for ecology and evolution

Northrup, J. M., Vander Wal, E., Bonar, M., Fieberg, J., Laforge, M. P., Leclerc, M., Prokopenko, C. M., & Gerber, B. D. (2022) · Ecological Applications · doi:10.1002/eap.2470 · Cited by 227 · see citing works

The Association between Respiratory Infection and Air Pollution in the Setting of Air Quality Policy and Economic Change

Croft, D. P., Zhang, W., Lin, S., Thurston, S. W., Hopke, P. K., Masiol, M., Squizzato, S., van Wijngaarden, E., Utell, M. J., & Rich, D. Q. (2019) · Annals of the American Thoracic Society · doi:10.1513/annalsats.201810-691oc · Cited by 161 · see citing works

Temperature impacts the environmental suitability for malaria transmission by <i>Anopheles gambiae</i> and <i>Anopheles stephensi</i>

Villena, O. C., Ryan, S. J., Murdock, C. C., & Johnson, L. R. (2022) · Ecology · doi:10.1002/ecy.3685 · Cited by 115 · see citing works

Joint action aesthetics

Vicary, S., Sperling, M., von Zimmermann, J., Richardson, D. C., & Orgs, G. (2017) · PLOS ONE · doi:10.1371/journal.pone.0180101 · Cited by 102 · see citing works

E-procurement system adoption in local governments: The role of procurement complexity and organizational structure

Chen, Y., Bretschneider, S., Stritch, J. M., Darnall, N., & Hsueh, L. (2022) · Public Management Review · doi:10.1080/14719037.2021.1874497 · Cited by 66 · see citing works

A systematic review of peer assessment design elements

Alqassab, M., Strijbos, J.-W., Panadero, E., Ruiz, J. F., Warrens, M., & To, J. (2023) · Educational Psychology Review · doi:10.1007/s10648-023-09723-7 · Cited by 65 · see citing works

Are all jobs created equal? Regional employment impacts of a U.S. carbon tax

Brown, M. A., Li, Y., & Soni, A. (2020) · Applied Energy · doi:10.1016/j.apenergy.2019.114354 · Cited by 39 · see citing works

Vehicle operating state anomaly detection and results virtual reality interpretation

Alizadeh, M., Hamilton, M., Jones, P., Ma, J., & Jaradat, R. (2021) · Expert Systems with Applications · doi:10.1016/j.eswa.2021.114928 · Cited by 18 · see citing works

Amazonian run-of-river dam reservoir impacts underestimated: Evidence from a Before-After Control-Impact study of freshwater turtle nesting areas

Bárcenas-García, A., Michalski, F., Gibbs, J. P., & Norris, D. (2021) · doi:10.1101/2021.07.29.454366 · Cited by 18 · see citing works

ИСПОЛЬЗОВAНИЕ ПОТЕНЦИAЛA СОЦИAЛЬНЫХ ПAРТНЕРОВ В ПОДГОТОВКЕ БУДУЩИХ ПЕДAГОГОВ

Атабекова, Б. Б. (2024) · Habaršy. Pedagogika ġylymdary seriâsy · doi:10.51889/2959-5762.2023.80.4.019

DETERMINING QUALITY REQUIREMENTS AT THE UNIVERSITIES TO IMPROVE THE QUALITY OF EDUCATION

Mustafa, N. H., Kelesbayev, D., & Alibekova, Z. D. (2018) · The Journal of Economic Research & Business Administration · doi:10.26577/be-2018-2-2141

Susquehanna Chorale Spring Concert "Roots and Wings"

Hawkins, D. (2017)

Using DataGrid Control to Realize DataBase of Querying in VB6.0

Hu, S. (2000) · Modern Computer

ESKVS: efficient and secure approach for keyframes-based video summarization framework

Saini, P., & Berwal, K. (2024) · Multimedia Tools and Applications · doi:10.1007/s11042-024-18405-7 · Cited by 10 · see citing works