{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T04:12:21Z","timestamp":1747195941703,"version":"3.40.5"},"reference-count":31,"publisher":"Public Library of Science (PLoS)","issue":"4","license":[{"start":{"date-parts":[[2022,4,21]],"date-time":"2022-04-21T00:00:00Z","timestamp":1650499200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1010033","type":"journal-article","created":{"date-parts":[[2022,4,21]],"date-time":"2022-04-21T17:23:08Z","timestamp":1650561788000},"page":"e1010033","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":2,"title":["Ten simple rules for getting started with statistics in graduate school"],"prefix":"10.1371","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1888-1817","authenticated-orcid":true,"given":"Rachel A.","family":"Zitomer","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5298-2921","authenticated-orcid":true,"given":"Jessica","family":"Karr","sequence":"additional","affiliation":[]},{"given":"Mark","family":"Kerstens","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1352-0024","authenticated-orcid":true,"given":"Lindsey","family":"Perry","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6672-7657","authenticated-orcid":true,"given":"Kayla","family":"Ruth","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8059-4384","authenticated-orcid":true,"given":"Lindsay","family":"Adrean","sequence":"additional","affiliation":[]},{"given":"Suzanne","family":"Austin","sequence":"additional","affiliation":[]},{"given":"Jamie","family":"Cornelius","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0907-4829","authenticated-orcid":true,"given":"Jonathan","family":"Dachenhaus","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6421-0643","authenticated-orcid":true,"given":"Jonathan","family":"Dinkins","sequence":"additional","affiliation":[]},{"given":"Alan","family":"Harrington","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8682-8535","authenticated-orcid":true,"given":"Hankyu","family":"Kim","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7553-554X","authenticated-orcid":true,"given":"Terrah","family":"Owens","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0365-3544","authenticated-orcid":true,"given":"Claire","family":"Revekant","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3010-8405","authenticated-orcid":true,"given":"Vanessa","family":"Schroeder","sequence":"additional","affiliation":[]},{"given":"Chelsea","family":"Sink","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6519-3523","authenticated-orcid":true,"given":"Jonathon J.","family":"Valente","sequence":"additional","affiliation":[]},{"given":"Ethan","family":"Woodis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5041-6002","authenticated-orcid":true,"given":"James W.","family":"Rivers","sequence":"additional","affiliation":[]}],"member":"340","published-online":{"date-parts":[[2022,4,21]]},"reference":[{"issue":"6","key":"pcbi.1010033.ref001","first-page":"1","article-title":"Ten Simple Rules for Effective Statistical Practice","volume":"12","author":"RE Kass","year":"2016","journal-title":"PLoS Comput Biol."},{"issue":"10","key":"pcbi.1010033.ref002","doi-asserted-by":"crossref","first-page":"e1005097","DOI":"10.1371\/journal.pcbi.1005097","article-title":"Ten Simple Rules for Digital Data Storage","volume":"12","author":"EM Hart","year":"2016","journal-title":"PLoS Comput Biol."},{"issue":"1","key":"pcbi.1010033.ref003","doi-asserted-by":"crossref","first-page":"e1005871","DOI":"10.1371\/journal.pcbi.1005871","article-title":"Ten simple rules for biologists learning to program","volume":"14","author":"MA Carey","year":"2018","journal-title":"PLoS Comput Biol"},{"issue":"6","key":"pcbi.1010033.ref004","doi-asserted-by":"crossref","first-page":"1479","DOI":"10.1111\/1365-2664.12352","article-title":"FORUM: Robust study design is as important on the social as it is on the ecological side of applied ecological research","volume":"51","author":"FA V John","year":"2014","journal-title":"J Appl Ecol"},{"issue":"3","key":"pcbi.1010033.ref005","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1207\/s15327957pspr0203_4","article-title":"HARKing: hypothesizing after the results are known","volume":"2","author":"NL Kerr","year":"1998","journal-title":"Pers Soc Psychol Rev"},{"volume-title":"The Logic of Scientific Discovery","year":"1959","author":"KR Popper","key":"pcbi.1010033.ref006"},{"key":"pcbi.1010033.ref007","doi-asserted-by":"crossref","first-page":"108782","DOI":"10.1016\/j.mbs.2022.108782","article-title":"Pre-registration of mathematical models","volume":"345","author":"JPA Ioannidis","year":"2022","journal-title":"Math Biosci"},{"issue":"11","key":"pcbi.1010033.ref008","doi-asserted-by":"crossref","first-page":"2600","DOI":"10.1073\/pnas.1708274114","article-title":"The preregistration revolution","volume":"115","author":"BA Nosek","year":"2018","journal-title":"Proc Natl Acad Sci U S A"},{"key":"pcbi.1010033.ref009","first-page":"3","volume-title":"Community Ecology.:","author":"JM Diamond","year":"1986"},{"journal-title":"Approaches to Landscape Scale Inference and Study Design","year":"2016","author":"RB Cunningham","key":"pcbi.1010033.ref010"},{"issue":"7040","key":"pcbi.1010033.ref011","doi-asserted-by":"crossref","first-page":"1215","DOI":"10.1136\/bmj.312.7040.1215","article-title":"Why we need observational studies to evaluate the effectiveness of health care","volume":"312","author":"N. Black","year":"1996","journal-title":"BMJ"},{"issue":"6","key":"pcbi.1010033.ref012","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1097\/00001648-199011000-00003","article-title":"Statistics, and Causal Inference.","volume":"1","author":"Greenland S. Randomization","year":"1990","journal-title":"Epidemiology"},{"key":"pcbi.1010033.ref013","first-page":"35","volume-title":"Balancing