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Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States.
Cramer EY, Ray EL, Lopez VK, Bracher J, Brennen A, Castro Rivadeneira AJ, Gerding A, Gneiting T, House KH, Huang Y, Jayawardena D, Kanji AH, Khandelwal A, Le K, Mühlemann A, Niemi J, Shah A, Stark A, Wang Y, Wattanachit N, Zorn MW, Gu Y, Jain S, Bannur N, Deva A, Kulkarni M, Merugu S, Raval A, Shingi S, Tiwari A, White J, Abernethy NF, Woody S, Dahan M, Fox S, Gaither K, Lachmann M, Meyers LA, Scott JG, Tec M, Srivastava A, George GE, Cegan JC, Dettwiller ID, England WP, Farthing MW, Hunter RH, Lafferty B, Linkov I, Mayo ML, Parno MD, Rowland MA, Trump BD, Zhang-James Y, Chen S, Faraone SV, Hess J, Morley CP, Salekin A, Wang D, Corsetti SM, Baer TM, Eisenberg MC, Falb K, Huang Y, Martin ET, McCauley E, Myers RL, Schwarz T, Sheldon D, Gibson GC, Yu R, Gao L, Ma Y, Wu D, Yan X, Jin X, Wang YX, Chen Y, Guo L, Zhao Y, Gu Q, Chen J, Wang L, Xu P, Zhang W, Zou D, Biegel H, Lega J, McConnell S, Nagraj VP, Guertin SL, Hulme-Lowe C, Turner SD, Shi Y, Ban X, Walraven R, Hong QJ, Kong S, van de Walle A, Turtle JA, Ben-Nun M, Riley S, Riley P, Koyluoglu U, DesRoches D, Forli P, Hamory B, Kyriakides C, Leis H, Milliken J, Moloney M, Morgan J, Nirgudkar N, Ozcan G, Piwonka N, Ravi M, Schrader C… See abstract for full author list ➔ Cramer EY, et al. Among authors: tibshirani rj. Proc Natl Acad Sci U S A. 2022 Apr 12;119(15):e2113561119. doi: 10.1073/pnas.2113561119. Epub 2022 Apr 8. Proc Natl Acad Sci U S A. 2022. PMID: 35394862 Free PMC article.
Strong rules for discarding predictors in lasso-type problems.
Tibshirani R, Bien J, Friedman J, Hastie T, Simon N, Taylor J, Tibshirani RJ. Tibshirani R, et al. Among authors: tibshirani rj. J R Stat Soc Series B Stat Methodol. 2012 Mar;74(2):245-266. doi: 10.1111/j.1467-9868.2011.01004.x. J R Stat Soc Series B Stat Methodol. 2012. PMID: 25506256 Free PMC article.
Flexible Modeling of Epidemics with an Empirical Bayes Framework.
Brooks LC, Farrow DC, Hyun S, Tibshirani RJ, Rosenfeld R. Brooks LC, et al. Among authors: tibshirani rj. PLoS Comput Biol. 2015 Aug 28;11(8):e1004382. doi: 10.1371/journal.pcbi.1004382. eCollection 2015 Aug. PLoS Comput Biol. 2015. PMID: 26317693 Free PMC article.
A human judgment approach to epidemiological forecasting.
Farrow DC, Brooks LC, Hyun S, Tibshirani RJ, Burke DS, Rosenfeld R. Farrow DC, et al. Among authors: tibshirani rj. PLoS Comput Biol. 2017 Mar 10;13(3):e1005248. doi: 10.1371/journal.pcbi.1005248. eCollection 2017 Mar. PLoS Comput Biol. 2017. PMID: 28282375 Free PMC article.
Results from the second year of a collaborative effort to forecast influenza seasons in the United States.
Biggerstaff M, Johansson M, Alper D, Brooks LC, Chakraborty P, Farrow DC, Hyun S, Kandula S, McGowan C, Ramakrishnan N, Rosenfeld R, Shaman J, Tibshirani R, Tibshirani RJ, Vespignani A, Yang W, Zhang Q, Reed C. Biggerstaff M, et al. Among authors: tibshirani r, tibshirani rj. Epidemics. 2018 Sep;24:26-33. doi: 10.1016/j.epidem.2018.02.003. Epub 2018 Feb 24. Epidemics. 2018. PMID: 29506911 Free PMC article.
Collaborative efforts to forecast seasonal influenza in the United States, 2015-2016.
