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BCEA (version 2.4.8)

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) .

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Version

Install

install.packages('BCEA')

Monthly Downloads

708

Version

2.4.8

License

GPL-3

Issues

14

Pull Requests

0

Stars

47

Forks

17

Maintainer

Gianluca Baio

Last Published

July 4th, 2025

Functions in BCEA (2.4.8)

ceaf.plot.pairwise

Cost-Effectiveness Acceptability Frontier (CEAF) plot
ceef.plot.bcea

Cost-Effectiveness Efficiency Frontier (CEEF) Plot
ceef_plot_graph

Cost-effectiveness Efficiency Frontier Plot By Graph Device
ceac_plot_graph

Cost-Effectiveness Acceptability Curve (CEAC) Plot By Graph Device
ceplane.plot.bcea

Cost-effectiveness Plane Plot
compute_EVI

Compute Expected Value of Information
compute_eib_cri

Calculate Credible Intervals
compute_ICER

Compute Incremental Cost-Effectiveness Ratio
ceplane_plot_graph

Cost-Effectiveness Plane Plot By Graph Device
compute_IB

Compute Incremental Benefit
compute_U

Compute U Statistic
compute_Ubar

Compute NB for mixture of interventions
compute_ceaf

Compute Cost-Effectiveness Acceptability Frontier
createInputs.default

Create Inputs for EVPI Calculation
ceef.summary

Summary table for CEEF
compute_vi

Compute Value of Information
comp_names_from_

Comparison Names From
convert_pts_to_mm

Use from Base R to ggplot
contour.bcea

Contour Plots for the Cost-Effectiveness Plane
ceplane_geom_params

Extract Separate Parameter Sets
evi.plot.mixedAn

EVI Plot of the Health Economic Analysis For Mixed Analysis
compute_p_best_interv

Compute Probability Best Intervention
ceplane_ggplot_params

CE-plane ggplot Parameters
contour_ggplot_params

Contour ggplot2 Parameters
contour2.bcea

Specialised CE-plane Contour Plot
eib_plot_graph

Expected Incremental Benefit Plot By Graph Device
evppi_plot_graph

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

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

Leave-one-out ranking
kstar_vlines

Prepare K-star vertical lines
evi.plot.bcea

Expected Value of Information (EVI) Plot
line_labels

Create Labels for Plot
compute_EIB

Compute Expected Incremental Benefit
compute_CEAC

Compute Cost-Effectiveness Acceptability Curve
compute_kstar

Compute k^*
compute_ol

Compute Opportunity Loss
eib_params_base

EIB parameters specific to base R plot
make.report

Make Report
compute_p_optimal_best

Compute Probability Optimal Intervention Best
eib.plot.bcea

Expected Incremental Benefit (EIB) Plot
diag.evppi

Diagnostic Plots For The Results Of The EVPPI
compute_Ustar

Compute Ustar Statistic
info_rank_graph

Info Rank Plot By Graph Device
inforank_params

Prepare Info Rank plot parameters
new_bcea

Constructor for bcea
geom_quad_txt

Geom Quadrant Text
geom_cri

Credible interval ggplot geom
multiplot

Plot Multiple bcea Graphs
evppi_qq_plot

Q-Q Plot
eib_params_cri

EIB Parameters CrI
evi_plot_graph

Expected Value of Information Plot By Graph Device
ib_plot_base

IB plot base R version
plot.bcea

Summary Plot of the Health Economic Analysis
plot.CEriskav

Plots EIB and EVPI for the Risk Aversion Case
statins_HC

Statins Evidence-Synthesis Data (Robust Model)
plot.evppi

Plot Expected Value of Partial Information With Respect to a Set of Parameters
mixedAn<-

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

Contour Cost-Effectiveness Plane
prep_frontier_data

Prepare frontier data
info.rank.bcea

Information-Rank Plot for bcea Class
multi.ce

Cost-effectiveness Analysis With Multiple Comparison
print.bcea

bcea Print Method
plot_eib_cri

Plot Credible Intervals
setReferenceGroup_assign

Set Reference Group
summary.bcea

Summary Method for Objects of Class bcea
struct.psa

Structural Probability Sensitivity Analysis
sim_table

Table of Simulation Statistics for the Health Economic Model
is.bcea

Check bcea Class
tabulate_means

Calculate Dataset For ICERs From bcea Object
openPDF

Automatically open pdf output using default pdf viewer
num_lines

Get number of lines
is.rel

Reports whether x is a rel object Copied from ggplot2
quiet

Allow disabling of the cat messages
evppi_residual_plot

Residual Plot
quadrant_params

Quadrant Parameters requires just a single comparison group
contour_plotly_lines

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

Reshape BCEA object in long format (delta_ce)
get_fitted_

Get fitted values from evppi object
ib.plot.bcea

Incremental Benefit (IB) Distribution Plot
statins_base

Statins Evidence-Synthesis Data (Base Model)
make_legend_plotly

Legend Positioning
prep_ceplane_params

Prepare CE-plane Parameters
prep_contour_params

Prepare contour plot parameters Additional to ceplane parameters
setComparisons

Set Comparisons Group
setComparisons_assign

Set Comparison Group
setKmax_assign

Set Maximum Willingness to Pay
mce.plot

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

Choose Graphical Engine
prep_eib_params

Prepare EIB plot parameters
validate_bcea

Validate bcea
theme_bcea

bcea theme ggplot2
summary.mixedAn

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

Summary Method for Objects of Class pairwise
validate_eib_params

Validate EIB parameters
add_contours

Add Contours to Base R Plot
CEriskav_assign

Cost-effectiveness Analysis Including a Parameter of Risk Aversion
CEriskav_plot_graph

Cost-effectiveness Plot Including a Parameter of Risk Aversion
BCEA-deprecated

Deprecated functions in package BCEA.
Vaccine

Influenza Vaccination Cost-Effectiveness Data
Smoking

Smoking Cessation Cost-Effectiveness Data
BCEA-package

BCEA: Bayesian Cost Effectiveness Analysis
bcea

Create Bayesian Cost-Effectiveness Analysis Object
GrassmannOptim

GrassmannOptim
add_contour_quadrants

Add Contour Quadrants
ceac.plot.bcea

Cost-Effectiveness Acceptability Curve (CEAC) Plot
ceac_matplot

CEAC Matrix Plot
best_interv_given_k

Optimal intervention
ce_table

Cost-effectiveness summary statistics table