fit_dist_pois {ABCp2} | R Documentation |
Fit Offspring Distribution to the Poisson Distribution
Description
This function fits offspring data to the Poisson distribution, and tests the goodness of fit using the chi-squared test.
Usage
fit_dist_pois(dist)
Arguments
dist |
a numeric vector of data values for number of offspring per dam. |
Value
estimate |
Lambda parameter estimated from the supplied distribution. |
sd |
Standard deviation of the lambda estimate. |
vcov |
Variance/covariance matrix of the lambda estimate. |
loglik |
the log-likelihood of the lambda estimate. |
n |
The number of observations. |
statistic |
The chi-squared test statistic. |
parameter |
Degrees of freedom for the chi-squared test. |
p.value |
P-value for the chi-squared test. |
data_pois |
Vector of values generated from the Poisson distribution. |
Author(s)
M. Catherine Duryea, Andrew D. Kern, Robert M. Cox, and Ryan Calsbeek
Examples
#Fit the Lambda parameter to a distribution of offspring.
#Test the goodness of fit.
data(fungus)
fungus_fit<-fit_dist_pois(fungus$Total_Offspring)
fungus_fit$fit_pois
fungus_fit$chi_pois
hist(fungus_fit$data_pois)
[Package ABCp2 version 1.2 Index]