Lucy D’Agostino McGowan @LucyStats
Biostatistician • Assistant Prof @WakeForestStats • Postdoc @jhubiostat • PhD @vandy_biostat • SoMe Associate Editor @AmjEpi 🎙 @casualinfer • @WomeninStat lucymcgowan.com Joined September 2013-
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👋 Meet Anh Nguyen! Anh will soon graduate with her MS in Statistics from @WakeForest, where she's rocked both her TAship and biostatistics RAship for the past 2 years. After graduation, Anh will join us as a visiting assistant professor. Congrats, Anh!
✏️Sharpen your skills at one of the NYR interactive workshops on May 15 w/ Max Kuhn (@topepos), David Robinson (@drob), Malcolm Barrett (@malco_barrett) & Lucy D'Agostino McGowan (@LucyStats)! 👩💻Secure your spot before it's too late: rstats.ai/nyr #rstats | #rstatsnyc
👋 Meet Jackson Gazin! Jackson will soon graduate with his MS in Statistics from @WakeForest, where he's been an awesome TA for the past 2 years. After graduation, Jackson will join @Cigna as a data scientist. Congrats, Jackson!
📈 Kiyo Takahashi (BS Applied Statistics): "Using Data Analysis Principles to (Hopefully) Increase Trust"
Another FN Day in the books! This is one of my favorite events we do @WakeForestStats — a day full of statistics and data science with our local middle and high schoolers! 🥇🥈🥉 Check out our data visualization prize winners!
Done another semester teaching causal inference🙂. Updated my course slides, added survival data, labs, corrected more typos this time. Close to 800 pages now. Always more to update next year. www2.stat.duke.edu/~fl35/CausalIn…
✨📄New paper 📄✨ in Statistical Methods in Medical Research (@SageJournals) by three of our faculty on when and why we include the outcome in your covariate's imputation model!
✨📄New paper 📄✨ in Statistical Methods in Medical Research (@SageJournals) by three of our faculty on when and why we include the outcome in your covariate's imputation model!
Maarten van Smeden @MaartenvSmeden
42K Followers 835 Following Statistician • associate prof • statistics/epidemiology/AI methodology, Julius Center @umcutrecht • own viewsChelsea Parlett-Pelle.. @ChelseaParlett
38K Followers 924 Following 📊Statistician, 👩🏻🏫Data Science Prof, ✍️Stats Communication. #statistics #scicomm #datascience #statstiktok 👩🏻💻 she/herDemetri @PhDemetri
19K Followers 518 Following Mathematical bohemian par excellence. It’s all just a tool, pick one, punch out, cash your cheque.Frank Harrell @f2harrell
30K Followers 171 Following Biostatistician/Professor/Founding Chair of Biostatistics, Vanderbilt U. Blog: Statistical Thinking:https://t.co/2BTEONzsfX @f2harrell on https://t.co/bsPN9JQNOSDaniela Witten @daniela_witten
49K Followers 754 Following dorothy gilford endowed chair and prof of stat/biostat @uw. all views my own.Peter Tennant @PWGTennant
16K Followers 2K Following Epidemiologist at @LIDA_UK and @TuringInst interested in causal inference. For details of my Intro to Causal Inference Course visit: https://t.co/HfuPIlOxvyHilary Parker @hspter
30K Followers 2K Following Data Science advising / consulting. Formerly startup CTO, Data Science PM @JoeBiden, DS @StitchFix & @Etsy. PhD @jhubiostat. Co-host of @NSSDeviations. 🥳😴🧘🐈Tom Mock @thomas_mock
19K Followers 2K Following He/Him | Product Manager @posit_pbc👨💻 I ❤️ Data, 🌮, tables, Quarto, #tidyverse & #RStats | @[email protected]Solomon Kurz @SolomonKurz
9K Followers 697 Following Clinical psychology researcher | adjunct professor | applied statistics geek | so called #RStats influencerWe are R-Ladies @WeAreRLadies
34K Followers 192 Following Rotating Curator for the @RLadiesGlobal community #RLadies (currently on a brief break)Jenny Bryan @JennyBryan
36K Followers 640 Following Software engineer @posit_pbc, humane #rstats Trying the mastodon thing at: @[email protected] Also at: @jennybryan.bsky.socialMara Averick @dataandme
44K Followers 3K Following 🦣 @[email protected], 🌌 @dataandme.bsky.social, former tidyverse 🥑 @posit_pbc, 🏀 hoop head, gnashgab, blatherskite, lesser ½ of @batpigandme 🦇🐽 (RIP)Sean J. Taylor @seanjtaylor
