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A Collection of Efficient and Extremely Fast R Functions II

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**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)...**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...**binom.reg:**Binomial regression**boot.james:**Bootstrap James and Hotelling test for 2 independent sample...**boot.student2:**Bootstrap Student's t-test for 2 independent samples**boot.ttest1:**One sample bootstrap t-test for a vector**cauchy0.mle:**MLE of the Cauchy and generalised normal distributions with...**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**colaccs:**Many binary classification metrics**colGroup:**Column-wise summary statistics with grouping variables**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**colwslmeta:**Column-wise weighted least squares meta analysis**cor_test:**Correlation significance testing using Fisher's...**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...**empirical.entropy:**Empirical entropy**fbed.reg:**Forward Backward Early Dropping selection regression**fedhc.skel:**The skeleton of a Bayesian network produced by the FEDHC...**fe.lmfit:**Fixed effects regression**fipois.reg:**Fixed intercepts Poisson regression**fisher.da:**Fisher's linear discriminant analysis**fp:**Fractional polynomial regression with one independent...**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**Browse all...**

A collection of Rfast2 functions for data analysis.

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