'DataSHIELD' Server Site Base Functions
Computes the absolute values of the input variable
Coerces an R object into class character
asDataMatrixDS a serverside assign function called by ds.asDataMatrix
Determines the levels of the input variable in each single study
Converts a numeric vector into a factor
Converts a numeric vector into a factor
Coerces an R object into class integer
asListDS a serverside aggregate function called by ds.asList
Coerces an R object into class numeric
Coerces an R object into a matrix
Coerces an R object into class numeric
aucDS an aggregate function called by ds.auc
Secure ranking of "V2BR" (vector to be ranked) across all sources
Secure ranking of "V2BR" (vector to be ranked) across all sources
BooleDS
Arrange vector to pass it to the boxplot function
Arrange data frame to pass it to the boxplot function
Create the identity stats and necessary data to draw a plot on the cli...
Calculates Blood pressure z-scores
cbindDS called by ds.cbind
Concatenates objects into a vector or list
Changes a reference level of a factor
Checks if a numeric variable has negative values
checkPermissivePrivacyControlLevel
Returns the class of an object
Returns the column names of a data frame or matrix
completeCasesDS: an assign function called by ds.completeCases
Computes the sum of each variable and the sum of products for each pai...
Tests for correlation between paired samples
Computes the sum of each variable and the sum of products for each pai...
dataFrameDS called by ds.dataFrame
dataFrameFillDS
Sorting and reordering data frames, vectors or matrices
dataFrameSubsetDS1 an aggregate function called by ds.dataFrameSubset
dataFrameSubsetDS2 an assign function called by ds.dataFrameSubset
Generates a density grid with or without a priori defined limits
Returns the dimension of a data frame or matrix
Copy a clientside data.frame, matrix or tibble (DMT) to the serverside...
Basis for a piecewise linear spline with meaningful coefficients
Secure ranking of "V2BR" (vector to be ranked) across all sources and ...
Secure ranking of "V2BR" (vector to be ranked) across all sources and ...
gamlssDS an aggregate function called by ds.galmss
Computes the WHO Growth Reference z-scores of anthropometric data
glmDS1 called by ds.glm
glmDS2 called by ds.glm
Fitting generalized linear mixed effect models - serverside function
Fitting generalized linear mixed effect models - serverside function
predict regression responses from a glm object
predict regression responses from a glm object
Fit a Generalized Linear Model (GLM) with pooling via Study Level Meta...
Fit a Generalized Linear Model (GLM) with pooling via Study Level Meta...
Fit a Generalized Linear Model (GLM) with pooling via Study Level Meta...
summarize a glm object on the serverside
summarize a glm object on the serverside
Calculates the coordinates of the centroid of each n nearest neighbour...
Heterogeneous Correlation Matrix
returns the minimum and the maximum of the input numeric vector
Computes a histogram of the input variable without plotting.
Converts birth measurements to intergrowth z-scores/centiles
Checks if a vector is empty
Checks if an input is valid
Calculates the kurtosis of a numeric variable
Calculates the kurtosis of a numeric variable
Returns the length of a vector or list
Returns the levels of a factor vector
lexisDS1
lexisDS2
@title lexisDS3
listDisclosureSettingsDS
Coerce objects into a list
Fitting linear mixed effect models - serverside function
Fitting linear mixed effect models - serverside function
lists all objects on a serverside environment
Basis for a piecewise linear spline with meaningful coefficients
matrixDetDS aggregate function called by ds.matrixDet.report
matrixDetDS assign function called by ds.matrixDet
matrixDiagDS assign function called by ds.matrixDiag
matrixDimnamesDS assign function called by ds.matrixDimnames
matrixDS assign function called by ds.matrix
matrixInvertDS serverside assign function called by ds.matrixInvert
matrixMultDS serverside assign function called by ds.matrixMult
matrixTransposeDS serverside assign function called by ds.matrixTransp...
Computes statistical mean of a vectores
MeanSdGpDS
mergeDS (assign function) called by ds.merge
messageDS
Returns the metadata, if any, about the specified variable
Aggregate function called by ds.mice
Secure ranking of "V2BR" (vector to be ranked) across all sources
Return the names of a list object
Generate a Basis Matrix for Natural Cubic Splines
Counts the number of missing values
Basis for a piecewise linear spline with meaningful coefficients
Generates quantiles and mean information without maximum and minimum
returns the minimum and maximum of a numeric vector
Secure ranking of "V2BR" (vector to be ranked) across all sources
Secure ranking of "V2BR" (vector to be ranked) across all sources
Secure ranking of "V2BR" (vector to be ranked) across all sources
Secure ranking of "V2BR" (vector to be ranked) across all sources
Secure ranking of "V2BR" (vector to be ranked) across all sources
rbindDS called by ds.rbind
rBinomDS serverside assign function
Recodes the levels of a categorical variables
recodeValuesDS an assign function called by ds.recodeValues
repDS called by ds.rep
Replaces the missing values in a vector
reShapeDS (assign function) called by ds.reShape
rmDS an aggregate function called by ds.rm
rNormDS serverside assign function
Computes sums and means of rows or columns of numeric arrays
rPoisDS serverside assign function
rUnifDS serverside assign function
random sampling and permuting of vectors, dataframes and matrices
Calculates the coordinates of the data to be plot
seqDS a serverside assign function called by ds.seq
setSeedDs called by ds.setSeed, ds.rNorm, ds.rUnif, ds.rPois and ds.rB...
Calculates the skewness of a numeric variable
Calculates the skewness of a numeric variable
Computes the square root values of the input variable
Breaks down a dataframe or a factor into its sub-classes
Generates a valid subset of a table or a vector
Creates 1-dimensional contingency tables
table2DDS (aggregate function) called by ds.table2D
tableDS.assign is the serverside assign function called by ds.table
tableDS is the first of two serverside aggregate functions called by d...
tableDS is the second of two serverside aggregate functions called by ...
tapplyDS.assign called by ds.tapply.assign
tapplyDS called by ds.tapply
testObjExistsDS
Applies the unique
method to a server-side variable.
unListDS
a serverside assign function called by ds.unList
Computes the variance of vector
Creates a vector on the server-side.
Base 'DataSHIELD' functions for the server side. 'DataSHIELD' is a software package which allows you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have been designed to only share non disclosive summary statistics, with built in automated output checking based on statistical disclosure control. With data sites setting the threshold values for the automated output checks. For more details, see 'citation("dsBase")'.