Robust inference under the beta regression model with application to health care studies

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Spatial Beta Regression Model with Random Effect

 Abstract: In many applications we have to encountered with bounded dependent variables. Beta regression model can be used to deal with these kinds of response variables. In this paper we aim to study spatially correlated responses in the unit interval. Initially we introduce spatial beta generalized linear mixed model in which the spatial correlation is captured through a random effect. T...

متن کامل

A characteristic function approach to the biased sampling model, with application to robust logistic regression

Many sampling problems from multiple populations can be considered under the semiparametric framework of the biased, or weighted, sampling model. Included under this framework is logistic regression under case-control sampling. For any model, atypical observations can greatly influence the maximum likelihood estimate of the parameters. Several robust alternatives have been proposed for the spec...

متن کامل

The Log-Beta Weibull Regression Model with Application to Predict Recurrence of Prostate Cancer

We study the properties of the called log-beta Weibull distribution defined by the logarithm of the beta Weibull random variable (Famoye et al., 2005; Lee et al., 2007). An advantage of the new distribution is that it includes as special sub-models classical distributions reported in the lifetime literature. We obtain formal expressions for the moments, moment generating function, quantile func...

متن کامل

Application of Health Belief Model to assess Knowledge and Attitude of Women Regarding Preconception Care

Background & aim: Effective preconception care requires childbearing women's knowledge and attitude to improve maternal and neonatal health by the early recognition of risk factors related to pregnancy. The aim of this study was to investigate knowledge and attitude of Iranian women regarding preconception health based on the health belief model. Meth...

متن کامل

Statistical Inference under Latent Class Models, with Application to Risk Assessment in Cancer Survivorship Studies

Motivated by a cancer survivorship program, this PhD thesis aims to develop methodology for risk assessment, classification, and prediction. We formulate the primary data collected from a cohort with two underlying categories, the at-risk and not-at-risk classes, using latent class models, and we conduct both cross-sectional and longitudinal analyses. We begin with a maximum pseudo-likelihood e...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Statistical Methods in Medical Research

سال: 2017

ISSN: 0962-2802,1477-0334

DOI: 10.1177/0962280217738142