Confidence Intervals in Generalized Regression Models by Esa ... - 9780367387082

CRC Press

Confidence Intervals in Generalized Regression ModelsAuthor(s): Esa Uusipaikka\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Chapman & Hall/CRC\nISBN-13: 9780367387082, 978-0367387082\nSynopsis\nA Cohesive Approach to Regression Models\n\nConfidence Intervals in Generalized Regression Models introduces a unified representationthe generalized regression model (GRM)of various types of regression models. It also uses a likelihood-based approach for performing statistical inference from statistical evidence consisting of data and its statistical model. \n\nProvides a Large Collection of Models \n\nThe book encompasses a number of different regression models, from very simple to more complex ones. It covers the general linear model (GLM), nonlinear regression model, generalized linear model (GLIM), logistic regression model, Poisson regression model, multinomial regression model, and Cox regression model. The author also explains methods of construc.