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To check for coding errors in the R implementation of EARS developed for this study, the outputs of both versions were compared based on six semi-synthetic datasets of 150 days in length with randomly inserted outbreaks of different magnitudes.
IK is asked to advise the Finnish Ministry of Health and Social Affairs from time to time on matters relating to socio-economic inequality and health: regardless of the findings of this study, the outputs of this research programme would form part of that advice.
AKM is also asked to advise the Scottish Government Health and Justice Departments from time to time on matters relating to socio-economic inequality and the health of the population: regardless of the findings of this study, the outputs of this research programme would form part of that advice.
I am asked to advise the Finnish Ministry of Health and Social Affairs from time to time on matters relating to health policy and services; regardless of the findings of this study, the outputs of this research would form part of that advice.
IK: I have the following competing interests: I am asked to advise the Finnish Ministry of Health and Social Affairs from time to time on matters relating to health policy and services: regardless of the findings of this study, the outputs of this research would form part of that advice.
AHL is asked to advise the Chief Medical Officer of the Scottish Government from time to time on matters relating to socio-economic inequality and health and how to measure it: regardless of the findings of this study, the outputs of this research programme would form part of that advice.
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This makes it possible to study the output of applications later.
Additionally, we study the output of the regularization using Least Absolute Shrinkage and Selection Operator (Lasso) and we highlight the added value given by the synergetic use of Lasso and ridge regression.
Measurements of health provide a focal point for many claims for evidence-based reform, irrespective of whether such measures are used to monitor outcomes of care within a specific clinical population, to diagnose illness, or to study the output of a health system as a whole.
Barry studied the output of 3 types of nebulisers in a hypobaric chamber up to an altitude equivalent of 5300 m [ 77].
Odor habituation has been used in studies of odor generalization and has been touted to be the preferred method, compared to operant conditioning, for studying the output of certain kinds of neural processing such as those that underlie olfactory coding [ 10, 11].
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