Skip to main content

Advertisement

Table 11 MLEs and confidence intervals of parameters for the road accident data of Athens

From: Multivariate zero-truncated/adjusted Charlier series distributions with applications

Parameter MLE B std B 95 % bootstrap CI 95 % bootstrap CI
π 0.0663 0.017 [0.0327, 0.1000] [0.0356, 0.1027]
λ 1 5.8610 1.217 [3.4750, 8.2470] [3.8330, 8.4930]
λ 2 10.926 2.347 [6.3260, 15.526] [7.1450, 16.313]
λ 3 14.118 1.824 [10.543, 17.694] [10.844, 18.022]
λ 4 11.954 1.624 [8.7700, 15.138] [9.2400, 15.478]
λ 5 2.7533 0.604 [1.5676, 3.9390] [1.7988, 4.0889]
  1. MLE B: The average MLE for the bootstrap samples
  2. std B: The sample standard deviation for the bootstrap samples
  3. CI : Normal-based bootstrap CI
  4. CI : Non-normal-based bootstrap CI