heemod 0.16.0
heemod 0.16.0
- Remove lazyeval, plyr and pryr dependency
- For PSM, when OS is lower to PFS, force the transition probability to be 0 (#7 @william-rawlinson)
get_who_mr()
is working again- Mortality rates gathered with
get_who_mr(..., local = TRUE)
are only available as
pooled for high income countries. prop
,multinom
andmake_gamma
, deprecated since a long time are now unavailable,
to be replaced withbinomial
,multinomial
andgamma
, respectively.markov_cycle
is now deprecated in favor ofmodel_time
andstate_cycle
in favor ofstate_time
heemod 0.15.1
Compliance with r-devel
heemod 0.15.0
- Performance improvements: using state_time is much faster now, as well as probabilistic sensitivity analyses
heemod 0.14.5
- Rebuild vignettes
- fix guides( = FALSE)
heemod 0.14.4
- updates for compatibility with rlang 1.0.0
heemod 0.14.2
- checks cairo_pdf availability
heemod 0.14.0
Breaking changes
- argument "method" for run_model was inverted. Now "beginning" overestimates costs and "end" underestimates costs (#345 @zaddyzad)
heemod 0.13.0
Prepare for dplyr 1.0.0
Bugfixes
- Fix problem with state_time (fix #343 @Reale3)
heemod 0.12.0
Bugfixes
- Ready for tibble 3.0
look_up()
displays a more informative message when searching several values at once
heemod 0.11.0
Backend changes
-
States are now length 2 lists:
- .dots: the state values
- starting_values: the state values when entering the state
-
Compatibility with dplyr 0.8: replaced all underscored (SE) versions of all verbs
Bugfixes
get_who_mr()
is again able to fetch data from GHO server
heemod 0.10.0
New features
define_state()
gains thestarting_values
argument (same asdefine_strategy()
).
heemod 0.9.4
- Compatibility with dplyr v0.8
heemod 0.9.3
Backend changes
- Remove
Hmisc
dependency for weighted summaries.
heemod 0.9.2
Breaking changes
- Survival function renamed:
pool()
=>mix()
.
New features
- Starting values with
define_starting_values()
. - Check for comma as a decimal separator in tabular data.
- Auto-re-indent transition matrices with
reindent_transition()
. - Discounting per year with the
period
argument. - BCEA interface with
run_bcea()
. use_distribution()
to re-sample from empirical data (e.g. MCMC fit posterior distribution).
Bugfixes
- Better error-checking in multinomial parameters definition.
- Cleaner
define_psa()
back-end code, variables can now be used to define distribution parameters. - Handle cases when parameters depend on
state_time
but those parameters are not used by a strategy. - Empty calls to
modify()
are supported. - Fix error in survival vignette.
Backend changes
- The development branch is now called
master
, the release branch is calledcran
. - Survival operation are wrapped in a common class.
- Expansion code moved to own function.
- Faster computation of expanded states.
- Stricter dependency version management (to avoid install failures on an outdated system).
- Removed dependency to
tidyr
.
heemod 0.9.1
Breaking changes
- Survival function renamed:
project()
=>join()
. - Removed
get_code()
.
New features
- NMB is now reported as relative values.
Bugfixes
- Fixed error with
run_dsa()
in state expansion situations.
Backend changes
- Multiple changes to prepare for the
dplyr
update 0.6.0.
heemod 0.9.0
heemod
can now be cited with:
Filipovic-Pierucci A, Zarca K and Durand-Zaleski I (2017).
“Markov Models for Health Economic Evaluations: The R
Package heemod.” ArXiv e-prints. R package version
0.8.0, 1702.03252
- Model calibration with
calibrate_model()
. init
andinflow
can refer to values fromdefine_parameters()
, and are thus accessible to PSA / DSA.inflow
can be time-varying.
Breaking changes
get_probs_from_surv()
=>compute_surv()
.
