Intersect               Intersect Operation
Merge                   Merge 2 sorted vectors in 1 sorted vector
Quantile                Sample quantiles and col/row wise quantiles
Rfast2-package          Really fast R functions
Runif                   Random values simulation from various
                        distributions
Sample.int              Random integer values simulation
add.term                Add many single terms to a model
batch.logistic          Logistic regression for large scale data
benchmark               Benchmark - Measure time
bernoulli.nb            Naive Bayes classifier for binary Bernoulli
                        data
bernoullinb.pred        Prediction with naive Bayes classifier for
                        binary (Bernoulli) data
bessel                  Bessel functions
bic.regs                BIC of many simple univariate regressions
big.knn                 The k-NN algorithm for really lage scale data
bigknn.cv               Cross-validation for the k-NN algorithm for
                        really lage scale data
binom.reg               Binomial regression
boot.james              Bootstrap James and Hotelling test for 2
                        independent sample mean vectors
boot.student2           Bootstrap Student's t-test for 2 independent
                        samples
boot.ttest1             One sample bootstrap permutation t-test for a
                        vector
cauchy0.mle             MLE of the Cauchy and generalised normal
                        distributions with zero location
censpois.mle            MLE of the left censored Poisson distribution
censweib.reg            Censored Weibull regression model
censweibull.mle         MLE of the censored Weibull distribution
circ.cor1               Circurlar correlations between two circular
                        variables
cls                     Constrained least squares
cluster.lm              Linear regression with clustered data
colGroup                Column-wise summary statistics with grouping
                        variables
colaccs                 Many binary classification metrics
coljack.means           Column and row-wise jackknife sample means
collognorm.mle          Column-wise MLE of some univariate
                        distributions
colmeansvars            Column-wise means and variances of a matrix
colmses                 any metrics for a continuous response variable
colspml.mle             Column-wise MLE of the angular Gaussian
                        distribution
colwlsmeta              Column-wise weighted least squares meta
                        analysis
cor_test                Correlation significance testing using Fisher's
                        z-transformation
covar                   Covariance between a variable and a set of
                        variables
covdist                 Distance between two covariance matrices
covequal                Hypothesis test for equality of a covariance
                        matrix
covlikel                Hypothesis tests for equality of multiple
                        covariance matrices
covrob.lm               Linear model with sandwich robust covariance
                        estimator
dcora                   Distance correlation matrix
den.contours            Contour plots of some bivariate distributions
depth.mahala            Mahalanobis depth
diffic                  Item difficulty and discrimination
el.cor.test             Empirical and exponential empirical likelihood
                        test for a correlation coefficient
empirical.entropy       Empirical entropy
eqdist.etest            Energy test of equal univariate distributions
fbed.reg                Forward Backward Early Dropping selection
                        regression
fe.lmfit                Fixed effects regression
fedhc.skel              The skeleton of a Bayesian network produced by
                        the FEDHC algorithm
fipois.reg              Fixed intercepts Poisson regression
fisher.da               Fisher's linear discriminant analysis
fp                      Fractional polynomial regression with one
                        independent variable
frechet.nn              Frechet mean for compositional data with
                        k-nearest neighbours
gammapois.mle           MLE of the gamma-Poisson distribution
gammareg                Gamma regression with a log-link
gammaregs               Many Gamma regressions
gee.reg                 GEE Gaussian regression
gumbel.reg              Gumbel regression
halfcauchy.mle          MLE of continuous univariate distributions
                        defined on the positive line
hcf.circaov             Analysis of variance for circular data
hellinger.countreg      Hellinger distance based regression for count
                        data
het.lmfit               Heteroscedastic linear models for large scale
                        data
hp.reg                  Hurdle-Poisson regression
is.lower.tri            Check if a matrix is Lower or Upper triangular
is.skew.symmetric       Check whether a square matrix is skew-symmetric
jack.mean               Jackknife sample mean
jbtests                 Many Jarque-Bera normality tests
kernel                  Univariate and multivariate kernel density
                        estimation
km                      Kaplan-Meier estimate of a survival function
kumar.mle               MLE of distributions defined for proportions
leverage                Diagonal values of the Hat matrix
lm.boot                 Parametric and non-parametric bootstrap for
                        linear regression model
lm.bsreg                backward selection with the F test or the
                        partial correlation coefficient
lm.drop1                Single terms deletion hypothesis testing in a
                        linear regression model
logiquant.regs          Many simple quantile regressions using logistic
                        regressions
lud                     Split the matrix in lower, upper triangular and
                        diagonal
mci                     Monte Carlo Integration with a normal
                        distribution
mle.lda                 Maximum likelihood linear discriminant analysis
mmhc.skel               The skeleton of a Bayesian network learned with
                        the MMHC algorithm
mmpc                    Max-Min Parents and Children variable selection
                        algorithm for continuous responses
mmpc2                   Max-Min Parents and Children variable selection
                        algorithm for non continuous responses
moranI                  Moran's I measure of spatial autocorrelation
multinom.reg            Multinomial regression
multinomreg.cv          Cross-validation for the multinomial regression
multivm.mle             MLE of some circular distributions with
                        multiple samples
mv.score.glms           Many score based regressions with muliple
                        response variables and a single predictor
                        variable
nb.cv                   Cross-validation for the naive Bayes
                        classifiers
negbin.reg              Negative binomial regression
normal.etest            Energy based normality test
omp2                    Orthogonal matching variable selection
overdispreg.test        Score test for overdispersion in Poisson
                        regression
pc.sel                  Variable selection using the PC-simple
                        algorithm
pca                     Principal component analysis
pcr                     Principal components regression
perm.ttest              Permutation t-test for one or two independent
                        samples
pinar1                  Conditional least-squares estimate for Poisson
                        INAR(1) models
pooled.colVars          Column-wise pooled variances across groups
prophelling.reg         Hellinger distance based univariate regression
                        for proportions
propols.reg             Non linear least squares regression for
                        percentages or proportions
purka.mle               MLE of the Purkayastha distribution
rbeta1                  Random values generation from a Be(a, 1)
                        distribution
refmeta                 Random effects and weighted least squares meta
                        analysis
reg.mle.lda             Regularised maximum likelihood linear
                        discriminant analysis
regmlelda.cv            Cross-validation for the regularised maximum
                        likelihood linear discriminant analysis
riag                    Angular Gaussian random values simulation
rm.hotel                Repeated measures ANOVA (univariate data) using
                        Hotelling's T^2 test
sclr                    Scaled logistic regression
score.zipregs           Many score based zero inflated Poisson
                        regressions
silhouette              Silhouette function
sp.logiregs             Many approximate simple logistic regressions
stud.ttests             Many 2 sample student's t-tests
tobit.reg               Tobit regression
trim.mean               Trimmed mean
trunccauchy.mle         MLE of some truncated distributions
vm.nb                   Naive Bayes classifiers for directional data
vmnb.pred               Prediction with some naive Bayes classifiers
                        for circular data
wald.poisrat            Wald confidence interval for the ratio of two
                        Poisson variables
walter.ci               Walter's confidence interval for the ratio of
                        two binomial variables (and the relative risk)
weib.regs               Many simple Weibull regressions
weibull.nb              Naive Bayes classifiers
weibullnb.pred          Prediction with some naive Bayes classifiers
welch.tests             Many Welch tests
wild.boot               Cluster robust wild bootstrap for linear models
zigamma.mle             MLE of the zero inflated Gamma and Weibull
                        distributions
zigamma.reg             Zero inflated Gamma regression
ztp.reg                 Zero truncated Poisson regression
