... Background: Meta-analysis is very useful to summarize the effect of a treatment or a risk factor for a given disease. Often studies report results based on log-transformed variables in order to achieve the principal ...

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... literature **linear** equations was made which takes into account the number of data points as well as the precision involved in the different literature ...average **linear** **regression** equation is a ...

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... In this work we have focused on a **linear** **regression** method that has been widely used in many signal processing applications, such as [5]–[7]. We have designed an FPGA-oriented architecture that efficiently ...

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... in **regression** analysis refers to how strongly interrelated the independent variables in a model ...Most **regression** programs can compute variance inflation factors (VIF) for each ...

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... classical **linear** **regression** model against a heteroskedastic spatially dependent alternative, and recently a practical algorithm for estimating Anselin’s model by maximizing the Normal likelihood has been ...

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... multiple **linear** **regression** model, where the municipalities acted as units of analysis, defining municipal media spending during the 2016 election year as a dependent variable and different attributes of the ...

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... heteroscedastic **linear** **regression** system, even if each error or noise term is still Gaussian, the OLR model is no longer the maximum likelihood estimate and consequently, it is no longer eﬃcient ...handle ...

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... Copyright © 2013 Justo Padilla et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the ...

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... multivariate **linear** **regression** model with dummy variables for categorical terms was elaborated to test the null hypothesis of no association between each genetic variant assessed and log-TG, adjusting for ...

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... we found the lowest dispersion. For non-ordinary days a similar behavior can be found although in lesser magnitude. Taking this into account, the smooth curve of the squared pseudo residuals satisfactorily represents the ...

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... beginning and end of the measurement period for this latter method could be attributed to a border effect, since calculations were made with half the observations in the window. The ﬂ uctu- ating behaviour of the ...

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... the **linear** effects (genotypes or ...the **linear** effects the usual normal hierarchical structure is utilized and priors for precisions are assumed to follow gamma ...

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... logistic **regression** one ofthe measured or observed categorical variables is regarded as the response, and all other variables are ex- planatory ...logistic **regression** yield odds ratio estimates which are ...

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... that **linear** discriminant anal- ysis is superior to genetic algorithms and neural ...the **linear** discriminant analysis model is better than ge- netic algorithms and three other approaches to credit scoring, ...

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... error of prediction (SEP), and BIAS (difference between NIR predicted values and the values determined by the reference chemistry). The SEP is a true measure of the performance of the equation on unknown samples and is ...

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... Variables in logs. Low frequency movements calculated using a robust version of a local **regression** using weighted **linear** least squares and a 2nd degree polynomial model that assigns lower weight to outliers ...

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... In order to optimize the algorithm behaviour, the GridSearchCV tool provided by Scikit- learn has been used. This module allows you to know the hyper-parameters that give the best results to a classifier when classifying ...

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... In the case of fruity esters, their values were below their quantiﬁ- cation limits in the last fractions, due to depletion over time. For this reason, the sum of squares **regression** did not ﬁ nd **linear** signi ...

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... stepwise **linear** **regression** analysis in a series of 495 children indicated that platelet count (< 108,000/microL) and thromboelastography maximum amplitude (MA) during CPB were the variables most signifi ...

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... Course is theoretical and practical, belongs to the area of science; it is designed to develop and expand the skills of analysis of educational data, psychological, and social data that you began to acquire in the course ...

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