summary_fitlist: Summary of estimates
In countfitteR: Comprehensive Automatized Evaluation of Distribution Models for Count Data
Description
Usage
Arguments
Value
See Also
Examples
Description
Counts are fitted to model(s) using the count name as the explanatory variable.
Estimates are presented in the table below along with the BIC values of their models.
Estimated coefficients of models (lambda for all distributions, theta for NB and ZINB,
r for ZIP and ZINB).
Usage
1
summary_fitlist(fitlist)
Arguments
fitlist
a list of fits, as created by fit_counts.
Value
Data frame with summarised results of all distribution models.
Count: the name of the original count.
lambda: λ - Poisson mean, lower and upper confidence intervals.
BIC: Bayesian information criterion
theta: θ - dispersion parameter
r: probability of excess zeros.
See Also
Examples
1
2
3
df <- data.frame(poisson = rpois(25, 0.3), binomial = rbinom(25, 1, 0.8))
fc <- fit_counts(df, model = "all")
summary_fitlist(fc)
countfitteR documentation built on Oct. 23, 2020, 5:11 p.m.
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Description Usage Arguments Value See Also Examples
Description
Counts are fitted to model(s) using the count name as the explanatory variable.
Estimates are presented in the table below along with the BIC values of their models.
Estimated coefficients of models (lambda for all distributions, theta for NB and ZINB,
r for ZIP and ZINB).
Usage
1 | summary_fitlist(fitlist)
|
Arguments
fitlist |
a list of fits, as created by |
Value
Data frame with summarised results of all distribution models.
Count: the name of the original count.
lambda: λ - Poisson mean, lower and upper confidence intervals.
BIC: Bayesian information criterion
theta: θ - dispersion parameter
r: probability of excess zeros.
See Also
Examples
1 2 3 | df <- data.frame(poisson = rpois(25, 0.3), binomial = rbinom(25, 1, 0.8))
fc <- fit_counts(df, model = "all")
summary_fitlist(fc)
|
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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