Confidence Interval
Gets bootstrap confidence intervals for each of the coefficients of variables/predictors.
ci(Beta, Beta_bootstrap, alpha = 0.05, type = c("basic", "quantile", "bca", "basic2"),
a, Beta2)Beta |
An estimate of the coefficients. |
Beta_bootstrap |
Bootstrap estimates of the coefficients – a B by p matrix, where B is the number of replications in the bootstrap and p is number of variables/predictors. |
alpha |
Significance level – default is 0.05. |
type |
Different type of confidence interval: basic, quantile, bca (adjusted bootstrap confidence intervals) and basic2 (a modified basic confidence interval). |
a |
Parameter in the bca confidence interval. |
Beta2 |
An estimator of the coefficients used in the basic2 confidence interval. |
interval |
A 2 by p matrix containing the confidence intervals – the first row is the lower bounds of the confidence intervals for each of the coefficients and the second row is the upper bounds of the confidence intervals. |
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