# TrialSimulator 1.18.4

## Bug Fix

- Re-export `Surv()` and `strata()` from the `survival` package so that user-supplied formulas in action functions (e.g. `Surv(os, os_event) ~ arm`) work after `library(TrialSimulator)` alone, without requiring `library(survival)` or the `survival::` prefix. This fixes errors in parallel runs (`n_workers > 1`) where each worker only attaches `TrialSimulator` (reported in #14).

# TrialSimulator 1.18.1

## Bug Fix

- Fix a bug where a composite milestone triggering condition combined with `'or'` would error out when not all of its branches could be reached, instead of resolving to the reachable branch.

# TrialSimulator 1.18.0

## New Feature

- Accelerate milestone trigger evaluation via C++ helpers (Rcpp) for `eventNumber()` and `enrollment()` conditions. Wall-time reduction ranges from a few percent to ~20% depending on how condition-evaluation-heavy the design is, with no change to results. Set `options(trialsimulator.use_cpp = FALSE)` to fall back to the original R implementation.

# TrialSimulator 1.17.1

## Updates

- Reduce vignette compilation time for CRAN (`doseRanging.Rmd` now loads pre-computed simulation output; `simulatePfsAndOsGumbel.Rmd` uses a smaller validation sample).
- Skip a few stochastic unit tests on CRAN to avoid occasional flakes from RNG variation.

# TrialSimulator 1.17.0

## New Feature

- Add `CorrelatedPfsAndOs2()` to simulate correlated PFS and OS using a Gumbel copula while targeting marginal PFS/OS medians and Kendall's tau between observed, uncensored PFS and OS times.

## Updates

- Add a vignette for simulating correlated PFS and OS using the Gumbel copula method, alongside the existing illness-death model vignette.
- Skip an unnecessary `dplyr::filter()` call in `Trials$get_event_tables()` when no filter expression is provided, reducing total simulation wall time by roughly 5-10% in trials with frequent milestone condition checks.

# TrialSimulator 1.16.0

## New Feature

- Add `n_switches` column to locked data returned by `get_locked_data()`, counting the number of treatment switches per patient within the data lock window.
- Add `expandRegimen()` to expand the `regimen_trajectory` column in locked data into a long-format data frame with one row per regimen segment per patient.

## Updates

- Cut running time by ~75% via base R rewrites. 

# TrialSimulator 1.15.0

## New Feature

- Support stratified permuted block randomization in `trial()` using argument `stratification_factors`. 
- Support `...` in `regimen()` to pass arguments to `what()`, `when()` and `how()`. 

## Bug Fix

- Fix a bug in `regimen()` to support both single or multiple switching. 

# TrialSimulator 1.14.0

## New Feature

- Support multiple rounds of dynamic treatment switching through `regimen()`. 

## Updates

- New implementation that is 55% faster without regimen, or 40% faster with regimen. This is achieved by avoid computing redundant event counts. 

# TrialSimulator 1.13.0

## New Feature

- New implementation of regimen that is 60% faster. 

## Update

- Add a vignette of crossover design with wash-out periods. 

## Bug Fix

- Fix a minor bug displaying incorrect event count when using `enrollment()` to define milestone. This bug does not affect milestone triggering. 

# TrialSimulator 1.12.0

## New Feature

- Support editing trajectory of endpoint over time. 
- Add new argument `tidy` (default: `TRUE`) in `Controllers$run()` to stop computing and saving event count per arm per endpoint for 40% shorter run time. 

# TrialSimulator 1.11.0

## New Feature

- Add function `solvePiecewiseConstantExponentialDistribution()` to compute event rates in time windows given survival probabilities at changepoints. 
- Add `qPiecewiseExponent()`, the quantile function of piecewise exponential distribution. This function is useful to simulate time-to-event endpoint that is correlated to other endpoints using the copula method. For example, the `simdata` package needs marginal quantile functions. 

# TrialSimulator 1.10.0

## New Feature

- Support parallelization in `Controllers$run()` through new argument `n_workers`. The package `mirai` is used. Although `mirai` advocates the use of L'Ecuyer-CMRG streams to maintain independence between multiple streams, however, `TrialSimulator` resets it to be Mersenne-Twister streams to force identical behavior between `n_workers = 1` and `n_workers > 1`. This enables debuggability and reproduciability under single-process mode by setting seed that causes issues under multi-process mode.  

# TrialSimulator 1.9.0

## New Feature

- Support wrapper functions for adaptation, including `remove_arms()`, `add_arms()`, `update_sample_ratio()`, `set_duration()`, `resize()` and `update_generator()`. 
- More informative message is prompted when error is throwed from an action function; milestone's name is printed. 

