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Minor improvements and code revisions due to changes in other packages.
Default color scheme for correlation matrices switched to use red for negative values and blue for positive values.
distance_mahalanobis() is deprecated. Use
performance::check_outliers(method = "mahalanobis_robust")
instead.
The minimum needed R version has been bumped to
3.6.
Fixes breakages caused by updates to parameters package (#269).
The visualization recipe (plots) for redundant correlation matrices was improved, so self-correlations will no longer be labelled and get a neutral color.
The print() method redundant correlation matrices no
longer shows the diagonal with self-correlations.
robust argument, which was deprecated in favour of
ranktransform in 0.6.1 release, has now been
removed.plot() methodswinsorize() function, which now lives in
datawizard package.cor_smooth() function for smoothing non-positive
definite matrices.data2 was specified correlation() was
over-correcting for all of the combinations of variables in the full x
and y tables, rather than in just the ones specified (#195).correlation() gains a new argument
rename to rename variables.
simualte_simpson() function is now re-exported from
bayestestR package.
plot() for "easycor_test" objects now
produces an annotated scatter plot.
simualte_simpson(): The groups are now named after
the pattern "G_" (can be altered with the
group_prefix argument).
robust argument deprecated in favour of
ranktransform.
correlation gains two new arguments:
select and select2 to select specific
variables from dataframes to compare (#146).
as.matrix method works for grouped correlations
(#148).
New as.list method returns a list of various
matrices related to correlation analysis (correlation, number of
observations, p-values, etc.).
0.6.0 release introduced a bug in Winsorized
Pearson correlation where the missing values were removed from the
entire data, instead for each pair (#151). This is now fixed.Added verbose arguments to some functions, to toggle
warnings on/off.
cor_test() (and hence, correlation())
now default the winsorize argument to .1 when
it’s set to TRUE.
The Method column in output dataframe is now more
explicit about the correlation method used.
NAs are present
(#130).Added winsorize() function.
Added winsorize argument for Winsorized
correlations.
Added method = "somers" to
correlation(), to compute Somers’s Dxy rank correlation for
binary outcomes.
New function display(), to print output into
different formats. Currently, only markdown is supported.
print_md() is an alias for
display(format = "markdown").
cor_to_p() that gave slightly different test
statistics.Don’t error if less than 3 valid observations (#100).
Add “gaussian” rank method.
Add “gamma” method.
Add “hoeffding” method.
Add “blomqvist” method.
Added Method column to Bayesian
correlations.
Fix bug when robust=TRUE (#87).
Added confidence intervals CI support for Spearman and Kendall (#80)
Improved documentation (#45, #63)
Removed CI threshold column from
distance_mahalanobis()
Fixed bug (#76)
Initial CRAN release.
Add plot()-method for
summary().
Fixed issue in correlation() for some edge cases
when include_factors = TRUE.
Fixed issue in correlation() for correlation
coefficients with less than four complete pairs of observations (in such
cases, cor_test() now returns NA for the
confidence intervals).
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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