variate

No multivariate testing and have to use 2 different pages now.

A Poisson variate always has mean = standard deviation.

Once you've got pseudorandom bits working, the next step is generating variates from different distributions.

They're extensively used in particle physics as a method of performing multi-variate selections of data.

Your work will necessarily be the world's first class of statistical hypothesis tests that are both multi-variate and distribution-free.

Linear-algebra based multi-variate calculus is pretty common in universities now too and it wasn't well developed before the 20th century.

We apply engineering and data science to tough problems such as dynamic pricing, shipping estimations, personalized emails, and multi-variate testing.

Re: "Empirical studies showed that the mutli-variate Bernoulli model is inferior to the multinomial Bayes model, and the latter has been shown to reduce the error by 27% on average [13].

I rephrased it a little bit to"Empirical comparisons provide evidence that the multinomial model tends to outperform the multi-variate Bernoulli model if the vocabulary size is relatively large [13].

In practice, it is recommended that the choice between a multi-variate Bernoulli or multinomial model for text classification should precede comparative studies including different combinations of feature extraction and selection steps.

We find that the multi-variate\nBernoulli performs well with small vocabulary sizes,\nbut that the multinomial performs usually performs\neven better at larger vocabulary sizes—providing on\naverage a 27% reduction in error over the multi-variate\nBernoulli model at any vocabulary size.