# TrialSimulator 1.8.0

## New Feature

- Support new adaptation `Trials$resize()` that resizes an ongoing trial. 

# TrialSimulator 1.7.0

## New Feature

- Columns automatically recorded at milestones can be eliminated from `get_output()` by setting new argument `tidy = TRUE`. 

## Minor Updates

- Some minor fixes for CRAN submission. 

# TrialSimulator 1.6.0

## New Feature

- Generator of an endpoint can be updated during a running trial with `Trials$update_generator()`. 

# TrialSimulator 1.5.0

## Update

- `enforce = TRUE` is no longer needed when adding new arms to an existing trial with at least one arm through `Trials$add_arms()`. However, for backward compatibility, legacy codes with `enforce = TRUE` still behaves as expected and no need to update. 

# TrialSimulator 1.4.0

## Update

- Add vignette of dose-ranging study.

# TrialSimulator 1.3.0

## Major Updates

- Action function no longer needs argument `milestone_name`. Now action function only requires argument `trial` and supports optional arguments. 
- `milestone()` now support `...` to pass arguments to action functions. 
- Documents and vignettes are updated. 

## Minor Updates

- Some minor fixes. 

# TrialSimulator 1.2.0

## New Feature

- `enrollment()` now supports `min_treatment_duration` to ensure minimum treatment duration received by patients at a milestone. With its default value 0, milestone is triggered when a specific number of patients are enrolled. 
- No longer print the return value of action function, thus `invisible(NULL)` is no longer recommended as return value of action function. 

# TrialSimulator 1.1.0

## Update

- Add notes to R6 class indicating public methods that can be used by end users. 
- Update help documents.

# TrialSimulator 1.0.0

## Update

- Fix issues to meet CRAN submission conditions. 

# TrialSimulator 0.97.0

## Bug Fix

- Fix a bug in function `event_plot()` for plot of cumulative events number when endpoint name is `"ep"`. This is due to data masking in `dplyr`. 
- Fix issues in unit tests caused by new dropout mechanisum. 
- use Bonferroni method in unit test of `update_sample_ratio`. This test is probably broken by randomness (it is okay). 

# TrialSimulator 0.96.0

## Update

- Update mechanism of simulating dropout time. Switching from trial level to patient level, i.e. dropout time is now the time from a patient is enrolled until leaving a trial. This aligns with common practice and popular softwares. 

# TrialSimulator 0.95.0

## Update

- Add vignette of action function. 

# TrialSimulator 0.94.0

## New Feature

- Add function `summarizeMilestoneTime` and its plot method to summarize triggering time of milestones. 

# TrialSimulator 0.93.0

## New Feature

- `update_sample_ratio()` now supports updating multiple arms simultaneously. When ratio is not a whole number, `sample()` is used to replace the permuted block algorithm to randomize patients to arms. This enable response-adaptive design. 
- Add a vignette of response-adaptive design using `update_sample_ratio()`. 

# TrialSimulator 0.92.0

## Update

-Add vignette of fixed design. 
-Add vignette of wrapper functions of commom statistical tests. 

# TrialSimulator 0.91.0

## New Feature

- Add function \code[solveThreeStateModel] that maps medians of PFS and OS, and their correlation to the hazard parameters. The induced hazard parameters can be used with PFS-OS generator \code{CorrelatedPfsAndOs3}. 

## Update

- Add vignette of simulating PFS and OS. 

# TrialSimulator 0.90.0

## New Feature

- Save event counts per arm in simulation output. 
- No long stop the program when all planned patients are already randomized into the trial when calling the function `enroll_patients`. This is useful when a milestone is triggered after all patients are recruited. 

## Bug Fix

- Fix a bug that affects functions \code{dunnettTest} and \code{closedTest} when patient recruitment is completed fast thus no sample increment between some milestones. This bug can substantially reduce testing powers.  

# TrialSimulator 0.89.0

## New Feature

- Support `...` in `eventNumber` to count event in subset of trial data. This is useful in enrichment design when milestone is defined based on biomarker. 

# TrialSimulator 0.88.0

## New Feature

- Add function `get` as alias of `get_custom_data` in the `Trials` class. 

## Bug Fix

- Fix a bug that no results is returned to controller when an error is triggered. 

## Update

- Print informative message when `trial$dunnettTest(..., planned_info = "default")` triggers an error. 

# TrialSimulator 0.87.0

## Bug Fix

- Revise `Trials$dunnettTest` to be compatible to one-sided logrank test. 

# TrialSimulator 0.86.0

## Bug Fix

- Fix a bug in the fourth-state model. 

