\A new link function in GLM-based control charts to improve mon- itoring of two-stage processes with Poisson response", Int. J. Adv. Manuf. Technol., 72(9-12), pp. 1243-1256 (2014).Asgari, A., Amiri, A., Niaki,
Elsewhere in epidemiology, however, the logistic regression model, a GLM with logit link function, has been the tool of choice, largely because of its convenient properties in case-control studies. The choice of link function has usually been dictated by mathematical convenience, but it has some...
Subject st: difficulty in understanding link function in glm Date Thu, 19 Sep 2013 13:02:28 -0400Hi statalist members, I have difficulty replicating the results using two alternative configurations of generalized linear model. I'd like to predict a continuous dependent variable by a group of ...
link function为identity时一般我们默认假设误差服从正态分布，而对glm来说很多情况下假设误差服从正态分布...
For generalized linear models, we can only use the second form AND we have to apply a link function to that predicted mean on the left. Q: Is there an error term in that form of the linear model also? (This question refers to these two ways of writing the linear regression model, ...
One important component of model selection using generalized linear models (GLM) is the choice of a link function. We propose using approximate Bayes factors to assess the improvement in fit over a GLM with canonical link when a parametric link family is used. The approximate Bayes factors are ...
If g( ) is the natural log function and y is distributed as Poisson, we have ln E(y) = xβ, y ∼ Poisson or Poisson regression, also known as the log-linear model. Other combinations are possible. Although glm can be used to perform linear regression (and, in fact, does so by...
问使用glht (multcomp包)的geeglm ((二项式(link=“logit”))的对比EN我正在使用multcomp包为R中的gee...
BinomialLinkFunctions：二项链接功能
Lecture15:LogisticRegression:InferenceandlinkfunctionsBMTRY701BiostatisticalMethodsIIMoreonourexample>pros5.reg<-glm(cap.inv~log(psa)+g..