Metabolites ◽  
2017 ◽  
Vol 7 (4) ◽  
pp. 51 ◽  
Author(s):  
Cedric Simillion ◽  
Nasser Semmo ◽  
Jeffrey Idle ◽  
Diren Beyoğlu

1984 ◽  
Vol 21 (3) ◽  
pp. 268-277 ◽  
Author(s):  
Vijay Mahajan ◽  
Subhash Sharma ◽  
Yoram Wind

In marketing models, the presence of aberrant response values or outliers in data can distort the parameter estimates or regression coefficients obtained by means of ordinary least squares. The authors demonstrate the potential usefulness of the robust regression analysis in treating influential response values in marketing data.


Technometrics ◽  
1991 ◽  
Vol 33 (2) ◽  
pp. 239-240
Author(s):  
David Fairley

2015 ◽  
Vol 8 (3) ◽  
pp. 435-457 ◽  
Author(s):  
Allyson F. Shortle ◽  
Ronald Keith Gaddie

AbstractWe test for relationships between anti-Muslim attitudes and opinion and competing religious identity and religious belief variables in an evangelical Christian constituency. Original survey data from a statewide sample of 508 likely voters in Oklahoma are subjected to a robust regression analysis to determine (1) indicators of holding Christian nationalist beliefs and (2) the relationship between belief measures of Christian nationalism, evangelical Christian identity, and subsequent anti-Muslim sentiment. Christian nationalism is more prevalent among self-identified evangelicals. Christian nationalist beliefs and strong belief in Biblical literalism are significantly related to negative and restrictive views of Muslims. Anti-Muslim sentiments in the form of general disapproval and the desire to limit Muslim worship are shaped more by beliefs than identities or behaviors. Evangelical self-identification does not help us disentangle domestic opinion regarding Muslims as well as measures that disentangle beliefs from identity.


2019 ◽  
Author(s):  
Hadi J Al Sulayyim ◽  
Ali Al Omari ◽  
Motasim Badri

Abstract Abstract (249 words). Introduction : Iron deficiency anemia (IDA) is a global public health issue that affect more than 2 billion individuals worldwide. However evidence for optimal management of IDA is lacking. Methods : To assess the diagnostic criteria and therapeutic modalities for pediatric IDA employed by physicians in a major public healthcare facility in Riyadh, a validated questionnaire including demographic data and patient case-scenarios related to diagnosis and treatment of IDA was employed. Robust regression analysis was used to identify factors associated with overall score of participants. Results : Of the 166 physicians surveyed 147(88.6%) were included in the study. Wide variability was observed in IDA diagnosis and therapy practises. For nutritional IDA, only 15.6% recommended no other laboratory tests in addition to CBC. The majority preferred treatment with ferrous sulfate (77.6%) divided into two doses (57.1%), but the total daily elemental iron doses varied widely from 2 to 6 mg/kg. For intravenous iron, 42.9% recommended iron dextran, 32.7% iron sucrose, and 13.4% would continue oral iron. Of all assessed factors, median score was significantly highest in pediatric hematologists compared with pediatricians, family medicine specialists and GPs; p=0.007, and those work in tertiary care compared with those in primary care; p=0.043. However, in multivariate robust regression analysis, overall score was only significantly associated with professional qualification [pediatric hematologist β= 13.71,95%CI 2.48-24.95, p=0.017; pediatrician β= 1.77,95%C (-6.05-9.59, p=0.66; family medicine β= 2.66,95%CI-4.30-9.58, p=0.45 compared with general practitioner]. Conclusion : Wide variations exist among physicians in diagnosis and treatment of pediatric IDA. Intervention programs and national guidelines are urgently needed.


2020 ◽  
Vol 104 (sp1) ◽  
Author(s):  
Meng Wang ◽  
Shizhe Sang ◽  
Zhenyu Ma ◽  
Zhe Kang ◽  
Yunpeng Zhang ◽  
...  

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