estimate_betas_group_wise: Estimate the Betas for Fixed Dispersions

In const-ae/glmGamPoi: Fit a Gamma-Poisson Generalized Linear Model

Estimate the Betas for Fixed Dispersions

Description

Estimate the Betas for Fixed Dispersions

Usage

estimate_betas_group_wise(
  Y,
  offset_matrix,
  dispersions,
  beta_group_init = NULL,
  beta_mat_init = NULL,
  groups,
  model_matrix
)

Value

a list with three elements

• Beta a matrix with one column per group and a row for each gene

• iterations the number of iterations from the Newton-Raphson method

• deviances the deviance for each gene (sum of the deviance per group)

const-ae/glmGamPoi documentation built on Feb. 13, 2024, 1:35 a.m.