Density Estimation for Statistics and Data Analysis

GSVA: gene set variation analysis for microarray and RNA-Seq data

Hänzelmann, S., Castelo, R., & Guinney, J. (2013) · BMC Bioinformatics · doi:10.1186/1471-2105-14-7 · Cited by 15,440

Novel methods improve prediction of species’ distributions from occurrence data

Elith*, J., H. Graham*, C., P. Anderson, R., Dudík, M., Ferrier, S., Guisan, A., J. Hijmans, R., Huettmann, F., R. Leathwick, J., Lehmann, A., et al. (2006) · Ecography · doi:10.1111/j.2006.0906-7590.04596.x · Cited by 9,088

SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING

Caliendo, M., & Kopeinig, S. (2008) · Journal of Economic Surveys · doi:10.1111/j.1467-6419.2007.00527.x · Cited by 6,238

Robust inference in summary data Mendelian randomization via the zero modal pleiotropy assumption

Hartwig, F. P., Davey Smith, G., & Bowden, J. (2017) · International Journal of Epidemiology · doi:10.1093/ije/dyx102 · Cited by 3,485

Does matching overcome lalonde’s critique of nonexperimental estimators?

A. Smith, J., & E. Todd, P. (2005) · Journal of Econometrics · doi:10.1016/j.jeconom.2004.04.011 · Cited by 3,176

The RIN: an RNA integrity number for assigning integrity values to RNA measurements

Schroeder, A., Mueller, O., Stocker, S., Salowsky, R., Leiber, M., Gassmann, M., Lightfoot, S., Menzel, W., Granzow, M., & Ragg, T. (2006) · BMC Molecular Biology · doi:10.1186/1471-2199-7-3 · Cited by 2,623

Topology and data

Carlsson, G. (2009) · Bulletin of the American Mathematical Society · doi:10.1090/s0273-0979-09-01249-x · Cited by 2,302

Global conservation outcomes depend on marine protected areas with five key features

Edgar, G. J., Stuart-Smith, R. D., Willis, T. J., Kininmonth, S., Baker, S. C., Banks, S., Barrett, N. S., Becerro, M. A., Bernard, A. T. F., Berkhout, J., et al. (2014) · Nature · doi:10.1038/nature13022 · Cited by 1,922

Dietary intervention impact on gut microbial gene richness

Cotillard, A., Kennedy, S. P., Kong, L. C., Prifti, E., Pons, N., Le Chatelier, E., Almeida, M., Quinquis, B., Levenez, F., Galleron, N., et al. (2013) · Nature · doi:10.1038/nature12480 · Cited by 1,832

Bootstrapping goodness-of-fit measures in structural equation models.

Bollen, K. A., & Stine, R. A. (1992) · Sociological Methods & Research · doi:10.1177/0049124192021002004 · Cited by 1,831

Recovering Gene Interactions from Single-Cell Data Using Data Diffusion

van Dijk, D., Sharma, R., Nainys, J., Yim, K., Kathail, P., Carr, A. J., Burdziak, C., Moon, K. R., Chaffer, C. L., Pattabiraman, D., et al. (2018) · Cell · doi:10.1016/j.cell.2018.05.061 · Cited by 1,829

Violin Plots: A Box Plot-Density Trace Synergism

Hintze, J. L., & Nelson, R. D. (1998) · The American Statistician · doi:10.1080/00031305.1998.10480559 · Cited by 1,802

Kernel density estimation via diffusion

Botev, Z. I., Grotowski, J. F., & Kroese, D. P. (2010) · The Annals of Statistics · doi:10.1214/10-aos799 · Cited by 1,689

Barcodes: the persistent topology of data

Ghrist, R. (2007) · Bulletin of the American Mathematical Society · doi:10.1090/s0273-0979-07-01191-3 · Cited by 1,236

Methods for Summarizing Radiocarbon Datasets

Ramsey, C. B. (2017) · Radiocarbon · doi:10.1017/rdc.2017.108 · Cited by 1,179

Preferences for Stock Characteristics As Revealed by Mutual Fund Portfolio Holdings

FALKENSTEIN, E. G. (1996) · The Journal of Finance · doi:10.1111/j.1540-6261.1996.tb05204.x · Cited by 1,058

Deformable Model Fitting by Regularized Landmark Mean-Shift

Saragih, J. M., Lucey, S., & Cohn, J. F. (2011) · International Journal of Computer Vision · doi:10.1007/s11263-010-0380-4 · Cited by 787

Magnitude of extreme heat waves in present climate and their projection in a warming world

