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## Version 1.9.8 (2019-10-11)
* Add Kersplat simulation! Still experimental but is useable.
* Check for counts assay when estimating from SingleCellExperiment objects
(Fixes #82)
* Fix where simpleSimulate stores parameters (Fixes #72)
### Version 1.9.7.9018 (2019-10-10)
* Document Splotch estimation functions
### Version 1.9.7.9017 (2019-10-09)
* Document Splotch simulation functions
### Version 1.9.7.9016 (2019-10-01)
* Change the default SplotchParams cell design to place cells at end of path
* Add one time warning for Splotch simulation
* Avoid unnecessarily resetting cells.design in SplotchParams
### Version 1.9.7.9014 (2019-09-24)
### Version 1.9.7.9013 (2019-09-19)
* Merge master into splotch branch
## Version 1.9.7 (2019-09-19)
* Rescale when sampling Phi in BASiCSSimulate
## Version 1.9.6 (2019-09-17)
* Adjust BASiCSSimulate to match development version of BASiCS
### Version 1.9.5.9012 (2019-09-09)
* Merge master into splotch branch
## Version 1.9.5 (2019-09-09)
* Fix bug in NAMESPACE
* Use new exponential correction for bcv.common
### Version 1.9.4.9010 (2019-08-22)
* Add density sampling options for means and library sizes
### Version 1.9.4.9009 (2019-08-21)
* Replace library size log-normal with density and rejection sampling
### Version 1.9.4.9008 (2019-08-20)
* Merge master into splotch branch
## Version 1.9.4 (2019-08-20)
* Fix deprecated column name in diffSCEs QQ plots
* Fix bugs where parameters were not being passed correctly in BASiCSEstimate
and sparseDCEstimate
* Replace the sc_example_counts dataset from scater with the mockSCE function
* Tidy and improve estimation function examples
### Version 1.9.3.9008 (2019-08-20)
* Add expression outliers to Splotch
### Version 1.9.3.9007 (2019-08-14)
* Fix bug in selectFit
### Version 1.9.3.9006 (2019-08-13)
* Add splotchEstimate function
### Version 1.9.3.9005 (2019-08-08)
* Simulate counts in splotchSimulate
* Split splotchSimulate into separate functions for each stage
### Version 1.9.3.9004 (2019-08-08)
* Merge master into splotch branch
## Version 1.9.3 (2019-08-08)
* Remove deprecated scater functions
### Version 1.9.2.9003 (2019-07-17)
* Topologically sort Splotch paths
* Add library size parameters to SplotchParams
* Simulate cell means in splotchSimulate
* Add paths parameters to SplotchParams
### Version 1.9.2.9000 (2019-07-11)
* Add SplotchParams object
## Version 1.9.2 (2019-06-13)
* Add variable gene correlation plot to compareSCEs
## Version 1.9.1 (2019-06-05)
* Refactor the summariseDiff function
* Add the KS statistic to summariseDiff
* Set gam method for fitted lines in comparison plots
* Add checks for suggested packages in examples
## Version 1.9.0 (2019-05-03)
* Bioconductor 3.10 devel
# Version 1.8.0 (2019-05-03)
* Bioconductor 3.9 release
## Version 1.7.5 (2018-04-18)
* Add Splat parameters vignette
* Fix spelling
## Version 1.7.4 (2018-04-17)
* Allow SplatParams parameters to be set in any order
## Version 1.7.3 (2018-04-15)
* Minor changes to documentation
* Protect against integer overflow in simulation functions
* Fix order of groups in splatSimulate
## Version 1.7.2 (2018-12-06)
* Add ImmunoOncology biocViews tag at request of Bioconductor team
## Version 1.7.1 (2018-11-17)
* Fix bugs in vignette
## Version 1.6.1 (2018-12-06)
* Add ImmunoOncology biocViews tag at request of Bioconductor team
## Version 1.5.8 (2018-10-22)
* Add WithSpikes argument when calling BASiCS::BASiCS_MCMC()
## Version 1.5.7 (2018-10-03)
* Fix BASiCSEstimate tests
## Version 1.5.4 (2018-08-30)
* Fix bug in BASiCSEstimate when no spike-ins provided
### Version 1.5.2.9000 (2018-08-16)
* Add missing regression argument to BASiCSEstimate
* Add new BASiCS tests
## Version 1.5.2 (2018-08-16)
* Fix bug in getLNormFactors when reversing factors less than one
* Update documentation to new Roxygen version (6.1.0)
* Change variable name in vignette for compatibility with scater
## Version 1.5.1 (2018-06-12)
* Fix normality testing error in splatEstLib
* Correct p-value cutoff in normality test
* Sample library sizes for normality testing if > 5000 cells
## Version 1.5.0 (2018-05-02)
* Fix bug in BASiCSEstimate when no spike-ins provided
## Version 1.4.2 (2018-08-16)
* Add missing regression argument to BASiCSEstimate
* Add new BASiCS tests
## Version 1.4.1 (2018-06-12)
* Fix normality testing error in splatEstLib
* Correct p-value cutoff in normality test
* Sample library sizes for normality testing if > 5000 cells
