A suite of diagnostic tools for univariate point processes.
This includes tools for simulating and fitting both common and more
complex temporal point processes. We also include functions to
visualise these point processes and collect existing diagnostic
tools of Brown et al. (2002) <doi:10.1162/08997660252741149> and
Wu et al. (2021) <doi:10.1002/9781119821588.ch7>,
which can be used to assess the fit of a chosen point process
model.

c(person(given = "Paul Efren",
family = "Santos Andrade",
role = c("aut", "cre"),
email = "paulefrens@gmail.com",
comment = c(ORCID = "0000-0002-6635-0375")),
person(given = "Lucely L.",
family = "Vilca Bustamante",
role = "aut",
email = "vilca.lu01@gmail.com"))
Gives help to access the information from  "The Red Book of Endemic Plants of Peru".  The package contains a database with cleaned and standardized botanical data including occurrence and taxonomic data. The original source could be found in "León, Blanca, Nigel Pitman, y José Roque. (2006). Introducción a Las Plantas Endémicas Del Perú"<doi:10.15381/rpb.v13i2.1782><https://revistasinvestigacion.unmsm.edu.pe/index.php/rpb/issue/view/153>.
Paul Efren Santos Andrade [aut, cre]
(<https://orcid.org/0000-0002-6635-0375>),
Lucely L. Vilca Bustamante [aut]
Paul Efren Santos Andrade <paulefrens@gmail.com>

Generalised Additive Point Process Models
Ben Youngman [aut, cre], Theo Economou [aut]
Methods for fitting point processes with parameters of generalised additive
model (GAM) form are provided. For an introduction to point processes see Cox, D.R &
Isham, V. (Point Processes, 1980, CRC Press), GAMs see Wood, S.N. (2017)
<doi:10.1201/9781315370279>, and the fitting approach see Wood, S.N., Pya, N. &
Safken, B. (2016) <doi:10.1080/01621459.2016.1180986>.

Projection Pursuit Based on Gaussian Mixtures and Evolutionary
Algorithms
Projection Pursuit (PP) algorithm for dimension reduction based on Gaussian Mixture Models (GMMs) for density estimation using Genetic Algorithms (GAs) to maximise an approximated negentropy index.
c(person("Alessio", "Serafini", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-8579-5695"),
email = "srf.alessio@gmail.com"),
person("Luca", "Scrucca", role = c("aut"),
comment = c(ORCID = "0000-0003-3826-0484"),
email = "luca.scrucca@unipg.it"))