Provides functions to estimate the intrinsic dimension of a dataset
via likelihood-based approaches. Specifically, the package implements the
'TWO-NN' and 'Gride' estimators and the 'Hidalgo' Bayesian mixture model.
In addition, the first reference contains an extended vignette on the usage of
the 'TWO-NN' and 'Hidalgo' models. References:
Denti (2022+, <arXiv:2102.11425>);
Allegra et al. (2020, <doi:10.1038/s41598-020-72222-0>);
Denti et al. (2022+, <arXiv:2104.13832>);
Facco et al. (2017, <doi:10.1038/s41598-017-11873-y>);
Santos-Fernandez et al. (2021, <arXiv:1902.10459>).
dplyr, FNN, ggplot2, knitr, latex2exp, MCMCpack, Rcpp,
reshape2, rlang, salso, stats, utils

Analysis of Time-Ordered Event Data with Missed Observations
Calculates event rates and compares means and variances of groups of interval data corrected for missed arrival observations.

Reproducible Integrated Species Distribution Models Across
Norway using 'INLA'
Integration of disparate datasets is needed in order to make efficient use of all available data and thereby address the issues currently threatening biodiversity.
Data integration is a powerful modeling framework which allows us to combine these datasets together into a single model, yet retain the strengths of each individual dataset.
We therefore introduce the package, 'intSDM': an R package designed to help ecologists develop a reproducible workflow of integrated species distribution models, using data both provided from the user as well as data obtained freely online.
An introduction to data integration methods is discussed in Issac, Jarzyna, Keil, Dambly, Boersch-Supan, Browning, Freeman, Golding, Guillera-Arroita, Henrys, Jarvis, Lahoz-Monfort, Pagel, Pescott, Schmucki, Simmonds and O’Hara (2020) <doi:10.1016/j.tree.2019.08.006>.
c(person(given = "Philip",
family = "Mostert",
role = c("aut", "cre"),
email = "philip.s.mostert@ntnu.no"),
person(given = "Angeline",
family = "Bruls",
role = c("aut"),
email = "angeline.bruls@ntnu.no"),
person(given = "Ragnhild",
family = "{Bjørkås}",
role = c("aut"),
email = "ragnhild.bjorkas@ntnu.no"),
person(given = "Wouter",
family = "Koch",
role = c("aut"),
email = "wouter.koch@artsdatabanken.no"),
person(given = "Ellen",
family = "Martin",
role = c("aut"),
email = "ellen.c.martin@ntnu.no"))
R (>= 3.5), inlabru (>= 2.3.1), ggplot2, sp (>= 1.4-5), stats,
PointedSDMs, methods
fields, RANN, INLA (>= 21.08.31), rgeos, viridis, ggpolypath,
ggmap, spatstat, RColorBrewer, knitr, rmarkdown, testthat (>=
3.0.0), sf, covr
Philip Mostert [aut, cre],
Angeline Bruls [aut],
Ragnhild {Bjørkås} [aut],
Wouter Koch [aut],
Ellen Martin [aut]