Research Article

A Logistic Trigonometric Generalized Class of Distribution Characteristics, Applications, and Simulations

Table 4

Monte Carlo simulation results: biases, MSEs, lower bounds, and upper bounds.

ParameterBiasesMSEsLower boundsUpper bounds

III
300.0320.0010.0690.095
500.0300.0010.0700.089
1000.0290.0010.0720.085
2000.0280.0010.0730.083
5000.0280.0010.0750.081
10000.0270.0010.0750.080
305.32334.2344.3918.256
504.73823.9964.4567.021
1004.47020.3664.6266.315
2004.37019.2564.7895.952
5004.33018.7964.9655.694
10004.31618.6545.0605.573

IV
300.0060.0000.0140.019
500.0060.0000.0140.018
1000.0060.0000.0140.017
2000.0050.0000.0150.016
5000.0050.0000.0150.016
10000.0050.0000.0150.016
307.28363.8685.58511.380
506.40444.1895.7089.500
1006.00636.7915.9728.441
2005.91335.2696.2557.971
5005.85534.3966.5187.592
10005.84734.2456.6687.426