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blmeco (version 1.1)

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

1.1

License

GPL-2

Maintainer

Fraenzi KornerNievergelt

Last Published

August 22nd, 2015

Functions in blmeco (1.1)

Presence-absence data of Little owls in nest boxes

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

dispersion_glmer

Measures dispersion in a glmer-model

Breeding success of Black storks in Latvia

Calculates AICc-weights for each model of a set of models

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

Common Redstart (Phoenicurus phoenicurus) counts

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

Fake Data of the Numbers of Frogs in Ponds

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

wildflowerfields

Territory numbers of Whitethroat in wildflowerfields

triplot.normal.knownvariance

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

Simulated set of correlated variables

Fake Data: Number of Frogs in Ponds

Bayesian leave-one-out cross-validation

Watanabe-Akaike or widely applicable information criterion (WAIC)

Number of migrating Great tits

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

roostingsiteuse

Roosting site use by little owls

Data set with number of nesting swallows per barn

Hohenheim groundwater table experiment of Heinz Ellenberg

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

Number of fledged Barn Swallows per nest

Growth rate data of Barn owl nestlings and corticosterone

Counts of the number of frogs in a water body

Nightingale territory occupancy data

Survival data of tree sprouts

Ordinary cross validation score

yellow_bellied_toad

Site-occupancy data for Yellow-bellied toads

survival_swallows

Telemetry data of Barn swallow fledglings

Sperm depletion data in a hermaphrodite sea slug