Testing a low-dimensional null hypothesis against a high-dimensional alternative in a generalized linear model may lead to a test statistic that is a quadratic form in the residuals under the null ...

In simple linear regression 1, we model how the mean of variable Y depends linearly on the value of a predictor variable X; this relationship is expressed as the conditional expectation E(Y|X ...

N. E. Breslow, D. G. Clayton, Approximate Inference in Generalized Linear Mixed Models, Journal of the American Statistical Association, Vol. 88, No. 421 (Mar., 1993), pp. 9-25 ... The random effects ...