getBandWidth: Optimal bandwidth calculation
In overlap: Estimates of Coefficient of Overlapping for Animal Activity Patterns
Description
Usage
Arguments
Value
Author(s)
References
Examples
Description
Calculates the optimal bandwidth for von Mises kernel density estimation for a given sample. Used internally by other functions in the package.
Usage
1
getBandWidth(A, kmax = 3)
Arguments
A
a vector of times of observations in radians, ie. scaled to [0, 2π].
kmax
maximum moment to use for estimation; see Ridout & Linkie 2009.
Value
Optimal bandwidth for the sample data, or NA if estimation fails.
Author(s)
Code by Martin Ridout, error handling modified by Mike Meredith.
References
Ridout & Linkie (2009) Estimating overlap of daily activity patterns from camera trap data. Journal of Agricultural, Biological, and Environmental Statistics 14:322-337
Taylor (2008) Automatic bandwidth selection for circular density estimation, Computational Statistics and Data Analysis, 52:3493-3500.
Examples
1
2
data(simulatedData)
getBandWidth(tigerObs, kmax = 3)
overlap documentation built on May 17, 2021, 9:09 a.m.
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Description Usage Arguments Value Author(s) References Examples
Description
Calculates the optimal bandwidth for von Mises kernel density estimation for a given sample. Used internally by other functions in the package.
Usage
1 | getBandWidth(A, kmax = 3)
|
Arguments
A |
a vector of times of observations in radians, ie. scaled to [0, 2π]. |
kmax |
maximum moment to use for estimation; see Ridout & Linkie 2009. |
Value
Optimal bandwidth for the sample data, or NA if estimation fails.
Author(s)
Code by Martin Ridout, error handling modified by Mike Meredith.
References
Ridout & Linkie (2009) Estimating overlap of daily activity patterns from camera trap data. Journal of Agricultural, Biological, and Environmental Statistics 14:322-337
Taylor (2008) Automatic bandwidth selection for circular density estimation, Computational Statistics and Data Analysis, 52:3493-3500.
Examples
1 2 | data(simulatedData)
getBandWidth(tigerObs, kmax = 3)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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