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blmeco (version 1.4)

Data Files and Functions Accompanying the Book "Bayesian Data Analysis in Ecology using R, BUGS and Stan"

Description

Data files and functions accompanying the book Korner-Nievergelt, Roth, von Felten, Guelat, Almasi, Korner-Nievergelt (2015) "Bayesian Data Analysis in Ecology using R, BUGS and Stan", Elsevier, New York.

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Version

Install

install.packages('blmeco')

Monthly Downloads

500

Version

1.4

License

GPL-2

Maintainer

Fraenzi KornerNievergelt

Last Published

December 5th, 2019

Functions in blmeco (1.4)

Counts of the number of frogs in a water body

Sperm depletion data in a hermaphrodite sea slug

Simulated set of correlated variables

Bayesian leave-one-out cross-validation

roostingsiteuse

Roosting site use by little owls

Growth rate data of Barn owl nestlings and corticosterone

Function to plot history (trace) plots of the Markov chains obtained by STAN or by WinBUGS.

wildflowerfields

Territory numbers of Whitethroat in wildflowerfields

Fake Data of the Numbers of Frogs in Ponds

Fake Data: Number of Frogs in Ponds

Number of migrating Great tits

survival_swallows

Telemetry data of Barn swallow fledglings

Number of fledged Barn Swallows per nest

Nightingale territory occupancy data

Hohenheim groundwater table experiment of Heinz Ellenberg

Ordinary cross validation score

The data contain morphological measurements taken from museum skins of Coal tits (Periparus ater)

Common Redstart (Phoenicurus phoenicurus) counts

Survival data of tree sprouts

Data set with number of nesting swallows per barn

triplot.normal.knownvariance

Draw prior, data and posterior for a known variance normal distribution example

yellow_bellied_toad

Site-occupancy data for Yellow-bellied toads

stress hormone data of nestling barn owls which were either treated with a corticosterone-implant or with a placebo-implant as control

Presence-absence data of Little owls in nest boxes

dispersion_glmer

Measures dispersion in a glmer-model

Breeding success of Black storks in Latvia

Produces QQ-plots of model residuals and of random normal samples

Data Sets and Functions Accompagning the Book Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS and Stan

Watanabe-Akaike or widely applicable information criterion (WAIC)

Calculates AIC-weights from a vector of AIC values

Gives the x and y-coordinates of the cross point of two straight lines