New features
- Operations on survival functions, see
vignette("j-survival")
. Thanks to Jordan Amdahl. - Model calibration with
calibrate_model()
. Thanks to Matthew Wiener. - State membership correction works for partitioned survival model.
- Custom state membership correction functions can be passed to the
method
argument ofrun_model()
. get_who__mr()
can take aregion
argument, and automatically pool results whensex
is not passed.- Additional DSA plotting options.
Bugfixes
heemod::discount()
now produces results similar todiscount()
.
Backend changes
- Renamed memoised functions.
- NSE aliases (
*_
) to survival operation functions.
heemod 0.8.0
Breaking changes
strategy
becomes a reserved parameter name.- Counting method
"half-cycle"
is deprecated. resample
argument inrun_psa()
renamed topsa
.- Probability distributions for PSA were renamed, see
?distributions
. state_cycle
renamed tostate_time
, added amodel_time
alias tomodel_time
.- The
inflow
argument for budget impact analysis is specified withdefine_inflow()
. prob_to_prob()
=>rescale_prob()
.
New features
- Transition probabilities from survival models with
get_probs_from_surv()
:- Parametrically defined by
define_survival()
. - Or fitted on data by the
flexsurv
package.
- Parametrically defined by
- Support for partitioned survival models with
define_part_surv()
. - Plot EVPI.
- Export PSA files for Sheffield Accelerated Value of Information software.
- Individuals can enter the model after the beginning with the
inflow
argument inrun_model()
(mainly for budget impact analysis). - Strategy name can be used to define values with
dispatch_strategy()
or using thestrategy
name (vignettes homogeneous and probabilistic have been updated to use this feature). - Beta and triangle distributions for PSA.
- Custom distributions can be defined.
- Co-variance analysis on strategy differences, more options for
gam()
fitting.
Other features
- Convenience function
rescale_discount_rate()
. - Better error messages at parameter evaluation.
combine_probs()
: given several independent probabilities of an event, return the total probability of the event.- More informative error messages for incorrect matrices.
- Infinite parameter values generate an error.
- New parameters can be added with
modify()
.
Backend changes
- Cleaner handling of clusters.
- Package
diagram
,Hmisc
andlogitnorm
moved fromImports
toSuggests
.
Bugfixes
- Fixed several bugs that would return incorrect efficiency frontiers in some situations, or would return duplicated strategy names in some edge cases (thanks to Vince Daniels).
- Fixed a failure of tabular input when a column could be read as all numeric.
- Character variables from
newdata
were mistakenly parsed as lazy expressions. newdata
now handles factor variables.state_cycle_limit
was not passed to PSA, DSA, or updating.- PSA and DSA tabular files were not saved.
Acknowledgments
- Thanks to Matthew Wiener, especially for the survival analysis code.
heemod 0.7.1
Bugfixes
- Fixed an error resulting in incorrect co-variance analysis results when relations between values and parameters were negative.
heemod 0.7.0
Breaking changes
- Some plotting arguments changed (e.g.
type
=>results
).
New features
- Added co-variance analysis for PSA with
type = "cov"
plot. - All plotting functions can now represent multiple strategies with facets.
- CECA plotted on a log scale by default.
- Black & white plots for publications with the
bw
plot option. - Remove variables that are not sensitive in DSA with
remove_ns
.
Backend changes
- Important object structure change (from attributes to lists).
- More systematic use of getter functions.
- More standardized processing of model objects.
- Unit tests rely less on printed results.
- Using new nomenclature in back-end functions (
model
=>strategy
). base_strategy
divided in 3 concepts:central_strategy
,root_strategy
,noncomparable_strategy
.- Non-heemod versions of
discount()
throw warnings.
heemod 0.6.0
Breaking changes
- Base model cannot be specified anymore: it is always the least costly model.
- Renamed argument
transition_matrix
=>transition
indefine_strategy()
.
New features
- Parallel computing with
use_cluster()
. - Compute average values from PSA.
