densityratio - densityratio 0.2.2

• update plot_bivariate() to depend on ggh4x to remove empty panels, instead of a grob (such that it remains a ggplot) object
• update link in readme

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Published by thomvolker 11 months ago

densityratio - densityratio 0.2.1

• patch test files to work with the new upcoming ggplot release
• update link readme

- R
Published by thomvolker about 1 year ago

densityratio - densityratio 0.2.0

• Initial CRAN submission.

densityratio 0.2.0

• First CRAN release of the densityratio package.
• Estimation methods kliep(), kmm(), lhss(), naive(), spectral(), ulsif().
• Cross-validation for all methods incorporated (except naive).
• S3 methods predict(), plot(), print() and summary() incorporated.
• Extensive checks for input data and parameters.
• Test files for all methods.
• Added a NEWS.md file to track changes to the package.

What's Changed

• Typo fixed in readme by @gerkovink in https://github.com/thomvolker/densityratio/pull/24

New Contributors

• @gerkovink made their first contribution in https://github.com/thomvolker/densityratio/pull/24

Full Changelog: https://github.com/thomvolker/densityratio/compare/v0.0.1...v0.2.0

- R
Published by thomvolker about 1 year ago

densityratio - v0.0.1 Let's get it started

What's Changed

• Plot function by @CarlosPoses in https://github.com/thomvolker/densityratio/pull/8
• Spectral density ratio estimation (Izbicki, Lee & Schafer, 2014), implemented in 88ae44a27a0572a6a6c77951c91546054ea4e04d.
• Faster distance function f4b069029554244dea63c34cd6556187cd09a14a
• Simplify naive density ratio estimation and allow for linear dependencies, remove naive subspace density ratio estimation 35b5fca4d36da27e6cff2a3fd6ca58164c2bf4c7
• Scale data space 56d855c4e877aee339e76eccea8d33324d3d0e6e
• Furthermore some small bug fixes, typos and changes in documentation.

New Contributors

• @CarlosPoses made their first contribution in https://github.com/thomvolker/densityratio/pull/8

Full Changelog: https://github.com/thomvolker/densityratio/compare/v0.0.1-alpha.1...v0.0.1

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Published by thomvolker over 1 year ago

densityratio - Making zenodo work

- R
Published by thomvolker almost 3 years ago

densityratio - First experimental release

This release contains the first implementation of density ratio estimation through the Kullback-Leibler importance estimation procedure and unconstrained least-squares importance fitting, both with automatic model selection and predict and print functions. Additionally, it implements a hypothesis test to formally assess the discrepancy between the two data distributions.

- R
Published by thomvolker almost 3 years ago