negative.binomial(theta = stop("'theta' must be specified"), link = "log") 参数 theta 附加参数 theta 的已知值。 link 链接函数,作为指定 log、 sqrt 或identity 之一的字符串、名称或单元素字符向量,或类 "link-glm" 的对象。 值 "family" 类的对象,glm() 拟合负二项式广义线性模型所需的函数和...
Fit a negative binomial GLM for given design matrixSteve LundLong Qu
The negative binomial regression, which is a standard statis- tical method for analyzing over-dispersed count observa- tions, has been recently applied to microbiome data [28]. On the other hand, several zero-inflated models have also been proposed to correct for excess zero counts in ...
In simulation studies, confidence intervals for the OR were 56–65% as wide (geometric model), 75–79% as wide (Poisson model), and 61–69% as wide (negative binomial model) as the corresponding interval from a logistic regression produced by dichotomizing the data. When we analyzed existi...
We next performed a standard binomial test comparing the number of clones with a binary fate change between Cherry− and lentiviral-transduced Cherry+ cells compared with clonal fate when data were reversed (Cherry+ to Cherry−) (Figure S3G; STAR Methods). Here, we found that WT HSPC ...
Empirical Bayes Tagwise Dispersions for Negative Binomial GLMsGordon SmythDavis McCarthy
Performance of a negative binomial-GLM in spatial scan statistic: a case study of low-birth weights in Pakistandoi:10.4081/gh.2024.1313Ullah, SamiKhan Barakzai, Mushtaq AhmadTianfa XieGeospatial Health
Models for count data: Poisson and negative binomialBenoit, Kenneth
Applying the GLM variance assumption to overcome the scale- dependence of the Negative Binomial QGPML Estimator.Bosquet, C. and H. Boulhol (2014) `Applying the GLM variance assumption to overcome the scale-dependence of the negative binomial QGPML estimator', Econometric Reviews 33(7), 772-784...
fit a negative binomial model with lasso (or elastic net), snet and mnet regularization