The nma_summary
class contains posterior summary statistics of model
parameters or other quantities of interest, and the draws used to obtain
these statistics.
Details
Objects of class nma_summary
have the following components:
- summary
A data frame containing the computed summary statistics. Column
.trt
indicates the corresponding treatment, or columns.trta
and.trtb
indicate the corresponding contrast (.trtb
vs..trta
). If a regression model was fitted with effect modifier interactions with treatment, these summaries will be study-specific. In this case, the corresponding study population is indicated in the.study
column. If a multinomial model was fitted, the.category
column indicates the corresponding category.- sims
A 3D array [Iteration, Chain, Parameter] of MCMC simulations
- studies
(Optional) A data frame containing study information, printed along with the corresponding summary statistics if
summary
contains a.study
column. Should have a matching.study
column.
The following attributes may also be set:
- xlab
Label for x axis in plots, usually either
"Treatment"
or"Contrast"
.- ylab
Label for y axis in plots, usually used for the scale e.g.
"log Odds Ratio"
.
The subclass nma_rank_probs
is used by the function
posterior_rank_probs()
, and contains posterior rank probabilities. This
subclass does not have a sims
component, as the rank probabilities are
themselves posterior summaries of the ranks (i.e. they do not have a
posterior distribution). The posterior ranks from which the rank
probabilities are calculated may be obtained from posterior_ranks()
.