Criteria and algorithms for sequentially estimating level sets of a multivariate numerical function, possibly observed with noise.

Criteria and algorithms for sequentially estimating level
sets of a multivariate numerical function, possibly observed in
noise.

Kriging-Based Inversion for Deterministic and Noisy Computer
Experiments
Clement Chevalier, Victor Picheny, David Ginsbourger and Dario Azzimonti
randtoolbox, rgenoud, pbivnorm, anMC, mvtnorm

c(person(given = "Clement",
family = "Chevalier",
role = c("aut"),
email = "clement.chevalier1@gmail.com"),
person(given = "Dario",
family = "Azzimonti",
role = c("aut","cre"),
email = "dario.azzimonti@gmail.com",
comment = c(ORCID = "0000-0001-5080-3061")),
person(given = "David",
family = "Ginsbourger",
role = c("aut"),
email = "ginsbourger@gmail.com",
comment = c(ORCID = "0000-0003-2724-2678")),
person(given = "Victor",
family = "Picheny",
role = c("aut"),
email = "victor.picheny@gmail.com",
comment = c(ORCID = "0000-0002-4948-5542")),
person(given = "Yann",
family = "Richet",
role = c("ctb"),
email = "yann.richet@irsn.fr",
comment = c(ORCID = "0000-0002-5677-8458")))
Clement Chevalier [aut],
Dario Azzimonti [aut, cre] (<https://orcid.org/0000-0001-5080-3061>),
David Ginsbourger [aut] (<https://orcid.org/0000-0003-2724-2678>),
Victor Picheny [aut] (<https://orcid.org/0000-0002-4948-5542>),
Yann Richet [ctb] (<https://orcid.org/0000-0002-5677-8458>)

e1071, caret, nnet, MASS, caTools, mda, glmnet, randomForest,
mvpart
Check the power of a statistical model moving sample size
k.

Check the power of seveal statistical models.

Check the power of a statistical model moving sample size
k using half-Cross Validation.

c(person("Cinzia", "Franceschini", role = c("aut", "cre"),
email = "cinziafranceschini@msn.com"),
person("Nicola", "Loperfido", role = "aut",
email = "nicola.loperfido@uniurb.it"))
Computes measures of multivariate kurtosis, matrices of fourth-order moments and cumulants, kurtosis-based projection pursuit.
Franceschini, C. and Loperfido, N. (2018, ISBN:978-3-319-73905-2). "An Algorithm for Finding Projections with Extreme Kurtosis".
Loperfido, N. (2017,ISSN:0024-3795). "A New Kurtosis Matrix, with Statistical Applications".
Cinzia Franceschini [aut, cre],
Nicola Loperfido [aut]