blck | Rolling operations |
blck_idx | Functions used to calculate non-overlapping blocks |
blck_mean | Non-Overapping Block Moment Calculations |
demean-demedian | Removes measure of centrality from the series |
diffx-rdiffx-ldiffx | Compute lagged differnces |
dtrend | Deterministic Trend |
fill_both | Fill with 'locf' and 'nocb' |
fill_linear | Fill with "linear approximation" |
fill_locf | Fill with "Last Observation Carried Forward" |
fill_nocb | Fill with "Next observation carried backwards" |
fill_spline | Fill with "cubic spline interpolation" |
fill_vec | Fill with values |
fill_window | Fill window functions |
filter_bk | Baxter-King Filter |
filter_boosted_hp | Boosted HP filter |
filter_bw | Butterworth Filter |
filter_cf | Christiano-Fitzgerald Filter |
filter_hamilton | Hamilton Filter |
filter_hp | Hodrick-Prescot Filter |
filter_tr | Trigonometric regression Filter |
gmean | Geometric Mean value |
leadx-lagx | Compute lagged or leading values |
modex | Mode value |
out_iqr | Detect outliers with Tukey's method |
out_pt | Detect outliers with Percentiles |
out_score_z | Detect outliers with zscore |
out_score_zrob | Detect outliers Iglewicz and Hoaglin (1993) robust z-score... |
out_threshold | Detect outliers with upper and lower threshold |
out_winsorise | Winsorize |
plotx | Plotting wrapper around plot.default |
pow | nth Power Transformation |
pow_boxcox | Box-Cox Transformations |
pow_manly | Manly(1971) Transformations |
pow_tukey | Tukey Transformations Transformations |
pow_yj | Yeo and Johnson(2000) Transformations |
rebase | Change the base year |
rec_max | Recursive |
rec_mean | Recursive |
rec_median | Recursive |
rec_min | Recursive |
rec_mode | Recursive |
rec_prod | Recursive |
rec_sd | Recursive |
rec_sum | Recursive |
rec_var | Recursive |
roll | Rolling operations |
root | nth Root Transformation |
scale_range | Rescale |
score | Score transformation |
select_lambda | Selecting lambda |
skewness | Skewness/Kurtosis Value |
smooth_kernel | Kernel Regression Smoother |
smooth_loess | LOWESS smoother |
smooth_ma | Moving-average smoothing |
smooth_spline | Fit a Smoothing Spline |
std | Standarization |
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