Lupus Science & Medicine

Detection rate, demographic associations and clinical implications of anti-C1q antibody elevations across diverse disease states

Background Anti-C1q autoantibodies can disrupt normal complement function, contributing to the formation of pathogenic immune ...
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SUPREMUM NORM POSTERIOR CONTRACTION AND CREDIBLE SETS FOR NONPARAMETRIC MULTIVARIATE REGRESSION

In the setting of nonparametric multivariate regression with unknown error variance σ², we study asymptotic properties of a Bayesian method for estimating a ...
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Multivariate functional-coefficient regression models for nonlinear vector time series data

Vector time series data are widely met in practice. In this paper we propose a multivariate functional-coefficient regression model with heteroscedasticity for modelling such data. A local linear ...
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Logistic Regression Cost Function ¦ Machine Learning ¦ Simply Explained

Learn what is Logistic Regression Cost Function in Machine Learning and the interpretation behind it. Logistic Regression Cost function is "error" representation of the model. It shows how the model ...