NBjacobianLibSizes: Jacobian for the raw components of the independence model

In CenterForStatistics-UGent/RCM: Fit row-column association models with the negative binomial distribution for the microbiome

Jacobian for the raw components of the independence model

Description

Jacobian for the raw components of the independence model

Usage

NBjacobianLibSizes(beta, X, reg, thetas, allowMissingness, naId)

Arguments

beta	a vector of length n with current library size estimates
X	a n-by-p count matrix
reg	a vector of length p with relative abundance estimates
thetas	a n-by-p matrix with overdispersion estimates in the rows
allowMissingness	A boolean, are missing values present
naId	The numeric index of the missing values in X

Value

a diagonal matrix of dimension n: the Fisher information matrix

CenterForStatistics-UGent/RCM documentation built on April 24, 2023, 8:26 p.m.