Learn R Programming

BCEA (version 2.4.81)

Bayesian Cost Effectiveness Analysis

Description

Produces an economic evaluation of a sample of suitable variables of cost and effectiveness / utility for two or more interventions, e.g. from a Bayesian model in the form of MCMC simulations. This package computes the most cost-effective alternative and produces graphical summaries and probabilistic sensitivity analysis, see Baio et al (2017) .

Copy Link

Version

Install

install.packages('BCEA')

Monthly Downloads

708

Version

2.4.81

License

GPL-3

Issues

14

Pull Requests

0

Stars

47

Forks

17

Maintainer

Gianluca Baio

Last Published

July 14th, 2025

Functions in BCEA (2.4.81)

ceac_plot_graph

Cost-Effectiveness Acceptability Curve (CEAC) Plot By Graph Device
best_interv_given_k

Optimal intervention
ceef_plot_graph

Cost-effectiveness Efficiency Frontier Plot By Graph Device
ceef.plot.bcea

Cost-Effectiveness Efficiency Frontier (CEEF) Plot
ceaf.plot.pairwise

Cost-Effectiveness Acceptability Frontier (CEAF) plot
ce_table

Cost-effectiveness summary statistics table
compute_ICER

Compute Incremental Cost-Effectiveness Ratio
ceac_matplot

CEAC Matrix Plot
compute_U

Compute U Statistic
createInputs.default

Create Inputs for EVPI Calculation
convert_pts_to_mm

Use from Base R to ggplot
ceef.summary

Summary table for CEEF
compute_kstar

Compute k^*
compute_ol

Compute Opportunity Loss
eib_params_base

EIB parameters specific to base R plot
compute_CEAC

Compute Cost-Effectiveness Acceptability Curve
compute_ceaf

Compute Cost-Effectiveness Acceptability Frontier
compute_EIB

Compute Expected Incremental Benefit
compute_eib_cri

Calculate Credible Intervals
compute_Ustar

Compute Ustar Statistic
eib_params_cri

EIB Parameters CrI
compute_Ubar

Compute NB for mixture of interventions
eib_plot_graph

Expected Incremental Benefit Plot By Graph Device
comp_names_from_

Comparison Names From
is.bcea

Check bcea Class
compute_vi

Compute Value of Information
ceplane_plot_graph

Cost-Effectiveness Plane Plot By Graph Device
ceplane_ggplot_params

CE-plane ggplot Parameters
ceplane_geom_params

Extract Separate Parameter Sets
info_rank_graph

Info Rank Plot By Graph Device
geom_cri

Credible interval ggplot geom
evppi_qq_plot

Q-Q Plot
compute_EVI

Compute Expected Value of Information
eib.plot.bcea

Expected Incremental Benefit (EIB) Plot
inforank_params

Prepare Info Rank plot parameters
contour.bcea

Contour Plots for the Cost-Effectiveness Plane
geom_quad_txt

Geom Quadrant Text
diag.evppi

Diagnostic Plots For The Results Of The EVPPI
compute_IB

Compute Incremental Benefit
ib_plot_base

IB plot base R version
loo_rank

Leave-one-out ranking
statins_base

Statins Evidence-Synthesis Data (Base Model)
statins_HC

Statins Evidence-Synthesis Data (Robust Model)
evi.plot.bcea

Expected Value of Information (EVI) Plot
mixedAn<-

Cost-Effectiveness Analysis When Multiple (Possibly Non-Cost-Effective) Interventions are Present on the Market
evppi_residual_plot

Residual Plot
is.rel

Reports whether x is a rel object Copied from ggplot2
plot.evppi

Plot Expected Value of Partial Information With Respect to a Set of Parameters
num_lines

Get number of lines
plot.bcea

Summary Plot of the Health Economic Analysis
openPDF

Automatically open pdf output using default pdf viewer
compute_p_best_interv

Compute Probability Best Intervention
info.rank.bcea

Information-Rank Plot for bcea Class
compute_p_optimal_best

Compute Probability Optimal Intervention Best
multi.ce

Cost-effectiveness Analysis With Multiple Comparison
prep_ceplane_params

Prepare CE-plane Parameters
plot_eib_cri

Plot Credible Intervals
plot.CEriskav

Plots EIB and EVPI for the Risk Aversion Case
contour_graph

Contour Cost-Effectiveness Plane
evppi

Expected Value of Perfect Partial Information (EVPPI) for Selected Parameters
contour_plotly_lines

Add contour lines to a plotly contour or CE plane plot
evppi_plot_graph

Plot Expected Value of Partial Information With Respect to a Set of Parameters
line_labels

Create Labels for Plot
make_legend_plotly

Legend Positioning
kstar_vlines

Prepare K-star vertical lines
make.report

Make Report
prep_eib_params

Prepare EIB plot parameters
prep_delta_ce

Reshape BCEA object in long format (delta_ce)
contour2.bcea

Specialised CE-plane Contour Plot
tabulate_means

Calculate Dataset For ICERs From bcea Object
theme_bcea

bcea theme ggplot2
setKmax_assign

Set Maximum Willingness to Pay
setComparisons_assign

Set Comparison Group
evi.plot.mixedAn

EVI Plot of the Health Economic Analysis For Mixed Analysis
evi_plot_graph

Expected Value of Information Plot By Graph Device
get_fitted_

Get fitted values from evppi object
validate_eib_params

Validate EIB parameters
validate_bcea

Validate bcea
prep_contour_params

Prepare contour plot parameters Additional to ceplane parameters
contour_ggplot_params

Contour ggplot2 Parameters
quiet

Allow disabling of the cat messages
ib.plot.bcea

Incremental Benefit (IB) Distribution Plot
select_plot_type

Choose Graphical Engine
new_bcea

Constructor for bcea
quadrant_params

Quadrant Parameters requires just a single comparison group
mce.plot

Plots the probability that each intervention is the most cost-effective
multiplot

Plot Multiple bcea Graphs
prep_frontier_data

Prepare frontier data
struct.psa

Structural Probability Sensitivity Analysis
summary.bcea

Summary Method for Objects of Class bcea
print.bcea

bcea Print Method
setReferenceGroup_assign

Set Reference Group
sim_table

Table of Simulation Statistics for the Health Economic Model
setComparisons

Set Comparisons Group
summary.mixedAn

Summary Methods For Objects in the Class mixedAn (Mixed Analysis)
summary.pairwise

Summary Method for Objects of Class pairwise
BCEA-deprecated

Deprecated functions in package BCEA.
BCEA-package

BCEA: Bayesian Cost Effectiveness Analysis
Smoking

Smoking Cessation Cost-Effectiveness Data
bcea

Create Bayesian Cost-Effectiveness Analysis Object
CEriskav_plot_graph

Cost-effectiveness Plot Including a Parameter of Risk Aversion
CEriskav_assign

Cost-effectiveness Analysis Including a Parameter of Risk Aversion
add_contour_quadrants

Add Contour Quadrants
Vaccine

Influenza Vaccination Cost-Effectiveness Data
ceplane.plot.bcea

Cost-effectiveness Plane Plot
add_contours

Add Contours to Base R Plot
ceac.plot.bcea

Cost-Effectiveness Acceptability Curve (CEAC) Plot
GrassmannOptim

GrassmannOptim