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stat.CO2021★ 1 cited
hermiter: R package for Sequential Nonparametric Estimation
Michael Stephanou, Melvin Varughese
This article introduces the R package hermiter which facilitates estimation of univariate and bivariate probability density functions and cumulative distribution functions along wi…
stat.CO2015★ 18 cited
Sequential Quantiles via Hermite Series Density Estimation
Michael Stephanou, Melvin Varughese, Iain Macdonald
Sequential quantile estimation refers to incorporating observations into quantile estimates in an incremental fashion thus furnishing an online estimate of one or more quantiles at…