BACKGROUND In healthcare research, outcomes with skewed probability distributions are common. Sample size calculations for such outcomes are typically based on estimates on a transformed scale (e.g. log) which may sometimes be difficult to obtain. In contrast, estimates of median and variance on the untransformed scale are generally easier to pre-specify. The aim of this paper is to describe ho...

In comparing the mean count of two independent samples, some practitioners would use the t-test or the Wilcoxon rank sum test while others may use methods based on a Poisson model. It is not uncommon to encounter count data that exhibit overdispersion where the Poisson model is no longer appropriate. This paper deals with methods for overdispersed data using the negative binomial distribution r...

In 2000, representatives of the transplant community convened for a meeting on living donation in an effort to provide recommendations to promote the welfare of living donors. One key recommendation included in the consensus statement was that all transplant centers which have performed living donor surgeries have an independent living donor advocate (ILDA) "whose only focus is on the best inte...

Independent Living (IL) is more than a social movement; it is also an analytic paradigm that is re shaping the thinking of rehabilitation professionals and researchers alike. The IL paradigm is contrasted with the rehabilitation paradigm that has dominated disability policy, practice, and research. This article analyzes how the shift from the rehabilitation to the IL paradigm is likely to affec...

The development of novel therapies for Dry Eye Disease (DED) is formidable, and relatively few treatments evaluated have been approved for marketing. In this report, the Subcommittee reviewed challenges in designing and conducting quality trials, with special reference to issues in trials in patients with DED and present the regulatory perspective on DED therapies. The Subcommittee reviewed the...

OBJECTIVES Occupational therapy literature describes various independent living programs developed by occupational therapists and at times documents their effectiveness, yet none of the literature reviewed examined the involvement of occupational therapists in independent living programs. METHOD Directors of independent living programs in the United States were surveyed to ascertain their use...

We introduce three novel semi-parametric extensions of probabilistic canonical correlation analysis with identifiability guarantees. We consider moment matching techniques for estimation in these models. For that, by drawing explicit links between the new models and a discrete version of independent component analysis (DICA), we first extend the DICA cumulant tensors to the new discrete version...

Information and communication technology applications can help increase the independence and quality of life of older people, or people with disabilities who live in their own homes. A risk management framework is proposed to assist in selecting applications that match the needs and wishes of particular individuals. Risk comprises two components: the likelihood of the occurrence of harm and the...