46K Followers 4K Following Building @MotifAnalytics. Formerly @Lyft and @Facebook. Keywords: Experiments, Causal Inference, Statistics, Machine Learning, Economics.lisa bodnar @lisabodnar
14K Followers 2K Following @shinyepipeople podcast host | epidemiologist studying maternal nutrition and perinatal health | single mother of 3 | drinker of wine (see previous) | she/herLeslie McClure @StatGirlLAM
8K Followers 3K Following Dean @slucphsj. RCT statistician, w/ some Environmental Epi sprinkled in. Runner. she/herCaitlin Hudon @beeonaposy
19K Followers 2K Following Full-stack data scientist working in the intersection of data, product, and leadership @figma. Co-founder, #DataMishapsNightElizabeth Stuart @Lizstuartdc
10K Followers 1K Following Professor and Chair @JHUBiostat @JohnsHopkinsSPH, w/links to @SREESociety, @AmericanHealth. Oh, & spouse, mom, runner, traveler.Emily Riederer @EmilyRiederer
8K Followers 5K Following Three R's in my last name, but it's not enough #rstats for me! Sr Analytics Manager at Capital One Math/Stats at UNC CH https://t.co/4stm3KVbBXKristian Lum @KLdivergence
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79 Followers 768 Following Msc student in Economics (por incrível que pareça)Husam @HusamHamdani
8 Followers 3K FollowingSWStorage @swstorageJN1884
3 Followers 53 FollowingDoug Cheung @DougCheungX
21 Followers 346 Following Health Disparities | Social and Digital Epidemiology | Interventionist | #ShowMeyourDAGAJ Thurston, PhD @AJThurston
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34 Followers 184 FollowingStephan Dochow-Sonder.. @stephandoc
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2 Followers 65 FollowingErick Rivera @ErickRiVeRaE
40 Followers 2K FollowingGarrett Bullock PT, D.. @DrGSBullock
839 Followers 316 Following Former professional baseball player, physical therapist; sports medicine, epidemiology, and prediction research scientist; Faculty @wakeforestmedNana Kwame @SE_NanaK
127 Followers 105 Following🌳 Karla 🌳 @k_yohannessen
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271 Followers 528 Following Si entiendes, las cosas son como son, y sino lo entiendes, las cosas son como son...Krioko @criollo09
47 Followers 405 FollowingJhovany Amastal @JhovanyAmastal
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134 Followers 1K FollowingReynaldo Ortiz @Petit2411
731 Followers 3K FollowingOscar Pérez-Lora @operezlora
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90 Followers 873 FollowingJosé Gregorio @J_Gregorio1
187 Followers 1K FollowingAlexander Ibarra @ibarralexander
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294 Followers 746 Following Researching Scottish mountaineering literature. Retweets are not necessarily endorsements - maybe just an invitation to discussSebastián @bastianb23
27 Followers 205 FollowingSantiago Mota @mota_santiago
2K Followers 5K Following Data Scientist Freelance Big Data Professor at @unicomplutense and @UNED. @kaggle MasterJose Loureiro @Ahores
132 Followers 151 Following Médico especialista en Medicina Interna en el Hospital Universitario Moisès BroggiJames Edward Krueger @jamesEkrueger
229 Followers 524 Following Writer for @fantasyassembly. Mathematics student at UCF. Baseball and hockey fan.Italo Olivares @o_pinioner
3 Followers 134 FollowingYuan Bian @_yuanbian
103 Followers 329 Following PhD Candidate in Statistics @WesternU | Alumni @UofT, @SinaiHealth, and HFLS | Interests in statistical learning and incomplete data.La Sociale @LaSociale5
11 Followers 132 FollowingTanner Reece @TannerReece7
59 Followers 270 Following PhD Student in the Systems Neuroscience and Rehabilitation Lab at Washington University School of Medicine in St.LouisNick Spies @NickSpies13
493 Followers 1K Following Clinical Pathology Chief Resident @wusm_pathology. Machine learning enthusiast. Interested in all things AI, medicine, graphic design, and education.Ben Morales🇵🇷 @jbmorales_1
535 Followers 778 Following M.A., C.S.C.S. / Lamar Uni T&F and Indiana State Uni alumnus / Ph.D. Student @LSU_KinesiologyJustin Markowski @JustinMarkowski