# TrialSimulator 0.85.0

## New Feature

- Add data generators of time to response, progression and death. 

# TrialSimulator 0.84.0

## New Feature

- The function `fitLogrank` now supports `formula`. `strata(...)` can be in 
`formula`. No covariate is accepted. 
- Add unit tests for `fitLogistic`. 

# TrialSimulator 0.83.0

## New Feature

- The function `fitLogistic` now supports `scale = "coefficient"` to compute regression coefficient as main effect of `arm` in the presence of covariates. It is also equivalent to `scale = "log odds ratio"` in the absence of covariates. 
- Add unit tests for `fitLogistic`. 

# TrialSimulator 0.82.0

## New Feature

- The function `fitCoxph` now supports `formula` to compute log hazard ratio or hazard ratio as main effect of `arm`. It will detect whether arm's main effect is specified in formula. It allows covariates and interaction between covariates and arm. However, only the main effect of arm is tested and returned. 
- Add unit tests for `fitCoxph`. 

# TrialSimulator 0.81.0

## New Feature

- The function `fitLogistic` now supports computing log odds ratio, odds ratio, risk ratio, and risk difference using `emmeans` contrast, in the presence of covariates. 
- Add unit tests for `fitLogistic` and `fitLinear`. 

# TrialSimulator 0.80.0

## New Feature

- The function `fitLogistic` now supports `formula` with covariates, and uses `emmeans` contrast to compute average treatment effect (ATE) on the `logit` scale. 

# TrialSimulator 0.79.0

## New Feature

- The function `fitLinear` now supports `formula` with covariates, and uses `emmeans` contrast to compute average treatment effect (ATE) on the mean scale. 

# TrialSimulator 0.78.0

## Updates

- The `trigger_condition` in the function `milestone` is deprecated and is replaced with `when`. Note that `trigger_condition` is still supported in the `R6` class `Milestones`. 

# TrialSimulator 0.77.0

## Updates

- Add case for unit test. 

# TrialSimulator 0.76.0

## Bug Fixes

- Fix a bug that `trial$get_custom_data` throws an error when `n > 1` in `controller$run(n)` because custom data is wiped out in `trial$reset`. 

# TrialSimulator 0.75.0

## Update

- Add vignette of defining arms. 

# TrialSimulator 0.74.0

## New Feature

- Support inclusion criteria in `arm` through the `...` argument. 

# TrialSimulator 0.73.0

## New Feature

- Print summary report of arms when printing an arm object in console or `rmarkdown`. 

# TrialSimulator 0.72.0

## New Feature

- Print summary report of endpoints when printing an endpoint object in console or `rmarkdown`. 

# TrialSimulator 0.70.0

## Updates

- Add vignette for longitudinal endpoints. 

# TrialSimulator 0.68.0

## Updates

- Rename trial event as milestone. This a major update. Relevant codes and documents are updated accordingly. 
- Add executable examples for `controller()` as per suggestion from CRAN team. 

# TrialSimulator 0.67.0

## Updates

- Print event counts at trial events using `message()` so that Shiny app can display it properly. 

# TrialSimulator 0.66.0

## Updates

- Add cases for unit test. 

# TrialSimulator 0.65.0

## New Features

- Add function `solveMixtureExponentialDistribution` to compute median of exponential endpoint of subgroup or the overall population. 

# TrialSimulator 0.63.0

## New Features

- Add wrapper functions `endpoints`, `arm`, `trial`, `event`, `listener` and `controller` for `Endpoint$new`, `Arm$new`, `Trial$new`, `Event$new`, `Listener$new` and `Controller$new`.   

# TrialSimulator 0.62.0

## New Features

- Allow extending trial duration with `Trial$set_duration`. 

# TrialSimulator 0.61.0

## Updates

- Deprecate function `enroll_a_patient`. Use `enroll_patients` only. 

# TrialSimulator 0.58.0

## Updates

- Update vignette of adaptive seamless design. 

## Bug Fixes

- Fix a bug to use `n > 1` in `Controller$run` when an arm can possibly be removed adaptively during a trial. 

## New Features

- Allow specifying arms in `enrollment`. This is useful to count randomized patients of all arms even if some are removed adaptively. 

# TrialSimulator 0.57.0

## Updates

- Move vignette of comparison between `GraphicalTesting` and `graphicalMCP` to repository [TrialSimulatorDocuments](https://github.com/zhangh12/TrialSimulatorDocuments). 

# TrialSimulator 0.56.0

## New Features

- `Controller$run` now can specify number of simulation replicates by newly added argument `n`. If `n` is greater than 1, simulation results can be accessed in `Controller$get_output()`.  

