Research Article

Harmonic Mixture Weibull-G Family of Distributions: Properties, Regression and Applications to Medical Data

Table 1

Simulation results for HMWBIII distribution.

ParameterI: (0.8, 0.3, 0.7, 0.5, 0.1)II: (0.9, 0.2, 0.6, 0.5, 0.2)
AEABRMSECPAEABRMSECP

251.89831.09832.36410.97502.04181.14182.46430.9750
501.42820.62821.29450.94301.29530.39531.13030.9230
1001.05230.25230.78430.89101.05340.15340.56930.9070
2000.86510.06510.41360.98700.94420.04420.37150.8870
3000.82510.02510.36420.89600.92240.02240.29890.9100
6000.79610.21600.97300.91040.02040.21010.9480

250.36440.06440.34120.96100.21320.01320.17590.9040
500.31630.01630.12110.95700.20210.00210.07460.9420
1000.30360.00360.08040.97000.1940-0.00200.04790.9570
2000.29600.05910.97300.1947-0.00170.03360.9680
3000.29360.04550.97100.1952-0.00140.02910.9670
6000.29660.03360.97700.1955-0.00100.02070.9720

251.36570.66574.67040.95001.00160.40163.64280.9530
500.85320.15320.50860.96200.68660.08660.52600.9060
1000.73180.03180.39220.97600.5595-0.08250.39870.9000
2000.65880.27960.98800.5168-0.08020.31150.8950
3000.64380.21590.89800.5202-0.07980.28030.9180
6000.65400.15510.93700.5154-0.06460.25610.9640

250.39690.30370.84800.4180-0.08200.24590.9850
500.44070.28400.87000.4972-0.02830.24770.9630
1000.52880.02940.29440.97400.52840.02840.22490.9160
2000.56060.02060.26340.96700.54270.02270.20270.8960
3000.55790.01790.22270.90600.53700.01700.17580.9550
6000.53840.01040.16320.92200.51070.01070.11060.9350

250.17170.07170.00840.95600.1991-0.00090.00780.9200
500.18430.08430.00880.94200.22960.02960.00830.9860
1000.16730.06730.00810.97500.22190.02190.00780.9950
2000.15070.05070.00740.87300.21400.01400.00750.7870
3000.13710.03710.00660.73600.21100.01100.00710.8020
6000.14930.04930.00660.76400.22620.02620.00710.8090