## Version 1.3.6 (2018-04-30)
* Set seed in sparseDCEstimate tests
## Version 1.3.5 (2018-04-25)
* Replace dropout.present with dropout.type in SplatParams
* Allows users to set dropout by experiment, batch, group or cell
## Version 1.3.4 (2018-04-19)
* Add option to use a normal distribution for library sizes in Splat simulations
* Add SparseDC simulation
* Rename params in metadata slot of simulation to Params for consistency
* Add checks to SplatParams to reset path.from if nGroups changes
* Improve printing of parameters stored as data.frames
* Colourise Params print output and listSims output
* Improve warning message when fitting means in splatEstimate fails
* Simplify problematic documentation links
### Version 1.3.3.9010 (2018-04-12)
* Add option to use a normal distribution for library sizes in Splat simulations
### Version 1.3.3.9000 (2018-04-12)
* Replace dropout.present with dropout.type in SplatParams
* Allows more control over dropout.mid and dropout.shape
## Version 1.3.3 (2018-03-27)
* Fix parameter passing bug in scDDEstimate
## Version 1.3.2 (2018-01-31)
* Fix QC names that have been changed in scater
* Move scater to Imports and add scater version
* Remove lingering references to SCESets
* Add more tests
## Version 1.3.1 (2018-01-03)
* Fix error in vignette caused by changes in scater
## Version 1.3.0 (2017-10-13)
* Bioconductor 3.7 devel
## Version 1.2.2 (2018-03-27)
* Fix parameter passing bug in scDDEstimate
## Version 1.2.1 (2017-11-23)
* Fix zinbwave installation error
# Version 1.2.0 (2017-10-30)
* Bioconductor 3.6 release
## Version 1.1.8 (2017-10-13)
* Add BASiCS simulation
* Update Splatter citation
* Update Lun2 reference
## Version 1.1.7 (2017-10-05)
* Add PhenoPath simulation
* Add ZINB-WaVE simulation
* Adjust mfaSimulate output
## Version 1.1.6 (2017-10-02)
* Update scDD version
* Add mfa simulation
## Version 1.1.5 (2017-09-13)
* Convert to SingleCellExperiment
* Add verbose option to scDDEstimate
* Change "mean-dropout" to "mean-zeros" in compareSCESets
* Update summariseDiff
* Update scDDEstimate, now estimates gene types
* Fix error in lun2Estimate
* Import SummarizedExperiment to avoid warnings
* Add batch effects to Splat simulation
* Make Splat group assignment probabilistic
* Update SplatParams with new parameters
* Fix error handling when fitting means
* Fix scales in some difference plots
* Fix colours in difference plots
* Fix panel legends
* Add summariseDiff function
* Add BPPARAM argument to scDDSimulate
* Add limits to zeros diff plots
* Remove estimation of dropout.present
* Add functions for making comparison panels
* Add panel section to vignette
* Change variance plot scale (for consistency)
* Modify how Lun2Params stores gene parameters to use data.frame
* Move sampling of genes/cells to lun2Simulate
* Return to old Lun2 nGenes estimate
* Add diffSCESets function
* Update compareSCESets plots
* Modify Lun2 nGenes estimate
* Modify how addFeatureStats names columns
* Add infinite bcv.df warning to splatSimulate
* Add parallel option to lun2Estimate
* Allow non-integer library sizes in Lun2Params
* Adjust dropout eta value
* Adjust comparison plots
* Improve Splat estimation procedure
* Update default Splat parameters
* Remove out.loProb Splat parameter
* Add MeanZeros plot to compareSCESets
* Add addGeneLengths function
* Update scDD reference
* Fix bug that meant non-linear path factors weren't stored in output
* Small changes to avoid NOTEs and reduce check time
* Add installation to vignette
* Add detail about counts matrix to vignette
* Replace 1:x with seq_len/seq_along
* Fix to match Bioconductor version of scDD
* Add logo to repository
* Add rownames, colnames to matrices in splatSimulate, lunSimulate
* Bump R version to 3.4
* Address Biocondutor build warnings, notes
* Fix bug in compareSCESets
* Dataset order is now kept in plots
* Add compareSCESets function
* Update vignette
* Fix LunParams validity bug
* Add logo
* Fix bug in splatSimulatePaths that caused NAs
* Make compatible with Bioconductor 3.4
* Fix error for SCESets in lun2Estimate, scDDEstimate
* Redesign how parameters are stored
* Each simulation now has it's own S4 Params class
* Modify existing simulations to use new parameter objects
* Add Lun simulation
* Modify splatParams to take Lun parameters
* Add splatter simulations
* Modify some parts of splatParams and fix bugs
* Added splatParams object
* Added functions for interacting with splatParams