Abbrev | Tranforms long numbers into short strings. |
badCDF | Make a straight-line faux CDF. |
CDFtest | Comprehensively evaluate and visualize the utility of... |
CDFtestTrack | Test a single CDF implementation with one set of parameters. |
CDFtestTrackx | Test a single CDF implementation with one set of parameters. |
DerivDiff | Determine how well a single DPCDF matches the shape of its... |
diffat25 | Determine the distance between CDFs at the .25 quantile. |
diffat75 | Determine the distance between CDFs at the .75 quantile. |
diffatMedian | Determine the distance between CDFs at the median. |
diffatQuantile | Determine the distance between CDFs at key quantiles. |
dpCDFtesting-package | Comprehensively evaluate and visualize the output of... |
findMaxError | Locate where the maximum error occurs between two CDFs |
functionH | Create a DP-CDF by creating a K-degree noisy tree |
functionHmono | Create a monotonically increasing DP-CDF by creating a... |
functionS2 | Build dpCDFs through Histogram smoothing and minimized... |
functionSUB | Build dpCDFs through use of a noisy tree with bin merging. |
getMaxError | Determine an approximate CDF's maximum error. |
getMean | Calculate the private mean from the DP-CDF |
horzdiffat25 | Determine the distance between the .25 quantile values... |
horzdiffat75 | Determine the distance between the .75 quantile values... |
horzdiffatMed | Determine the distance between the median values returned by... |
horzdiffatQuantile | Determine the distance between the quantile values returned... |
KurtDiffpdf | Error in Kurtosis from CDF (under development) |
L1empiric | Calculate the area between two CDFs. |
L2empiric | Calculate the empirical L2norm between two CDFs. |
MAE | Calculate the MAE of a dpCDF relative to that of the... |
MaxErrorAt_CDF | Locate where the maximum error occurs between two CDFs |
MaxErrorAt_PDF | Locate where the maximum error occurs between two PDFs |
MaxError_CDF | Determine an approximate CDF's maximum error. |
MaxError_PDF | Determine an approximate PDF's maximum error. |
MeanDiffpdf | Error in mean from CDF |
Medians | Retrieve a median estimate from the dpCDF |
ModeDiffpdf | Error in Mode from CDF |
MovetoRange | Clamp a value to a specified range. |
MSE | Calculate the MSE of a DP-CDF relative to the non-private... |
MSEanalytic | Determine the expected MSE of a simple DPCDF from its... |
nodes | Node parser. |
QuantileFromCDF | Retrieve a private quantile estimate from the dpCDF |
SDempiric | Calculate the std. dev. on a DPCDF. |
SkewDiffpdf | Error in Skewness from CDF (under development) |
Smooth | Monotonicity enforcement |
smoothVector2 | Enforce monotnocity on a vector. |
StdDiffpdf | Error in Standard Deviation from CDF |
TreeCDF | Creates a Tree then a CDF |
VarDiffpdf | Error in Variance from CDF |
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