# TrialSimulator 0.55.0

## Bug Fixes

- Fix a bug in `StaggeredRecruiter` to force the enrollment time of the first patient is zero. This is an known issue but I was too lazy to fix it. Earlier version may have overestimated time of events. 

## New Features

- add function `fitFarringtonManning` of Farrington-Manning test for rate difference. 

# TrialSimulator 0.54.0

## New Features

- Add function `Trial$bind` to row bind data frame in action functions. It is useful to prepare inputs of group sequential or graphical test. 

# TrialSimulator 0.53.0

## New Features

- Add vignette of condition system. 

# TrialSimulator 0.52.0

## Bug Fixes

- Fix a bug that data is not censored correctly at events. This bug does not affect a trial without interims. 

# TrialSimulator 0.51.0

## New Features

- Add vignette of non-time-to-event endpoints. 
- Add function `weibullDropout` to compute parameters of Weibull distribution when using it for dropout distribution. 

# TrialSimulator 0.49.0

## New Features

- Add vignette of time-to-event endpoints. 

# TrialSimulator 0.48.0

## Bug Fixes

- Fix a bug when alpha of a node in graph is set to rounding error bound `1e-5` while no alpha should have been propagated. 

# TrialSimulator 0.47.0

## New Features

- Support new condition system for event triggering. Built-in functions `enrollment`, `eventNumber` and `calendarTime` can be combined with `&` and `|`. Nested combination is supported by using parentheses. 
- `TriggerByEventNumbers` and `TriggerByCalendarTime` are therefore deprecated. 

# TrialSimulator 0.44.0

## Bug Fixes

- Fix a bug when adding an arm that is already in the trial. 

# TrialSimulator 0.43.0

## New Features

- Add function `fitLogistic` to fit logistic regression model.
- Support model fitting for multiple treatment arms in logistic regression, Cox PH model, and logrank test. 

# TrialSimulator 0.42.0

## Minor Updates

- Add a logo. 

# TrialSimulator 0.40.0

## Bug Fixes

- Revise examples for CRAN submission. 

# TrialSimulator 0.39.0

## Bug Fixes

- Remove space in class name to eliminate R CMD check note. 

# TrialSimulator 0.38.2

## Bug Fixes

- Throw error message when none of the hypotheses at test has non-zero alpha in graphical test. 
- Update vignette. 

# TrialSimulator 0.38.1

## New Features

- Plot stacked area chart for accumulative event numbers of endpoints. 

## Bug Fixes

- Fix a bug when small weight (epsilon) is used in graph in graphical testing. Small weight can be conflict with integral tolerance error. 

# TrialSimulator 0.37.0

## New Features

- Return more informative error message when custom random number generators are used to define endpoints. Specifically, it guides users to return columns for time-to-event endpoints properly. 
- Update manual for `generator` in `Endpoint`. 

# TrialSimulator 0.36.0

## Bug Fixes

- Fix a bug in `GraphicalTesting` when a hypothesis is tested multiple times at the same stage because more alpha is passed from other rejected hypothesis. 

# TrialSimulator 0.35.0

## New Features

- Warn when incremental information is too low that can affect normality approximation of combination test. 

## Bug Fixes

- Minor bugs fixed. 

# TrialSimulator 0.33.0

## New Features

- Add README. 

# TrialSimulator 0.33.0

## New Features

- Provide a default action function `do_nothing()` if users have no intent to do anything at a triggered event. This function can be passed to the argument `action` when creating a new event, e.g., `Event$new(name = 'interim', trigger_condition = TriggerByCalendarTime, action = do_nothing, calendar_time = 64)`. 

# TrialSimulator 0.30.0

## New Features

- Capture error inside `Controller$run()` and insert error message into output (see `Trial$get_output()$error_message`). It helps to integrate `TrialSimulator` with `targets`. 

# TrialSimulator 0.29.0

### New Features

- Support closed test based on inverse normal combination test. 
- Seed can be accessed by `Trial$get_seed()`. 


# TrialSimulator 0.28.0

### New Features

- Support inverse normal combination test when multiple treatment arms present. Dunnett's test is used for comparison. 
- Specify random seed if user dose not pick one. Seed is saved into Trial's output for reproducibility. 

# TrialSimulator 0.27.0

### New Features

- Support dry run for fixed design. 

# TrialSimulator 0.26.0

### New Features

- Adjust boundary at final analysis for over- or under-running trials.
- Support custom alpha spending function in graphical testing procedure. 

# TrialSimulator 0.25.0

### New Features

- Support inverse normal combination test for logrank statistics. 

# TrialSimulator 0.24.0

### New Features

- Update `GraphicalTesting` based on simplified interface of `GroupSequentialTest`. 
