Gaussian Regression Models for Day-Level Forecasting of COVID-19 in European Countries

Author(s):  
Umut Özkaya ◽  
Şaban Öztürk
Atmosphere ◽  
2019 ◽  
Vol 10 (11) ◽  
pp. 659 ◽  
Author(s):  
Hanns Moshammer ◽  
Dietmar Oettl ◽  
Michael Mandl ◽  
Michael Kropsch ◽  
Lisbeth Weitensfelder

(1) Background: When it comes to estimating the annoyance potency of odors, European countries relate to different guidelines. In a previous study we compared complaint rates for different agricultural odors, but due to different guidelines, the results we obtained are hard to generalize. (2) Methods: We compare our findings on complaint rates to Dutch and German findings on annoyance rates, using diverse regression models. We also discuss whether the use of the polarity profile for hedonic odor quality could improve annoyance potency assessment. This is demonstrated by comparing the graphical profiles of two different odor types (swine and cattle). (3) Results: Official complaint rates are comparable to a percentage of annoyed residents. Confounder variables such as personal variables do not greatly contribute to annoyance. However, individual emission sites also showed an important influence on complaints and hence on annoyance. Considering the hedonic quality of odors via the polarity profile method for improving an annoyance potency assessment cannot be recommended when using the given state of the method. This is particularly true when it comes to the rating of specific odors, as the method then seems to lack reliability. (4) Conclusions: Where data on annoyance rates are lacking, complaint data could be used instead.


2021 ◽  
Author(s):  
Carmen Walenta-Bergmann

Historically the provision of childcare was one of the forgotten areas of Austrian family policy. During the last decade, a lot of effort was made to catch up with other European countries, but notable subnational differences between the regions and municipalities persist. This paper engages with the arising question: Does regional political representation affect the provision of childcare in Austria? Based on a unique longitudinal dataset (2003-2018) containing yearly measures for 1789 Austrian municipalities, several hierarchical regression models are calculated. The results reveal a significant effect of gender and partisan dimension, as well as an interaction effect between those dimensions.


2001 ◽  
Vol 30 (5) ◽  
pp. 787-797 ◽  
Author(s):  
Mammo Woldie ◽  
J. Leroy Folks ◽  
John P. Chandler

2020 ◽  
Vol 79 (11) ◽  
pp. 1423-1431
Author(s):  
Rachelle Meisters ◽  
Polina Putrik ◽  
Sofia Ramiro ◽  
Monika Hifinger ◽  
Andras P Keszei ◽  
...  

ObjectiveAs part of European League against Rheumatism (EULAR)/European Musculoskeletal Conditions Surveillance and Information Network, 20 user-focused standards of care (SoCs) for rheumatoid arthritis (RA) addressing 16 domains of care were developed. This study aimed to explore gaps in implementation of these SoCs across Europe.MethodsTwo cross-sectional surveys on the importance, level of and barriers (patients only) to implementation of each SoC (0–10, 10 highest) were designed to be conducted among patients and rheumatologists in 50 European countries. Care gaps were calculated as the difference between the actual and maximum possible score for implementation (ie, 10) multiplied by the care importance score, resulting in care gaps (0–100, maximal gap). Factors associated with the problematic care gaps (ie, gap≥30 and importance≥6 and implementation<6) and strong barriers (≥6) were further analysed in multilevel logistic regression models.ResultsOverall, 26 and 31 countries provided data from 1873 patients and 1131 rheumatologists, respectively. 19 out of 20 SoCs were problematic from the perspectives of more than 20% of patients, while this was true for only 10 SoCs for rheumatologists. Rheumatologists in countries with lower gross domestic product and non-European Union countries were more likely to report problematic gaps in 15 of 20 SoCs, while virtually no differences were observed among patients. Lack of relevance of some SoCs (71%) and limited time of professionals (66%) were the most frequent implementation barriers identified by patients.ConclusionsMany problematic gaps were reported across several essential aspects of RA care. More efforts need to be devoted to implementation of EULAR SoCs.


2004 ◽  
Vol 31 (10) ◽  
pp. 1157-1170 ◽  
Author(s):  
Jin-Guan Lin ◽  
Bo-Cheng Wei ◽  
Nan-Song Zhang

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