Ecosystem Values: Innovative Experiments for Sustainable Forestry","author":"LM Ganio","year":"2004"},{"issue":"1","key":"pcbi.1010033.ref014","doi-asserted-by":"crossref","first-page":"e1008539","DOI":"10.1371\/journal.pcbi.1008539","article-title":"Ten simple rules for tackling your first mathematical models: A guide for graduate students by graduate students","volume":"17","author":"K Bodner","year":"2021","journal-title":"PLoS Comput Biol"},{"issue":"10","key":"pcbi.1010033.ref015","doi-asserted-by":"crossref","first-page":"e1003285","DOI":"10.1371\/journal.pcbi.1003285","article-title":"Ten Simple Rules for Reproducible Computational Research","volume":"9","author":"GK Sandve","year":"2013","journal-title":"PLoS Comput Biol"},{"issue":"9","key":"pcbi.1010033.ref016","doi-asserted-by":"crossref","first-page":"e1004385","DOI":"10.1371\/journal.pcbi.1004385","article-title":"Simple Rules for a Computational Biologist\u2019s Laboratory Notebook","volume":"11","author":"SS Ten","year":"2015","journal-title":"PLoS Comput Biol"},{"issue":"1","key":"pcbi.1010033.ref017","doi-asserted-by":"crossref","first-page":"e02567","DOI":"10.1002\/ecs2.2567","article-title":"Evaluating the popularity of R in ecology","volume":"10","author":"J Lai","year":"2019","journal-title":"Ecosphere"},{"key":"pcbi.1010033.ref018","doi-asserted-by":"crossref","DOI":"10.1002\/0471448354","volume-title":"Exploratory data mining and data cleaning","author":"T Dasu","year":"2003"},{"issue":"10","key":"pcbi.1010033.ref019","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v059.i10","article-title":"Tidy Data","volume":"59","author":"H. Wickham","year":"2014","journal-title":"J Stat Softw"},{"issue":"3","key":"pcbi.1010033.ref020","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.tree.2008.10.008","article-title":"Generalized linear mixed models: a practical guide for ecology and evolution","volume":"24","author":"BM Bolker","year":"2009","journal-title":"Trends Ecol Evol"},{"issue":"5","key":"pcbi.1010033.ref021","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1111\/j.2007.0906-7590.05171.x","article-title":"Methods to account for spatial autocorrelation in the analysis of species distributional data: a review","volume":"30","author":"CF Dormann","year":"2007","journal-title":"Ecography (Cop)"},{"issue":"3","key":"pcbi.1010033.ref022","doi-asserted-by":"crossref","first-page":"374","DOI":"10.1111\/j.1600-0587.2008.05562.x","article-title":"Comment on \u201cMethods to account for spatial autocorrelation in the analysis of species distributional data: a review.\u201d","volume":"32","author":"MG Betts","year":"2009","journal-title":"Ecography (Cop)"},{"issue":"2","key":"pcbi.1010033.ref023","doi-asserted-by":"crossref","first-page":"187","DOI":"10.2307\/1942661","article-title":"Pseudoreplication and the Design of Ecological Field Experiments","volume":"54","author":"SH Hurlbert","year":"1984","journal-title":"Ecol Monogr"},{"issue":"4","key":"pcbi.1010033.ref024","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/s10654-016-0149-3","article-title":"Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations","volume":"31","author":"S Greenland","year":"2016","journal-title":"Eur J Epidemiol"},{"issue":"3","key":"pcbi.1010033.ref025","doi-asserted-by":"crossref","first-page":"763","DOI":"10.2307\/3802789","article-title":"The Insignificance of Statistical Significance Testing","volume":"63","author":"DH Johnson","year":"1999","journal-title":"J Wildl Manag"},{"issue":"7748","key":"pcbi.1010033.ref026","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1038\/d41586-019-00857-9","article-title":"Scientists rise up against statistical significance","volume":"567","author":"V Amrhein","year":"2019","journal-title":"Nature"},{"issue":"2","key":"pcbi.1010033.ref027","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1080\/00031305.2016.1154108","article-title":"The ASA Statement on p-Values: Context, Process, and Purpose","volume":"70","author":"RL Wasserstein","year":"2016","journal-title":"Am Stat"},{"issue":"2","key":"pcbi.1010033.ref028","doi-asserted-by":"crossref","first-page":"270","DOI":"10.2307\/3802582","article-title":"Statistical Power Analysis in Wildlife Research","volume":"61","author":"RJ Steidl","year":"1997","journal-title":"J Wildl Manag"},{"issue":"1","key":"pcbi.1010033.ref029","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1139\/f90-001","article-title":"Statistical Power Analysis can Improve Fisheries Research and Management","volume":"47","author":"RM Peterman","year":"1990","journal-title":"Can J Fish Aquat Sci"},{"issue":"4","key":"pcbi.1010033.ref030","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1111\/j.1469-185X.2007.00027.x","article-title":"Effect size, confidence interval and statistical significance: A practical guide for biologists","volume":"82","author":"S Nakagawa","year":"2007","journal-title":"Biol Rev"},{"issue":"3","key":"pcbi.1010033.ref031","doi-asserted-by":"crossref","first-page":"279","DOI":"10.4300\/JGME-D-12-00156.1","article-title":"Using Effect Size\u2014or Why the P Value Is Not Enough","volume":"4","author":"GM Sullivan","year":"2012","journal-title":"J Grad Med Educ"}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1010033","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T09:46:18Z","timestamp":1700473578000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1010033"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,21]]},"references-count":31,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2022,4,21]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1010033","relation":{},"ISSN":["1553-7358"],"issn-type":[{"type":"electronic","value":"1553-7358"}],"subject":[],"published":{"date-parts":[[2022,4,21]]}}}