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asbio (version 0.3-39)
A collection of statistical tools for biologists
Description
Contains functions from: "Foundational Statistics for Biologists; A Textbook Using R" (Under contract; CRC Press; Release: Spring 2012)
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Install
install.packages('asbio')
Monthly Downloads
2,071
Version
0.3-39
License
GPL (>= 2)
Maintainer
Ken Aho
Last Published
September 9th, 2011
Functions in asbio (0.3-39)
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G.mean
Geometric mean
Preston.dist
Preston diversity analysis
alfalfa.split.plot
An agricultural split plot design
alpha.div
Functions for calculating alpha diversity.
MS.test
Mack-Skillings test
one.sample.z
One sample z-test
partial.resid.plot
Partial residual plots for interpretation of multiple regression.
anm.ExpDesign
Animated depiction of experimental designs
HL.mean
Hodges-Lehman estimator of location
D.sq
Mahalanobis distance for two sites using a pooled covariance matrix
beta.div
Beta diversity functions
cliff.env
Environmental data for the community dataset cliff.sp
ci.mu.z
Z and t confidence intervals for mu.
shade.norm
Shading functions for interpretation of pdf probabilities.
get.dist
Calculates 26 possible resemblance measures.
samp.dist
Animated and/or snapshot representations of a statistic's sampling distribution
panel.cor.res
functions for customizing correlation matrices
H.mean
Harmonic mean
Pairw.test
Conducts pairwise post hoc tests associated with an ANOVA.
bv.boxplot
Bivariate boxplots
exercise.repeated
Repeated measures data for an exercise experiment.
chi.plot
Chi plots for diagnosing multivariate independence.
MC.test
Monte Carlo hypothesis testing for two samples.
Shep.comp
Shepard plot type comparisons for PCoA
shade.norm.tck
GUI display of probability
anm.samp.design
Animated demonstration of randomized sampling designs
power.z.test
Power analysis for a one sample z-test
radiation.heatl
Radiation-heatload algorithm
trim.me
Trim data
anm.coin
Animated demonstration of frequentist binomial convergence of probability using a coin flip.
asthma
Asthma repeated measures dataset from Littell et al. (2002)
world.co2
World CO2 levels, by country, from 1980 to 2006
stan.error
Variance and standard error estimators for the sampling distribution of the sample mean
win
Winsorize data
bootstrap
A simple function for bootstrapping
rat
Rat glycogen data from Sokal and Rohlf (1995).
world.pop
Population levels in various countries since 1980
huber.NR
Huber M-estimator iterative least squares algorithm
e.cancer
Esophageal cancer data modified slightly to create a balanced three-way factorial design
km
Kaplan-Meier survivorship.
modlevenes.test
Modified Levene's test
rankindex.new
Compares the efficacy of resemblance measures for a particular data scenario.
pseudo.v
Jacknife pseudo-values
starkey
DEM data from the Starkey experimental forest in NE Oregon.
Hotelling
Hotelling T-squared test