250 Followers 907 Following Incoming AP at @uicpublichealth in @uichpa • Trained @YaleSPH in @YaleHPM • #safetynet #FQHC #healthecon #datascienceChelsea Parlett-Pelle.. @ChelseaParlett
38K Followers 924 Following 📊Statistician, 👩🏻🏫Data Science Prof, ✍️Stats Communication. #statistics #scicomm #datascience #statstiktok 👩🏻💻 she/herFrank Harrell @f2harrell
30K Followers 171 Following Biostatistician/Professor/Founding Chair of Biostatistics, Vanderbilt U. Blog: Statistical Thinking:https://t.co/2BTEONzsfX @f2harrell on https://t.co/bsPN9JQNOSMiguel Hernán @_MiguelHernan
44K Followers 194 Following Using health data to learn what works. Making #causalinference less casual. Director @CAUSALab | Professor @HarvardChanSPH | Methods Editor @AnnalsofIMDaniela Witten @daniela_witten
49K Followers 754 Following dorothy gilford endowed chair and prof of stat/biostat @uw. all views my own.Hilary Parker @hspter
30K Followers 2K Following Data Science advising / consulting. Formerly startup CTO, Data Science PM @JoeBiden, DS @StitchFix & @Etsy. PhD @jhubiostat. Co-host of @NSSDeviations. 🥳😴🧘🐈We are R-Ladies @WeAreRLadies
34K Followers 192 Following Rotating Curator for the @RLadiesGlobal community #RLadies (currently on a brief break)Jenny Bryan @JennyBryan
36K Followers 640 Following Software engineer @posit_pbc, humane #rstats Trying the mastodon thing at: @[email protected] Also at: @jennybryan.bsky.socialMara Averick @dataandme
44K Followers 3K Following 🦣 @[email protected], 🌌 @dataandme.bsky.social, former tidyverse 🥑 @posit_pbc, 🏀 hoop head, gnashgab, blatherskite, lesser ½ of @batpigandme 🦇🐽 (RIP)Sean J. Taylor @seanjtaylor
46K Followers 4K Following Building @MotifAnalytics. Formerly @Lyft and @Facebook. Keywords: Experiments, Causal Inference, Statistics, Machine Learning, Economics.Leslie McClure @StatGirlLAM
8K Followers 3K Following Dean @slucphsj. RCT statistician, w/ some Environmental Epi sprinkled in. Runner. she/herCaitlin Hudon @beeonaposy
19K Followers 2K Following Full-stack data scientist working in the intersection of data, product, and leadership @figma. Co-founder, #DataMishapsNightElizabeth Stuart @Lizstuartdc
10K Followers 1K Following Professor and Chair @JHUBiostat @JohnsHopkinsSPH, w/links to @SREESociety, @AmericanHealth. Oh, & spouse, mom, runner, traveler.Emily Riederer @EmilyRiederer
8K Followers 5K Following Three R's in my last name, but it's not enough #rstats for me! Sr Analytics Manager at Capital One Math/Stats at UNC CH https://t.co/4stm3KVbBXKristian Lum @KLdivergence
22K Followers 1K Following Research Scientist at Google DeepMind | @FAccTConference OG | Past Twitter META, @hrdag & UPenn, UChicago faculty |David Robinson @drob
52K Followers 648 Following Director of Data Science at @Contentsquare. #rstats fan. Dad x2. He/himBhramar Mukherjee @BhramarBioStat
29K Followers 1K Following Researcher + educator with focus in precision and population health using #BigData. Chair @umichsph Biostatistics, Prof of Epidemiology, @UMRogelCancer. she/herKazuki Yoshida @kaz_yos
6K Followers 5K Following Father in Training | Rheumatology & Drug Safety/Efficacy & Clinical Research | https://t.co/WnBbZH5UcYStephanie Hicks (@ste.. @stephaniehicks
9K Followers 2K Following Associate Prof @JHUBME @jhubiostat, mom, she/her, Co-founder @RLadiesBmore. #Biomedical #DataScience #Genomics #Imaging #rstats #pythonmonty hall monitor �.. @tjmahr
5K Followers 665 Following 🆒 dad! data scientist studying how children talk. bayesian. #rstats (opinions my own). he/himPedro H. C. Sant'Anna @pedrohcgs
22K Followers 3K Following Associate Professor @EmoryEconomics | Econometrics | Causal Inference | Machine Learning and Data-adaptive Methods. Dad of 4Jonathan Bartlett @TheStatsGeek
3K Followers 471 Following Biostatistician with interests in missing data, causal inference, clinical trials. Professor in Medical Statistics at @LSHTMJessica Hullman @JessicaHullman
