NEWS.md

In mgimond/tukeyedar: Tukey Inspired Exploratory Data Analysis Functions

tukeyedar 0.4.0

• Took out the normal and symmetry options from eda_qq and created their own functions: eda_qqsym and eda_theo. The latter allows for theoretical distributions other than Normal.
• Added the eda_fval function that generates f-values (probabilities) based on one of six algorithms
• Added the eda_theopan function that generates multi-panel theoretical QQ plots.
• Added the eda_qqpool function that generates multi-panel pooled residual plots.
• Added the eda_shuffle function that permutes values across groups.
• Added the eda_sim function that simulates distributions given kurtosis and skewness.
• eda_sl now outputs Cleveland's spread-location plot as well as Tukey's spread-versus-level plot.
• Added eda_untie function that splits ties in a vector by nudging them by a small amount.
• Fixed bug in eda_rline where incorrect residuals were returned.
• Fixed margin width for eda_jitter and eda_boxls plots when in horizontal mode.

tukeyedar 0.3.0

• Added the eda_rfs function (the Cleveland residual-fit spread plot).
• Added the eda_viol function that generates a violin plot.
• Added the eda_jitter function that generates a jitter plot from univariate datasets.
• Added the eda_qqmat function that generates a qq plot matrix.
• eda_lm now outputs an eda_lm class.
• eda_rline now outputs fitted.values class.
• eda_lm now accepts poly = 0. This generates a flat line. Can be used with robust = TRUE.
• Following changes were made to the eda_qq function:
  • It now generates different point symbols for values outside of the inner region
  • The inner region default is now 75%.
  • The outer bounds dashed line argument, l.val was removed (this to de-clutter the plot)
  • Removed the quantile-difference plot. Its interpretation is tricky when dealing with a multiplicative offset.

tukeyedar 0.2.6

• Added the quantile-difference plot to the eda_qq function.
• Removed redundant outliers argument from eda_boxls (#21).

tukeyedar 0.2.5

• Added symmetry QQ option to eda_qq function.
• Ensure that all re-expressions default to Box-Cox method.

tukeyedar 0.2.4

• Added polynomial option to eda_lm function.
• Added robust fitting option to eda_lm function (uses MASS::rlm)

tukeyedar 0.2.3

• Added show.par option to eda_qq
• fixed issue #17.

tukeyedar 0.2.2

• Re-wrote eda_rline function. This also fixed issue #15.

tukeyedar 0.2.1

• Added the option to plot the density distribution alongside the Normal fit in eda_normfit.

tukeyedar 0.2.0

• Added a Normal QQ plot option to eda_qq.
• Added symmetrical Normal fit plot function eda_normfit.
• Updated eda_boxls aesthetics.
• Updated median polish diagnostic plot aesthetics.

tukeyedar 0.1.1

• Introduces the median polish function eda_pol.
• Introduces the QQ and Tukey mean-difference plot eda_qq.
• Introduces the density plot function eda_dens.
• Adds re-expression parameters to eda_lm via the parameters px and py.
• Adds sd labels to SD dashed lines in eda_lm.
• eda_lm will now output lm intercept and slope.
• Adds plot method for eda_rline object.
• In eda_re if p = 1, box-cox option is ignored.
• Homogenized plot appearances.
• Added power parameter argument to eda_boxls.
• Added power parameter argument to eda_sl.
• Added plot option to eda_sl.

tukeyedar 0.1.0

• Initial release of tukeyedar

mgimond/tukeyedar documentation built on Feb. 1, 2025, 4:02 a.m.