Showing papers by "Ross L. Prentice published in 1991"

Estimating equations for parameters in means and covariances of multivariate discrete and continuous responses.

Abstract: Generalized estimating equations are introduced in an ad hoc fashion for the covariance matrix of a multivariate response. These equations are to be solved jointly with score equations from a generalized linear model for mean parameters. A class of quadratic exponential models is used to develop joint estimating equations for mean and covariance parameters in a more systematic fashion, and proposals for the use of such equations are developed. Comments on the relative merits of the ad hoc and model-based approaches to estimation are given and a regression illustration with a bivariate response is provided.

Quantitative review of studies of dietary fat and rat colon carcinoma.

Abstract: A quantitative overview of 14 studies of rat colon carcinogenesis was undertaken to examine the relationship between fat intake, and fat intake by degree of saturation, on the incidence of colon carcinoma while controlling for calorie consumption. Calorie consumption was not recorded in 11 of the 14 studies. Hence, two types of analyses were conducted. The first examines carcinoma incidence as a function of percent fat (by weight), with calories controlled for by including weight gain per week in the analysis. The second estimates calories per day, for studies not providing such information, using weight gain per week and age at death, followed by a joint analysis of estimated fat calories and estimated total calories. With either approach, a rather strong positive relationship between colon carcinoma incidence and fat intake is indicated for Fischer 344 rats, but no association is apparent for Sprague‐Dawley rats. This situation is somewhat clarified when the degree of saturation is taken into a...