8K Followers 773 Following Ginni Rometty Prof @NorthwesternCS. Statistical decision theory, Visualizing & modeling uncertainty, Algorithmic implications. Occasional blogger @statmodelingMark van der Laan @mark_vdlaan
2K Followers 129 Following Jiann-Ping Hsu/Karl E Peace Professor in Biostatistics & Statistics @UCBerkeley. Targeted (machine) Learning for #causalinference in #datascience with @tlverse.Lars van der Laan @LarsvanderLaan3
511 Followers 283 Following 3rd year Ph.D. Student @uwstat; visiting student researcher @UCJointCPH; M.A. @UCBStatistics - machine learning; semiparametrics; causal inference.Wake Forest Stats @WakeForestStats
46 Followers 62 Following Wake Forest Department of Statistical Sciences | Small Department, Big ImpactEmily Huang @emhuang1
48 Followers 62 Following Assistant Professor of Statistics at Wake Forest University. Digital Phenotyping, Causal Inference, and Clinical Trials.Alex V @alex_volfovsky
101 Followers 72 Following Assistant Professor of Statistical Science, co director of the Polarization LabAshley Mullan @ashley___mullan
134 Followers 459 Following currently phd-ing @vandy_biostat | previously MS @WakeForestStats & BS,BA @univofscranton | I 💖 ggplot and sneaking tv/music references into stats contentEmily Roberts @emilyk_roberts
912 Followers 998 Following @Iowa_Biostat Assistant Prof causal inference + clinical trials previous: @UMich Biostat @NSF GRFP running on insulin. go hawks!CDC @CDCgov
5.6M Followers 256 Following CDC's official source for daily credible health & safety updates from Centers for Disease Control & Prevention. Privacy/comment policy: https://t.co/9LbZmE3WzgNoah Greifer @noah_greifer
4K Followers 225 Following Statistical consultant and programmer at @Harvard @IQSS | Maintainer of the #Rstats packages 'cobalt', 'MatchIt', and 'WeightIt' (and several others) | he/himBenn Stancil @bennstancil
6K Followers 305 Following Cofounder of @modeanalytics | https://t.co/PPUWbMIeFC I have a blog | benn.substack Join my professional network | https://t.co/f6QIgfaKSu My janky linktree | https://t.co/5YOf0jrVq6Bryan Blette @BryanBlette
153 Followers 164 Following Current postdoc at @PennMedicine and @PennCausal | Biostat Ph.D. from @UNCpublichealth | Views are my own.Matheus Facure Alves @MatheusFacure
3K Followers 134 Following Economist | Causal Inference | Data Scientist at @nubank | Author of Causal Inference for the Brave and True | 🇧🇷Cole Knaflic @storywithdata
35K Followers 775 Following Helping people create graphs that make sense, present powerfully. CEO & author of #daphnedrawsdata, #storytellingwithyou, #SWDbook & #SWDletspractice!Maggie Makar @Maggiemakar
4K Followers 628 Following Assistant prof @umichcse. Previously @MIT_CSAIL. Machine learning. Causal models. Healthcare. Swimming. @[email protected] Opinions are my own.Scott @ScottZeger
913 Followers 144 Following Scott L. Zeger is a John C. Malone Professor of Biostatistics and Medicine at the Johns Hopkins University Bloomberg School of Public HealthData Science JEDI Out.. @DataSciJedi
1K Followers 598 Following Justice, Equity, Diversity, & Inclusion (JEDI) Outreach Group of the American Statistical Association @AmstatNews. Become a member at https://t.co/Byh7CajtdiChuck Scales @ChuckScalesMD
1K Followers 2K Following Urologist and health services researcher @DukeUrology @DukeSurgery @DCRINews Tweets reflect my own personal opinionsDavid Kline @dm_kline
380 Followers 374 Following Assistant Professor @wakeforestmed @WakeBDS, @OSUPublicHealth alum, views=my own @[email protected]Ed Yong is not here @edyong209
384K Followers 2K Following Science writer. Author of AN IMMENSE WORLD. Not on Twitter any more. Find me on Bluesky or through my newsletter: https://t.co/sUMoqFWZWg.Molly @MamaWeasleyy
5K Followers 693 Following med/STEM in a previous life. wife+mom. I got 100s of kids in covid vax trials. Lady Whistlevax. fantasy romance reader. anti-hate protrans she/her🍓✨carlye wisel @carlyewisel
29K Followers 2K Following award-winning theme park journalist + host of Very Amusing podcast ✨ e-mail: [email protected] 🍭 she/herJim Hill Media @JimHillMedia
