Man pages for jknowles/datasynthR
Generate synthetic data with known properties, on demand.
| anyInf | Identify if any infinite values are present in a vector |
| cull | Cut out duplicate values in a dataframe |
| dimNA | Calculate missingness in a data.frame |
| gammaGK | Estimate the Goodman and Kruskal gamma statistic |
| genBinomialDV | Generate a binomial dependent variable |
| genFactor | Generate a dataframe of unordered factors with known... |
| genFormula | Generate model matrix terms |
| genNumeric | Generate a dataframe of numeric variables with known... |
| MAR.df | Assign NAs to columns in a dataframe at random |
| MCARcheck | Are missing values in two vectors correlated? |
| MCARcheck.df | Test correlation of missingness for all pairwise combinations... |
| MCAR.df | Assign NAs to columns in a dataframe completely at random |
| MCARplot | MCAR Plot |
| MCARx | Assign NAs to a vector randomly |
| rbinomcor | Generate a vector from a binomial distribution correlated... |
| rchisqcor | Generate a vector from a chi-square distribution correlated... |
| rgammacor | Generate a vector from a Gamma distribution correlated with... |
| rlnormcor | Generate a single variable from a distribution correlated... |
| rnegbinomcor | Generate a vector from a negative binomial distribution... |
| rnormcor | Generate a single variable from a distribution correlated... |
| rnormcorV | Generate a vector from a normal distribution correlated with... |
| rpoiscor | Generate a vector from a Poisson distribution correlated with... |
| runifcor.cor | Generate a vector from a uniform distribution correlated with... |
| rweibullcor | Generate a vector from a Weibull distribution correlated with... |
| summary.MCARcheck | Summary for MCAR checks |
| vecInfSearch | Count the proportion of Inf values in a vector |
| vecNAsearch | Count the proportion of NA values in a vector |