Russo, S., Dosio, A., Graversen, R. G., Sillmann, J., Carrao, H., Dunbar, M. B., Singleton, A., Montagna, P., Barbola, P., & Vogt, J. V. (2014) · Journal of Geophysical Research: Atmospheres · doi:10.1002/2014jd022098 · Cited by 754

Polarization: Concepts, Measurement, Estimation

Duclos, J.-Y., Esteban, J., & Ray, D. (2004) · Econometrica · doi:10.1111/j.1468-0262.2004.00552.x · Cited by 606

A Difference-in-Differences Analysis of Health, Safety, and Greening Vacant Urban Space

Branas, C. C., Cheney, R. A., MacDonald, J. M., Tam, V. W., Jackson, T. D., & Ten Have, T. R. (2011) · American Journal of Epidemiology · doi:10.1093/aje/kwr273 · Cited by 599

Discrete hierarchical organization of social group sizes

Zhou, W.-X., Sornette, D., Hill, R. A., & Dunbar, R. I. M. (2005) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2004.2970 · Cited by 574

Mapping where ecologists work: biases in the global distribution of terrestrial ecological observations

Martin, L. J., Blossey, B., & Ellis, E. (2012) · Frontiers in Ecology and the Environment · doi:10.1890/110154 · Cited by 521

On the Local Behavior of Spaces of Natural Images

Carlsson, G., Ishkhanov, T., de Silva, V., & Zomorodian, A. (2008) · International Journal of Computer Vision · doi:10.1007/s11263-007-0056-x · Cited by 477

Comprehensible credit scoring models using rule extraction from support vector machines

Martens, D., Baesens, B., Van Gestel, T., & Vanthienen, J. (2007) · European Journal of Operational Research · doi:10.1016/j.ejor.2006.04.051 · Cited by 448

Autonomous Vehicles: Disengagements, Accidents and Reaction Times

Dixit, V. V., Chand, S., & Nair, D. J. (2016) · PLOS ONE · doi:10.1371/journal.pone.0168054 · Cited by 399

Prevalence of prediabetes among adolescents and young adults in the United States, 2005-2016

Andes, L. J., Cheng, Y. J., Rolka, D. B., Gregg, E. W., & Imperatore, G. (2020) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2019.4498 · Cited by 380

The Human Phenome Project

Freimer, N., & Sabatti, C. (2003) · Nature Genetics · doi:10.1038/ng0503-15 · Cited by 372

The rationale behind the success of multi-model ensembles in seasonal forecasting - II. Calibration and combination

Doblas-Reyes, F. J., Hagedorn, R., & Palmer, T. N. (2005) · Tellus A: Dynamic Meteorology and Oceanography · doi:10.3402/tellusa.v57i3.14658 · Cited by 340

Landscape connectivity for wildlife: development and validation of multispecies linkage maps

Koen, E. L., Bowman, J., Sadowski, C., & Walpole, A. A. (2014) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.12197 · Cited by 293

RNA sequencing reveals two major classes of gene expression levels in metazoan cells

Hebenstreit, D., Fang, M., Gu, M., Charoensawan, V., van Oudenaarden, A., & Teichmann, S. A. (2011) · Molecular Systems Biology · doi:10.1038/msb.2011.28 · Cited by 289

Branch-length prior influences Bayesian posterior probability of phylogeny.

Yang, Z., & Rannala, B. (2005) · Systematic Biology · doi:10.1080/10635150590945313 · Cited by 228

Star–galaxy classification using deep convolutional neural networks

Kim, E. J., & Brunner, R. J. (2017) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stw2672 · Cited by 221

Growing Existing Customers’ Revenue Streams through Customer Referral Programs

Garnefeld, I., Eggert, A., Helm, S. V., & Tax, S. S. (2013) · Journal of Marketing · doi:10.1509/jm.11.0423 · Cited by 171

Long-term association of food and nutrient intakes with cognitive and functional decline: a 13-year follow-up study of elderly French women

Vercambre, M.-N., Boutron-Ruault, M.-C., Ritchie, K., Clavel-Chapelon, F., & Berr, C. (2009) · British Journal of Nutrition · doi:10.1017/s0007114508201959 · Cited by 167

Analysis and visualisation of movement: an interdisciplinary review

Demšar, U., Buchin, K., Cagnacci, F., Safi, K., Speckmann, B., Van de Weghe, N., Weiskopf, D., & Weibel, R. (2015) · Movement Ecology · doi:10.1186/s40462-015-0032-y · Cited by 128

Statistical selection of relevant subspace projections for outlier ranking

Muller, E., Schiffer, M., & Seidl, T. (2011) · 2011 IEEE 27th International Conference on Data Engineering · doi:10.1109/icde.2011.5767916 · Cited by 126