21K Followers 2K Following Disney & Universal theme park & entertainment news, reviews, rumors & history articles & podcasts by Jim Hill. He's the one on the left.Podcast: The Ride @PodcastTheRide
12K Followers 134 Following A podcast about theme parks whose original tagline is deeply outdated. Hosted by @phatcarlson, @scottgairdner, & @jasonsheridanJaime Lynn Speiser @DrJSpeiser
372 Followers 838 Following NIA K25 funded #ML methodologist/prediction modeler; she/her; Mom to🐶🐕 👧🏻👶🏼Posts reflect my viewsBill Hartman, MD, PhD @hartman_bill
3K Followers 3K Following Dad of 5, husband to Ann. Associate Professor of Anesthesiology. @UWMadison #Clinicaltrials. Tweets are my own.Dr. Christina Knudson @canoodleson
1K Followers 791 Following canoe + T + son. former tenured professor, data scientist, YouTuber, developer of R pkgs glmm & stableGR, @rladiestc organizer. @[email protected]Wake Forest Biostatis.. @WakeBDS
345 Followers 285 Following Using biostatistics and data science to unlock the power of data to improve public health and medicineDisney Parks @DisneyParks
2.3M Followers 36 Following The happiest Twitter feed on Earth! Sharing news and magic for Disney Parks, Experiences and Products. ✨Len Testa | mastodon... @LenTesta
26K Followers 211 Following Computer scientist solving optimization problems in travel and healthcare. North Carolina A&T. [email protected]. Papers: https://t.co/LbPdHY1hB8 and https://t.co/EviAdA2cDcDr. Talitha Washingto.. @doctor_talitha
3K Followers 2K Following Director @AUCDataScience & @NDSAlliance | #Math Prof @CAU | Faculty @Morehouse, @MSMEDU, & @SpelmanCollege | #Prez @AWMmath. All opinions are my own.Michael Mina @michaelmina_lab
220K Followers 1K Following Physician-Scientist, MD,PhD. Immunology, Epidemiology, Infectious disease, Autoimmunity, Biotech, Diagnostics, Math. CSO, CMO. Past: Harvard Faculty. DM’s OpenZoë McLaren, Ph.D. @ZoeMcLaren
9K Followers 1K Following Associate Prof. @UMBCPubPolicy. Formerly @UMichSPH. Econ PhD @UMich. Health and economic policy to fight HIV, TB & COVID19. @[email protected]Izzie Fulcher @isabelfulcher
1K Followers 417 Following ♥️ statistics + repro health 👩💻 cso @DelfinaCare ⬅️ former @harvard_data fellow, @harvardbiostats phdJosh Currie @_Josh_Currie
2K Followers 2K Following Studying principles of regeneration in the axolotl and looking toward regenerative therapies. Asst. Professor at Wake Forest University. Views my own. He/him.COPSS @COPSSNews
663 Followers 28 Following The Committee of Presidents of Statistical Societies (COPSS) represents @AmstatNews, @ENAR_ibs, @InstMathStat, @SSC_stat, and @WNAR_ibsShaun Blanchard @ShaunLBlanchard
1K Followers 875 Following Lecturer in Theology at Notre Dame Australia. Writes on Jansenism, Catholic Enlightenment, Vatican I and II. Loves cats, NC BBQ, English ale, and UNC football.Am J Epidemiology @AmJEpi
18K Followers 201 Following American Journal of Epidemiology. Published by Oxford University Press on Behalf of the Johns Hopkins Bloomberg School of Public Health. https://t.co/ZFpyAoYxCSSusan R. Wente @PresidentWente
3K Followers 162 Following @WakeForest’s 14th President. Biomedical scientist & educator. Championing engaged liberal arts. Embracing opportunity, inclusion & positive change. 🎩 she/herRob Santos @_Rob_Santos
2K Followers 270 Following Views are my own; member of U.S. Census Bureau leadership team; formerly: VP at Urban Inst; President of Amer Stat Assoc & Amer Assoc for Public Opinion Res.Health Nerd @GidMK
81K Followers 2K Following https://t.co/hkLzdpoOQd Epidemiologist. Writer (Slate, TIME, etc). ' Research fellow at @UoW Host of @senscipod Email [email protected] he/himHannah Mendoza @hanmmendoza
16 Followers 51 Following Organizing team @WomenInStat. Mathematics @WakeForest. CS @IllinoisCS.👋 Meet Anh Nguyen! Anh will soon graduate with her MS in Statistics from @WakeForest, where she's rocked both her TAship and biostatistics RAship for the past 2 years. After graduation, Anh will join us as a visiting assistant professor. Congrats, Anh!
