ChisqrGoodnessOfFit | Compute the chisquare goodness of fit statistic for ROC... |
dataset01 | TONY FROC dataset |
dataset02 | Van Dyke ROC dataset |
dataset03 | Franken ROC dataset |
dataset04 | Federica Zanca FROC dataset |
dataset05 | John Thompson FROC dataset |
dataset06 | Magnus FROC dataset |
dataset07 | Lucy Warren FROC dataset |
dataset08 | Monica Penedo ROC dataset |
dataset09 | Nico Karssemeijer ROC dataset (CAD vs. radiologists) |
dataset10 | Mark Ruschin ROC dataset |
dataset11 | Dobbins 1 FROC dataset |
dataset12 | Dobbins 2 ROC dataset |
dataset13 | Dobbins 3 FROC dataset |
dataset14 | Federica Zanca real (as opposed to inferred) ROC dataset |
datasetBinned123 | Binned dataset suitable for checking 'FitCorCbm'; seed = 123 |
datasetBinned124 | Binned dataset suitable for checking 'FitCorCbm'; seed = 124 |
datasetBinned125 | Binned dataset suitable for checking 'FitCorCbm'; seed = 125 |
datasetCadLroc | Nico Karssemeijer LROC dataset (CAD vs. radiologists) |
datasetCadSimuFroc | Simulated FROC CAD vs. RAD dataset |
datasetDegenerate | Simulated degenerate ROC dataset (for testing purposes) |
datasetFROCSpC | #' Simulated FROC SPLIT-PLOT-C dataset |
datasetROI | Simulated ROI dataset |
datasetX | John Thompson crossed modality FROC dataset |
Df2RJafrocDataset | Convert ratings arrays to an RJafroc dataset |
DfBinDataset | Returns a binned dataset |
DfCreateCorCbmDataset | Create paired dataset for testing 'FitCorCbm' |
DfExtractCorCbmDataset | Extract two arms of a pairing from an MRMC ROC dataset |
DfExtractDataset | Extract a subset of treatments and readers from a dataset |
DfFroc2Lroc | Simulates an "AUC-equivalent" LROC dataset from an FROC... |
DfFroc2Roc | Convert an FROC dataset to an ROC dataset |
DfLroc2Froc | Simulates an "AUC-equivalent" FROC dataset from an LROC... |
DfLroc2Roc | Convert an LROC dataset to a ROC dataset |
DfReadDataFile | Read a factorial data file (not SPLIT-PLOT) |
DFReadSP | Read a SPLIT PLOT data file (not factorial) |
DfReadXModalities | Read a crossed-modality data file |
DfSaveDataFile | Save ROC dataset in different formats |
DfWriteExcelDataFile | Save dataset object as a JAFROC format Excel file |
FitBinormalRoc | Fit the binormal model to selected modality and reader in an... |
FitCbmRoc | Fit the contaminated binormal model (CBM) to selected... |
FitCorCbm | Fit CORCBM to a paired ROC dataset |
FitRsmRoc | Fit the radiological search model (RSM) to an ROC dataset |
isBinnedDataset | Determine if a dataset is binned |
isValidDataset | Check the validity of a dataset for FOM and other input... |
PlotBinormalFit | Plot binormal fit |
PlotCbmFit | Plot CBM fitted curve |
PlotEmpiricalOperatingCharacteristics | Plot empirical operating characteristics, ROC, FROC or LROC |
PlotRsmOperatingCharacteristics | RSM predicted operating characteristics, ROC pdfs and AUCs |
RJafroc-package | Artificial Intelligence Systems and Observer Performance |
RSM_FPF | RSM predicted ROC-abscissa as function of z |
RSM_LLF | RSM predicted FROC ordinate |
RSM_NLF | RSM predicted FROC abscissa |
RSM_pdfD | RSM predicted ROC-rating pdf for diseased cases |
RSM_pdfN | RSM predicted ROC-rating pdf for non-diseased cases |
RSM_TPF | RSM predicted ROC-ordinate as function of z |
RSM_wLLF | RSM predicted wAFROC ordinate, cpp code |
SimulateCorCbmDataset | Simulate paired binned data for testing FitCorCbm |
SimulateFrocDataset | Simulates an MRMC uncorrelated FROC dataset using the RSM |
SimulateFrocFromLrocDataset | Simulates an "AUC-equivalent" FROC dataset from an LROC... |
SimulateLrocDataset | Simulates an uncorrelated FLROC FrocDataset using the RSM |
SimulateRocDataset | Simulates a binormal model ROC dataset |
SsFrocNhRsmModel | Construct RSM NH model for FROC sample size estimation |
SsFrocSampleSize | RSM fitted model for FROC sample size |
SsPowerGivenJK | Statistical power for specified numbers of readers and cases |
SsPowerGivenJKDbmVarCom | Power given J, K and Dorfman-Berbaum-Metz variance components |
SsPowerGivenJKOrVarCom | Power given J, K and Obuchowski-Rockette variance components |
SsPowerTable | Generate a power table using the OR method |
SsSampleSizeKGivenJ | Number of cases, for specified number of readers, to achieve... |
St | DBM or OR significance testing for a one treatment factorial... |
StCadVsRad | Significance testing: standalone CAD vs. radiologists |
StOldCode | Performs DBM or OR significance testing for factorial dataset... |
StSP | Performs OR significance testing for SPLIT-PLOT A or C... |
testCpp | Testing cpp code TBA!! |
Util2Intrinsic | Convert from physical to intrinsic RSM parameters |
Util2Physical | Convert from intrinsic to physical RSM parameters |
UtilAnalyticalAucsRSM | RSM ROC/AFROC/wAFROC AUC calculator |
UtilAucBIN | Binormal model AUC function |
UtilAucCBM | CBM AUC function |
UtilAucPROPROC | PROPROC AUC function |
UtilDBM2ORVarCom | Convert from DBM to OR variance components |
UtilDBMVarComp | Utility for Dorfman-Berbaum-Metz variance components |
UtilFigureOfMerit | Calculate empirical figures of merit (FOMs) for factorial... |
UtilLesDistr | The 'lesionID' distribution of a dataset *or* a supplied... |
UtilLesWghts | Lesion weights distribution matrix |
UtilMeanSquares | Calculate mean squares for factorial dataset |
UtilOR2DBMVarCom | Convert from OR to DBM variance components |
UtilORVarComp | Obuchowski-Rockette variance components for dataset |
UtilPseudoValues | Pseudovalues for given factorial or crossed modality dataset... |
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