Statistical prediction of the optimal site for thalamotomy in parkinsonian tremor

Lenz, F. A., Normand, S. L., Kwan, H. C., Andrews, D., Rowland, L. H., Jones, M. W., Seike, M., Lin, Y. C., Tasker, R. R., Dostrovsky, J. O., et al. (1995) · Movement Disorders · doi:10.1002/mds.870100315 · Cited by 120

The Use of Matching Methods in Higher Education Research: Answering Whether Attendance at a 2-Year Institution Results in Differences in Educational Attainment

Reynolds, C. L., & DesJardins, S. L. (2009) · Higher Education: Handbook of Theory and Research · doi:10.1007/978-1-4020-9628-0_2 · Cited by 104

New scaphocephaly severity indices of sagittal craniosynostosis: A comparative study with cranial index quantifications

Ruiz-Correa, S., Sze, R. W., Starr, J. R., Lin, H.-T. J., Speltz, M. L., Cunningham, M. L., & Hing, A. V. (2006) · The Cleft Palate-Craniofacial Journal · doi:10.1597/04-208.1 · Cited by 90

Geometry of the Gene Expression Space of Individual Cells

Korem, Y., Szekely, P., Hart, Y., Sheftel, H., Hausser, J., Mayo, A., Rothenberg, M. E., Kalisky, T., & Alon, U. (2015) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1004224 · Cited by 85

Distinguishing prehistoric human influence on late-Holocene forests in southern Ontario, Canada

Munoz, S. E., & Gajewski, K. (2010) · The Holocene · doi:10.1177/0959683610362815 · Cited by 73

Mining outlying aspects on numeric data

Duan, L., Tang, G., Pei, J., Bailey, J., Campbell, A., & Tang, C. (2015) · Data Mining and Knowledge Discovery · doi:10.1007/s10618-014-0398-2 · Cited by 70

Entropy-Based Financial Asset Pricing

Ormos, M., & Zibriczky, D. (2014) · PLoS ONE · doi:10.1371/journal.pone.0115742 · Cited by 70

Bayesian Multilevel Analysis and MCMC

Draper, D. (2007) · Handbook of Multilevel Analysis · doi:10.1007/978-0-387-73186-5_2 · Cited by 69

The Share of Human Genomic DNA under Selection Estimated from Human-Mouse Genomic Alignments

CHIAROMONTE, F., WEBER, R. J., ROSKIN, K. M., DIEKHANS, M., KENT, W. J., & HAUSSLER, D. (2003) · Cold Spring Harbor Symposia on Quantitative Biology · doi:10.1101/sqb.2003.68.245 · Cited by 64

Comparison of gene expression and DNA copy number changes in a murine model of lung cancer

Sweet‐Cordero, A., Tseng, G. C., You, H., Douglass, M., Huey, B., Albertson, D., & Jacks, T. (2006) · Genes, Chromosomes and Cancer · doi:10.1002/gcc.20296 · Cited by 45

Effect of sex and female reproductive status on seasonal home range size and stability in rural red foxes (Vulpes vulpes)

Henry, C., Poulle, M.-L., & Roeder, J.-J. (2005) · Écoscience · doi:10.2980/i1195-6860-12-2-202.1 · Cited by 40

Motor Coding in Floccular Climbing Fibers

Winkelman, B., & Frens, M. (2006) · Journal of Neurophysiology · doi:10.1152/jn.01191.2005 · Cited by 37

Outlying property detection with numerical attributes

Angiulli, F., Fassetti, F., Manco, G., & Palopoli, L. (2017) · Data Mining and Knowledge Discovery · doi:10.1007/s10618-016-0458-x · Cited by 33

Wages and Ageing: Is There Evidence for the ‘Inverse-U’ Profile?

Myck, M. (2010) · Oxford Bulletin of Economics and Statistics · doi:10.1111/j.1468-0084.2009.00582.x · Cited by 24

Seasonal micro-migration in a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands

Harrington, K. J., Pole-Evans, S., Reeves, M., Bechard, M., Bobowski, M., Barber, D. R., Rexer-Huber, K., Lecomte, N., & Bildstein, K. L. (2018) · Movement Ecology · doi:10.1186/s40462-018-0122-8 · Cited by 13

Fast flux discriminant for large-scale sparse nonlinear classification

Chen, W., Chen, Y., & Weinberger, K. Q. (2014) · Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining · doi:10.1145/2623330.2623627 · Cited by 12

Untitled work

Papke (1996) · doi:10.1002/(sici)1099-1255(199611)11:6<619::aid-jae418>3.0.co;2-1