R negative.binomial 负二项式 GLM 的族函数R语言 negative.binomial 位于MASS 包(package)。 说明 使用glm() 指定使用已知 theta 参数拟合负二项式广义线性模型所需的信息。 用法 negative.binomial(theta = stop("'theta' must be specified"), link = "log") 参数 theta 附加参数 theta 的已知值。 link...
The NB-GE GLM was applied to two over-dispersed crash datasets and its performance was compared to Negative Binomial-Lindley (NB-L) and Negative Binomial (NB) models using various statistical measures. It was found that NB-GE performs almost as well as NB-L model and performs much better ...
版次:2 商品编码:12020585 包装:平装 外文名称:Negative Binomial Regression(Second Edition) 开本:24开 出版时间:2016-07-01 用纸:胶版纸 页数:561 字数:461000 正文语种:英文负二项回归(第2版 英文版) [Negative Binomial Regression(Second Edition)] epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2025 相...
zhangyuqing / ComBat-seq Star 160 Code Issues Pull requests Batch effect adjustment based on negative binomial regression for RNA sequencing count data rna-seq negative-binomial-regression batch-effects Updated Sep 24, 2020 R const-ae / glmGamPoi Star 105 Code Issues Pull requests Fit ...
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 ...
Interpretation of glmmTMB output for zero-inflated negative binomial regression 2 Understanding emmeans outputs for poisson and negative binomial GLM fitted on count data with or without offset 1 Adding predictor variables to hurdle model 1 Interpreting letters from cld output from emmeans R Hot...
How to plot negative binomial data as a function of a categorical variable from a GLM How do you correctly plot results from a GLM used to test a categorical variable? Here is a reproducible example in R (the data are listed below the code):...
作者:Joseph Michael Hilbe,Wiki简介:https://en.wikipedia.org/wiki/Joseph_Hilbe 负二项回归属于广义线性回归(GLM)的分支,与Logistic回归、Poisson回归等都属于计数数据模型的范畴,主要用于以分类变量、定序变量为因变量的回归分析之中。 负二项回归家族庞大,逐渐应用于社会科学领域各个学科的统计分析建模之中,本书...
The GLM framework of the Lee–Carter model: a multi-country study The Lee鈥揅arter model is a well-known model in modeling mortality. We aim to compare three probability models (Poisson, negative binomial and binomial) ba... S Azman,D Pathmanathan,R Aykroyd - 《Journal of Applied Statisti...
I have fitted a binomial regression (glm.nb using the MASS package) to my data. I have two questions and would be very thankfull if you could answer any of them: 1a) Can I use the Anova (type II, car package) to analyse which explanatory variables are significant? Or should I use ...