Version 0.10.0

Updated documentation to clarify that the implementation of Levene's Test is based on median, which is also known as the Brown-Forsythe test. Thanks to Brice Langston for pointing this out.
Objects returned by the basis_...() methods now contain the actual results of each diagnostic tests. This allows users to interrogate any diagnostic failures.
Added condition_summary() methods for producing tables that compare several environmental conditions.
Added the function geom_jitter_failure_mode() for plotting data with multiple failure modes for some (or all) observations.
Added a helper function for separating failure modes.
Added a check in the maximum_normed_residual() test to ensure that at least 3 observations were provided.
The calc_cv_star() function now accepts vectors.

Scientific Software - Peer-reviewed - R
Published by kloppen over 1 year ago

Updated basis_anova function to prevent division by zero when MSE is 0
Update equiv_change_mean.print method so that t-statistic and pooled SD are displayed.

Scientific Software - Peer-reviewed - R
Published by kloppen almost 2 years ago

Update to Anderson Darling k-Sample vignette to explain differences with SciPy implementation
Updated README
Update plot_nested to use linewidth instead of size internally due to update to ggplot2

Scientific Software - Peer-reviewed - R
Published by kloppen almost 2 years ago

Updated tests to accommodate upcoming changes to the rlang package. No change to test coverage was made.

Scientific Software - Peer-reviewed - R
Published by kloppen over 4 years ago

Added the vignette cmstatr_Validation
Updated the expected value of the order statistic of a normally distributed variable in the implementation of hk_ext_z_j_opt. This affects the Basis values computed by basis_hk_ext when method="optimum-order". Both the new and old implementations appear to perform equally well. See the vignette hk_ext for more information.
Added the function nested_data_plot for producing nested data plots.
Added the vignette hk_ext
Updated the vignette cmstatr_Graphing to show some examples of the use of nested_data_plot.
Added the additional column batch to the carbon.data.2 example data set.
In k_factor_normal, suppress warnings emitted by qt when the non-central parameter is large.
Updated the test to use testthat edition 3.

Scientific Software - Peer-reviewed - R
Published by kloppen over 4 years ago

Updated basis_anova so that in cases where the between-batch variance is small compared with the within-batch variance, a tolerance factor that doesn't consider the structure of the data is used. This matches the recommendation of Vangel (1992).
Added the alias override="all" to allow overriding all applicable diagnostic tests that are automatically run by the basis_... functions.
Improved documentation of diagnostic tests
Added na.rm argument to cv with identical behavior to the na.rm argument of mean and sd.
Fixed bug causing maximum_normed_residual to fail with small data sets where all but two observations would be considered outliers.
When diagnostic tests produce an error (when automatically run by the basis_... functions), the error message now identifies which test produced the error.

Scientific Software - Peer-reviewed - R
Published by kloppen almost 5 years ago

Scientific Software - Peer-reviewed - R
Published by kloppen over 5 years ago

Scientific Software - Peer-reviewed - R
Published by kloppen over 5 years ago

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