Bayesian kriging was used to predict malaria prevalence at unsampled locations.
Julius Ssempiira, Betty Nambuusi, John Kissa, Bosco Agaba, Fredrick Makumbi, SimonKasasa, Penelope Vounatsou 2017, 'Geostatistical modelling of malaria indicator survey data to assess the effects ofinterventions on the geographical distribution of malaria prevalence in children lessthan 5 years in Uganda.', PLoS ONEhttp://europepmc.org/articles/PMC5380319?pdf=render. Retrieved from PLOS CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Transition networks void of or including an unsampled change are termed unperturbed or perturbed, respectively.
Marco Reidelbach, Marcus Weber, Petra Imhof 2018, 'Prediction of perturbed proton transfer networks', PLOS ONE10.1371/journal.pone.0207718. Retrieved from PLOS CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Ecologists are increasingly using statistical models to predict animal abundance and occurrence in unsampled locations.
Paul B. Conn, Devin S. Johnson, Peter L. Boveng 2015, 'On Extrapolating Past the Range of Observed Data When Making Statistical Predictionsin Ecology', PLOS ONE10.1371/journal.pone.0141416. Retrieved from PLOS CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
For each method and each site, 500 samples were generated, and the average result was compared with the unsampled value.
Jean-Michel Tassie, Karen Malateste, Mar Pujades-Rodríguez, Elisabeth Poulet, DianeBennett, Anthony Harries, Mary Mahy, Mauro Schechter, Yves Souteyrand, François Dabis 2010, 'Evaluation of three sampling methods to monitor outcomes of antiretroviral treatmentprogrammes in low- and middle-income countries.', PLoS ONEhttp://europepmc.org/articles/PMC2978082?pdf=render. Retrieved from PLOS CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
These data can be used to constrain bathymetry, but many fjords remain completely unsampled and therefore poorly resolved.
C. N. Williams, S. L. Cornford, T. M. Jordan, J. A. Dowdeswell, M. J. Siegert, C.D. Clark, D. A. Swift, A. Sole, I. Fenty, J. L. Bamber 2017, 'Generating synthetic fjord bathymetry for coastal Greenland', The Cryospherehttp://www.the-cryosphere.net/11/363/2017/tc-11-363-2017.pdf. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
It also allowed for the definition of 16 neighbors as the ideal number to estimate by kriging the unsampled locations.
José R. P. de Carvalho, Sidney R. Vieira, Célia R. Grego 2009, 'Comparação de métodos para ajuste de modelos de semivariograma da precipitação pluvialanual Comparison of methods for adjusting semivariogram model of annual rainfall',Revista Brasileira de Engenharia Agrícola e Ambiental - Agriambihttp://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-43662009000400011. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
To infer their demographic history, we compare neutral evolutionary models of increasing complexity, including unsampled populations.
Laurent Excoffier, Isabelle Dupanloup, Emilia Huerta-Sánchez, Vitor C Sousa, MatthieuFoll 2013, 'Robust demographic inference from genomic and SNP data.', PLoS Geneticshttp://europepmc.org/articles/PMC3812088?pdf=render. Retrieved from PLOS CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)