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============== * Initial CRAN release.

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=========== * Added:

  • An extra argument sv.number is added if user wants to set the number of surrogate variables.

More info here.

  • verbose argument, default set to TRUE. I think, I have implement…

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=========== * Added:

  • heatmap\_differential function to be able to plot the heatmaps of a given comparison.

  • show\_comparisons is added to see the available comparisons before you plot differential…

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=========== This version is even cooler, lol: * Comparisons are now sorted according to contrast order * Added bulk RNA-seq support/documentation * Removed many dependencies * Small bug fixes and imp…

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=========== * cinaR is published in CRAN repository!

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=============== * The use of method = "twang" has been retired and will now give an error message. Use method = "gbm" for nearly identical functionality with more options, as detailed at ?method\_gbm…

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=============== * Added support for estimating propensity scores using Bayesian additive regression trees (BART) with method = "bart". This method fits a BART model for the treatment using functions …

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=============== * Fixed a bug where treatment values were accidentally switched for some methods.

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=============== * With method = "gbm", added the ability to tune hyperparameters like interaction.depth and distribution using the same criteria as is used to select the optimal tree. A summary of th…

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=============== * Added support for energy balancing with method = "energy". This method minimizes the energy distance between samples, which is a multivariate distance measure. This method uses code…

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============== * Added support for entropy balancing (method = "ebal") for continuous treatments as described by Tübbicke (2020). Relies on hand-written code contributed by Stefan Tübbicke rather t…

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============== * Formula interfaces now accept poly(x, .) and other matrix-generating functions of variables, including the rms-class-generating functions from the rms package (e.g., pol(), rcs(), et…

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============== * Fixed bug when using weightit() inside another function that passed a by argument explicitly. Also changed the syntax for by; it must now either be a string (which was always possibl…

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============== * Added new sbps() function for estimating subgroup balancing propensity score weights, including both the standard method and a new smooth version. * Setting method = "gbm" and method…

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============== * Bug fixes. Functions now work better when used inside other functions (e.g., lapply). * Behavior of weightit() in the presence of non-NULL focal has changed. When focal is specified,…

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============== * Fixed a bug when using the ps argument in weightit(). * Fixed a bug when setting include.obj = TRUE in weightitMSM(). * Added warnings for using certain methods with longitudinal tre…

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============== * Added super method to estimate propensity scores using the SuperLearner package. * Added optweight method to estimate weights using optimization (but you should probably just use the…

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============== * Added trim() function to trim weights. * Added ps.cont() function, which estimates generalized propensity score weights for continuous treatments using generalized boosted modeling, …

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============== * Added new moments and int options for some weightit() methods to easily specify moments and interactions of covariates. * Fixed bug when using objects not in the data set in weightit…

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============== * Edits to code and help files to protect against missing CBPS package. * Corrected sampling weights functionality so they work correctly. Also expanded sampling weights to be able to …

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Comprehensive R Archive Network

CRAN is a network of ftp and web servers around the world that store identical, up-to-date, versions of code and documentation for R.

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