✏️Sharpen your skills at one of the NYR interactive workshops on May 15 w/ Max Kuhn (@topepos), David Robinson (@drob), Malcolm Barrett (@malco_barrett) & Lucy D'Agostino McGowan (@LucyStats)! 👩💻Secure your spot before it's too late: rstats.ai/nyr #rstats | #rstatsnyc
👋 Meet Jackson Gazin! Jackson will soon graduate with his MS in Statistics from @WakeForest, where he's been an awesome TA for the past 2 years. After graduation, Jackson will join @Cigna as a data scientist. Congrats, Jackson!
Is my Japan honeymoon two years away? Yes. Do I have a 16 day itinerary already worked out? Also yes. What’s it like being a chill person?
🎉 This afternoon, six of our Wake Stats undergrads will present their honors theses! See the diverse lineup of talks below 👇
What a fun day hosting the data viz station at @WakeForestStats Florence Nightingale Day with @LucyStats ! Bonus points if you can pick out mine 📊
On a related note, I have thousands of beads leftover and I think I’m entering my friendships bracelet era. 🙌
🥳Hosting FN day is one of my favorite things! This year we introduced local teens to data viz, sampling, design, and prediction, along with a panel discussing stats and data science careers!
Another FN Day in the books! This is one of my favorite events we do @WakeForestStats — a day full of statistics and data science with our local middle and high schoolers! 🥇🥈🥉 Check out our data visualization prize winners!
@LucyStats @SarahLotspeich @StatStaci5 This was so great and timely! Thank you!
@LucyStats Nice paper! It reminded me about moment reconstruction, a method proposed in measurement error literature which is deterministic imputation of a covariate which DOES use the outcome - academic.oup.com/biometrics/art…
Melody Goodman to serve as Interim Dean at the School of Public Health, NYU hsph.harvard.edu/biostatistics/…
@LucyStats @SarahLotspeich @StatStaci5 What a title 🤩
@LucyStats @SarahLotspeich @StatStaci5 Hi Lucy! Great paper. Thanks for adding the thread to explain it further. It’s very helpful.
✨📄New paper 📄✨ in Statistical Methods in Medical Research (@SageJournals) by three of our faculty on when and why we include the outcome in your covariate's imputation model!
Curious why statisticians recommend including the outcome in your imputation models? Check out our new paper in Statistical Methods in Medical Research! @SarahLotspeich, @StatStaci5, and I show with some simple mathematical derivations why this is really a requirement!
@LucyStats @SarahLotspeich @StatStaci5 Incredible paper title
McGowan and Lotspeich earned their PhDs from Vanderbilt Biostatistics in 2018 and 2021 respectively, and both have since scored early investigator prizes @AmstatNews.
Curious why statisticians recommend including the outcome in your imputation models? Check out our new paper in Statistical Methods in Medical Research! @SarahLotspeich, @StatStaci5, and I show with some simple mathematical derivations why this is really a requirement!
@LucyStats @SarahLotspeich @StatStaci5 Hi Lucy, interesting paper! Could you send me a copy, please - [email protected]