Bugfixes
- Acceptability curve returns probabilities at 0.
- Correctly identify efficiency frontier.
- ICER are computed on the efficiency frontier.
Acknowledments
- Thanks to Matthew Wiener, Zdenek Kabat and Vojtech Filipec for their great contributions to this update.
heemod 0.5.1
Bugfixes
- Added
formatR
to suggest list.
heemod 0.5.0
Breaking changes
- Some functions were renamed for clarification:
define_model()
=>define_strategy()
run_models()
=>run_model()
define_matrix()
=>define_transition()
define_sensitivity()
=>define_dsa()
define_distrib()
=>define_psa()
run_sensitivity()
=>run_dsa()
run_probabilistic()
=>run_psa()
New features
- Values and probabilities can depend on state time with
state_cycle
, allowing to reproduce the results of micro-simulations. define_sensitivity()
now accepts any expression as input, and can call references to model parameters.- Discount rates can now be specified as parameters (allows for rates to be modified in DSA & PSA).
- Any state value can be plotted.
- Additional output: csv files for many of the tabular results.
Bugfixes
- Edges where P=0 are not plotted anymore for transition matrices.
- There used to be a potential error when you wanted to save output but there had been no psa.
heemod 0.4.0
New features
update()
for heterogeneity analysis and to compute population-level values, with vignette.run_models_tabular()
to import models from tabular input, with vignette.look_up()
to look up values from external data.- Added option to pool female and male mortality rates in WHO data.
- Counting method now defaults to life-table.
plot_sensitivity()
now plots by default the widest bar on top.- Convenience functions for converting rates to probabilities.
- Models can be run without state values, to compute counts only.
- Much more informative error messages.
- Objects can be converted to the
R
code to generate them (same idea asdput()
, but easier to read). - New options
heemod.verbose
andheemod.memotime
. - More informative messages, especially in verbose mode.
- Use WHO data cached locally in case of connection problems.
- New functions:
get_counts()
andget_init()
to get state membership counts. - Smart sex code conversion for
get_who_mr()
.
Bug fixes
- really fixed problem when the argument to
discount()
was not defined as a parameter.
Backend changes
eval_model_newdata()
, the function behind re-sampling and sensitivity analysis now returns list-variables.
Acknowledments
- Thanks to Matthew Wiener, Zdenek Kabat and Vojtech Filipec for their great contributions to this update.
heemod 0.3.3
New features
- Added a vignette to exactly reproduce results from Decision Modelling for Health Economic Evaluation.
Bug fixes
- Fixed problem when argument to
discount()
was not defined as a parameter. - Corrected several errors in the vignettes (thanks to Michael Schenkenberg from SBU, Stockholm, Sweden).
- Updated mortality rate tests to reflect GHO database update.
heemod 0.3.2
Bug fixes
- Fix mishandling of matrix index with
C
ineval_matrix()
(thanks to Matthew Wiener). - Fix problem with upcoming version of
tidyr
.
heemod 0.3.1
Backend changes
- A single set of parameters is now used for a set of models.
Bug fixes
- Correct error in probabilistic analysis vignette.
- Fix incompatibility with upcoming
dplyr
update.
heemod 0.3.0
New features
shiny
interface.- Added support for different counting options.
get_who_mr()
to extract mortality rates from WHO data.
heemod 0.2.0
New features
- Added ability to plot matrix.
- Added framework for probabilistic uncertainty analysis.
- Written vignette for probabilistic and sensitivity analysis.
- Added complement alias for matrix definition.
run_*
functions now output a single table instead of a list of tables.- Variables corresponding to cost and effect must now be specified in
run_models()
. - Plotting for sensitivity and probabilistic analysis.
Bug fixes
- added
*_
functions.
Removed
run_model_newdata()
cannot rununeval_model
anymore.- Removed need to use
define_state_list()
.
heemod 0.1.0
- Initial CRAN submission.