summaryLong: Summary of long-form data frame given sequential regression...

In Merck/mmrm: Mixed model repeated measures and its extension

Description

Given a long-form data and a formula from MMRM, summarize the information from the data

Usage

summaryLong(mmrm_formula, data_long, time_name, id_name, trt_name)

Arguments

mmrm_formula	formula for fixed effect in MMRM
data_long	long form of the data
time_name	name of the time variable
id_name	name of the id variable
trt_name	name of the treatment variable

Value

A list of summary of the long form data:

• p number of time points

• covar_namename of the covariates

• y_namename of the response

• kdimension of the covariates

• adj_meanoverall covariate mean

• var_xbarcovariance matrix of the covariates

• obs_pimarginal probability of the observed data for each treatment

• db_avaiable_ctllong-form available data in the control group

• db_avaiable_trtlong-form available data in the treatment group

• data_widewide-form data

• data_wide_ctlwide-form data in the control group

• data_wide_trtwide-form data in the treatment group

• n1number of subjects in the control group

• n2number of subjects in the treatment group

• data_complete_ctlcomplete data in the control group

• data_complete_trtcomplete data in the treatment group

Merck/mmrm documentation built on Dec. 17, 2021, 4:12 a.m.