Error variance function estimation in nonparametric regression models

2017 ◽  
Vol 47 (5) ◽  
pp. 1479-1491 ◽  
Author(s):  
Yousef F. Alharbi ◽  
Prakash N. Patili
2008 ◽  
Vol 36 (2) ◽  
pp. 646-664 ◽  
Author(s):  
Lie Wang ◽  
Lawrence D. Brown ◽  
T. Tony Cai ◽  
Michael Levine

2018 ◽  
Vol 5 (suppl_1) ◽  
pp. S35-S35
Author(s):  
Kathryn Lago ◽  
Kalyani Telu ◽  
David R Tribble ◽  
Anuradha Ganesan ◽  
Anjali Kunz ◽  
...  

Abstract Background International travelers are often at risk for both influenza like illness (ILI) and malaria. Doxycycline is active against many pathogens causing ILI and is routinely used for malaria prophylaxis. We evaluated the incidence of and risk factors for ILI, and whether the choice of malaria prophylaxis was associated with ILI. Methods TravMil is a prospective observational study enrolling subjects presenting to 6 military travel clinics. We analyzed pre- and post-travel surveys from travelers to regions outside of the continental United States, Western or Northern Europe, Canada, or New Zealand between July 2010 and August 2018. ILI was defined as subjective fever associated with either a sore throat or cough. Characteristics of trip and traveler and the use of malaria prophylaxis were analyzed to determine association with development of ILI. Poisson regression models with robust error variance were used to estimate relative risk of ILI. Results A total of 3,227 travelers were enrolled: 62.1% male, median age of 39 (IQR 27, 59), median travel duration 19 days (IQR 12, 49). 32% traveled to Africa, 40% to Asia, and 27% to the Caribbean, Mexico, and Central or South America. Military travel (46%) and vacation (40%) were most common reasons for travel. Twenty percent took doxycycline for malaria prophylaxis, 50% other prophylaxis (89% atovaquone–proguanil), and 30% took none. 8.7% developed ILI. Compared with those on no or other prophylaxis, doxycycline was associated with decreased risk of ILI [RR 0.65 (0.43–0.99), P = 0.046], as was military travel [RR 0.30 (0.21–0.43), P < 0.01]. Increased risk of ILI was associated with female gender [RR 1.57 (1.24–1.98), P < 0.01], travel to Asia [RR 1.37 (1.08–1.75), P = 0.01], cruises [RR 2.21 (1.73–2.83), P < 0.01], and longer duration of travel [RR 1.01 (1.00–1.01, P < 0.01]. Conclusion The use of doxycycline is associated with a decreased risk of ILI compared with taking no or other malaria prophylaxis. The reasons for this are unclear but may be related to anti-inflammatory effects, activity against bacterial respiratory pathogens, effects on disease transmission in closed populations (e.g., military deploying groups), or other unmeasured factors. With few proven strategies for decreasing ILI risk in travelers, these findings bear further investigation. Disclosures All authors: No reported disclosures.


2007 ◽  
Vol 17 (1) ◽  
pp. 39-47 ◽  
Author(s):  
M. Bock ◽  
A. W. Bowman ◽  
B. Ismail

2018 ◽  
Vol 36 (08) ◽  
pp. 798-805 ◽  
Author(s):  
Han-Yang Chen ◽  
Suneet P. Chauhan

Objective To compare neonatal and infant mortality rates stratified by gestational age (GA) between singletons and twins and examine the three leading causes of death among them. Study Design This was a retrospective cohort study using the U.S. vital statistics datasets. The study was restricted to nonanomalous live births at 24 to 40 weeks delivered in 2005 to 2014. We used multivariable Poisson regression models with robust error variance to examine the association between birth plurality (singleton vs. twin) and mortality outcomes within each GA, while adjusting for confounders. The results were presented as adjusted risk ratios (aRRs) with 95% confidence intervals (CIs). Results Of 26,292,747 live births, 96.6% were singletons and 3.4% were twins. At 29 to 36 weeks of GA, compared with singletons, twins had a lower risk of neonatal mortality (aRR: 0.37–0.78) and infant mortality (aRR: 0.54–0.86). When examined by GA, the three leading causes of neonatal and infant mortality varied between singletons and twins. Conclusion When stratified by GA, the risk of neonatal and infant mortality was lower at 29 to 36 weeks in twins than in singletons, though the cause of death varied.


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