Changes in version 2021-04 - Added DBI to suggests. Changes in version 2019-11 - Added a new method ("BSLmisspec") in the main function "bsl", which considers model misspecification when running BSL. - Added an option "whitening" in the main function "bsl", which allows greater shrinkage when using the Warton's shrinkage estimator. - Re-designed S4 classes "BSL", "MODEL", and "PENALTY". More methods are supported in the classes. - The package now uses a progress bar to track running progress in the "bsl" function (verbose = 1L). - Other minor changes and bug fixes. Changes in version 2019-07-01 - Added a new method ("uBSL") in the main function "bsl". - Two shrinkage methods ("glasso" and "Warton") are available now for methods "BSL" and "semiBSL". - A new S4 object class "BSLMODEL" is introduced to encapsulate the simulation function, summary statistic function, a point estimate of the parameter value and other arguments that are related to the model of interest. - "BSLMODEL" now uses log of the prior function for numerical stability. - "BSLMODEL" supports vectorised simulation function ("fnSimVec") that produces n model simulations simultaneously. - A number of arguments ("fnSim", "fnSum", "theta0", "fnPrior", "simArgs", "sumArgs" and "thetaNAmes") are replaced by "model" and will be deprecated in a future release. - Added a function "gaussianRankCorr" that computes the Gaussian rank correlation matrix. - It is now possible to use Gaussian rank correlation (GRC = TRUE) in the "BSL" method for more robustness. - Other minor changes. Changes in version 3.2.0 (2020-11-22) Changes in version 2.0.0 (2019-01-16) - Second major release. Please note some arguments have been renamed. - Added a new method ("semiBSL") in the main function "bsl". - Now bsl returns an S4 class object instead of S3. The plot method gives an option for whether ggplot2 or R graphics (the default) will be used. - The simulation function and summary statistics function do not need to have a list as the second argument now. - The new bsl function uses "parallelArgs" instead of "parallel_packages", where users can specify all arguments supported by "foreach". - Code update for three examples: MA(2), multivariate G & K, and cell biology. Changes in version 0.1.0 - Initial release - Includes BSL and BSLasso - Data and code for three examples: MA(2), multivariate G & K, and cell biology