McGowan CJ, Biggerstaff M, Johansson M, Apfeldorf KM, Ben-Nun M, Brooks L, Convertino M, Erraguntla M, Farrow DC, Freeze J, Ghosh S, Hyun S, Kandula S, Lega J, Liu Y, Michaud N, Morita H, Niemi J, Ramakrishnan N, Ray EL, Reich NG, Riley P, Shaman J, Tibshirani R, Vespignani A, Zhang Q, Reed C; Influenza Forecasting Working Group. McGowan CJ, et al. Sci Rep. 2019 Jan 24;9(1):683. doi: 10.1038/s41598-018-36361-9. Sci Rep. 2019. PMID: 30679458 Free PMC article.
An open challenge to advance probabilistic forecasting for dengue epidemics.
Johansson MA, Apfeldorf KM, Dobson S, Devita J, Buczak AL, Baugher B, Moniz LJ, Bagley T, Babin SM, Guven E, Yamana TK, Shaman J, Moschou T, Lothian N, Lane A, Osborne G, Jiang G, Brooks LC, Farrow DC, Hyun S, Tibshirani RJ, Rosenfeld R, Lessler J, Reich NG, Cummings DAT, Lauer SA, Moore SM, Clapham HE, Lowe R, Bailey TC, García-Díez M, Carvalho MS, Rodó X, Sardar T, Paul R, Ray EL, Sakrejda K, Brown AC, Meng X, Osoba O, Vardavas R, Manheim D, Moore M, Rao DM, Porco TC, Ackley S, Liu F, Worden L, Convertino M, Liu Y, Reddy A, Ortiz E, Rivero J, Brito H, Juarrero A, Johnson LR, Gramacy RB, Cohen JM, Mordecai EA, Murdock CC, Rohr JR, Ryan SJ, Stewart-Ibarra AM, Weikel DP, Jutla A, Khan R, Poultney M, Colwell RR, Rivera-García B, Barker CM, Bell JE, Biggerstaff M, Swerdlow D, Mier-Y-Teran-Romero L, Forshey BM, Trtanj J, Asher J, Clay M, Margolis HS, Hebbeler AM, George D, Chretien JP. Johansson MA, et al. Among authors: tibshirani rj. Proc Natl Acad Sci U S A. 2019 Nov 26;116(48):24268-24274. doi: 10.1073/pnas.1909865116. Epub 2019 Nov 11. Proc Natl Acad Sci U S A. 2019. PMID: 31712420 Free PMC article.
An open repository of real-time COVID-19 indicators.
Reinhart A, Brooks L, Jahja M, Rumack A, Tang J, Agrawal S, Al Saeed W, Arnold T, Basu A, Bien J, Cabrera ÁA, Chin A, Chua EJ, Clark B, Colquhoun S, DeFries N, Farrow DC, Forlizzi J, Grabman J, Gratzl S, Green A, Haff G, Han R, Harwood K, Hu AJ, Hyde R, Hyun S, Joshi A, Kim J, Kuznetsov A, La Motte-Kerr W, Lee YJ, Lee K, Lipton ZC, Liu MX, Mackey L, Mazaitis K, McDonald DJ, McGuinness P, Narasimhan B, O'Brien MP, Oliveira NL, Patil P, Perer A, Politsch CA, Rajanala S, Rucker D, Scott C, Shah NH, Shankar V, Sharpnack J, Shemetov D, Simon N, Smith BY, Srivastava V, Tan S, Tibshirani R, Tuzhilina E, Van Nortwick AK, Ventura V, Wasserman L, Weaver B, Weiss JC, Whitman S, Williams K, Rosenfeld R, Tibshirani RJ. Reinhart A, et al. Among authors: tibshirani r, tibshirani rj. Proc Natl Acad Sci U S A. 2021 Dec 21;118(51):e2111452118. doi: 10.1073/pnas.2111452118. Proc Natl Acad Sci U S A. 2021. PMID: 34903654 Free PMC article.
Can auxiliary indicators improve COVID-19 forecasting and hotspot prediction?
McDonald DJ, Bien J, Green A, Hu AJ, DeFries N, Hyun S, Oliveira NL, Sharpnack J, Tang J, Tibshirani R, Ventura V, Wasserman L, Tibshirani RJ. McDonald DJ, et al. Among authors: tibshirani r, tibshirani rj. Proc Natl Acad Sci U S A. 2021 Dec 21;118(51):e2111453118. doi: 10.1073/pnas.2111453118. Proc Natl Acad Sci U S A. 2021. PMID: 34903655 Free PMC article.
76 results