Research Article

[Retracted] The Power XLindley Distribution: Statistical Inference, Fuzzy Reliability, and COVID-19 Application

Table 3

Simulation values of BIAS, MSE, and MRE for and .

Est.Est. par.MLEADECVMEMPSELSEPCERTADEWLSELTADE

20BIAS0.137977{7}0.13617{5}0.142029{9}0.12337{1}0.135548{4}0.132766{3}0.136454{6}0.131292{2}0.138844{8}
0.229513{4}0.227968{3}0.279356{8}0.218778{1}0.269247{7}0.221119{2}0.25409{6}0.244711{5}0.285505{9}
MSE0.029637{5}0.030681{7}0.032568{9}0.024965{1}0.029622{4}0.027414{2}0.030111{6}0.027964{3}0.030942{8}
0.094556{4}0.088348{3}0.147204{9}0.072238{1}0.12245{7}0.079028{2}0.118112{6}0.096773{5}0.141887{8}
MRE0.183969{7}0.18156{5}0.189372{9}0.164493{1}0.180731{4}0.177022{3}0.181939{6}0.175056{2}0.185125{8}
0.153009{4}0.151979{3}0.186237{8}0.145852{1}0.179498{7}0.147412{2}0.169393{6}0.163141{5}0.190337{9}
31{5}26{4}52{9}6{1}33{6}14{2}36{7}22{3}50{8}

60BIAS0.076508{3}0.077561{5}0.07744{4}0.076171{2}0.081792{9}0.079472{7}0.080599{8}0.075043{1}0.078246{6}
0.121216{1}0.123493{3}0.142752{7}0.122812{2}0.151239{9}0.138644{6}0.136138{5}0.1297{4}0.149234{8}
MSE0.009225{3}0.009755{6}0.0093{4}0.009041{2}0.010473{9}0.01029{8}0.010226{7}0.008758{1}0.009742{5}
0.024438{2}0.024734{3}0.033754{7}0.023414{1}0.036508{9}0.029362{5}0.030011{6}0.027302{4}0.036072{8}
MRE0.102011{3}0.103415{5}0.103254{4}0.101561{2}0.109055{9}0.105963{7}0.107465{8}0.100057{1}0.104328{6}
0.080811{1}0.082329{3}0.095168{7}0.081875{2}0.100826{9}0.09243{6}0.090758{5}0.086467{4}0.099489{8}
13{2}25{4}33{5}11{1}54{9}39{6.5}39{6.5}15{3}41{8}

100BIAS0.06041{7}0.058974{4}0.059138{5}0.055183{1}0.055893{2}0.061067{9}0.059588{6}0.058633{3}0.060994{8}
0.094829{1}0.096446{2}0.112153{7}0.098434{3}0.112176{8}0.106085{6}0.10123{5}0.098785{4}0.117038{9}
MSE0.005624{6}0.005516{4}0.005761{7}0.004883{1}0.004924{2}0.005935{9}0.005555{5}0.005365{3}0.005922{8}
0.01427{1}0.014931{3}0.020641{8}0.014577{2}0.019882{7}0.017311{6}0.01633{5}0.01555{4}0.022179{9}
MRE0.080547{7}0.078632{4}0.078851{5}0.073577{1}0.074524{2}0.081423{9}0.07945{6}0.078178{3}0.081326{8}
0.063219{1}0.064298{2}0.074769{7}0.065623{3}0.074784{8}0.070724{6}0.067487{5}0.065857{4}0.078026{9}
23{4}19{2}39{7}11{1}29{5}45{8}32{6}21{3}51{9}

200BIAS0.042184{8}0.04013{2}0.041208{5}0.040012{1}0.043211{9}0.041577{7}0.041234{6}0.040823{3}0.041173{4}
0.067061{2}0.067813{3}0.081558{8}0.065002{1}0.078475{7}0.072065{6}0.071978{5}0.069975{4}0.082133{9}
MSE0.002753{7}0.002509{1}0.002766{8}0.002564{2}0.002927{9}0.0027{6}0.002698{5}0.002593{4}0.002581{3}
0.007107{2}0.007212{3}0.010524{8}0.006594{1}0.009767{7}0.008261{5}0.008311{6}0.007747{4}0.010726{9}
MRE0.056246{8}0.053507{2}0.054945{5}0.05335{1}0.057615{9}0.055436{7}0.054978{6}0.054431{3}0.054898{4}
0.044707{2}0.045209{3}0.054372{8}0.043335{1}0.052316{7}0.048043{6}0.047985{5}0.04665{4}0.054755{9}
29{4}14{2}42{8}7{1}48{9}37{6}33{5}22{3}38{7}

350BIAS0.030915{3}0.03161{6}0.032622{9}0.029985{1}0.031154{4}0.032585{8}0.030298{2}0.031687{7}0.031251{5}
0.048118{1}0.050489{3}0.060015{8}0.050242{2}0.059371{7}0.056874{6}0.051969{4}0.052368{5}0.064127{9}
MSE0.001521{3}0.001531{5}0.001647{8}0.001434{1}0.001536{6}0.00166{9}0.001459{2}0.001591{7}0.001523{4}
0.003598{1}0.004076{3}0.00567{8}0.003797{2}0.005585{7}0.005042{6}0.004238{4}0.004254{5}0.00639{9}
MRE0.041221{3}0.042147{6}0.043496{9}0.03998{1}0.041539{4}0.043447{8}0.040398{2}0.04225{7}0.041668{5}
0.032078{1}0.03366{3}0.04001{8}0.033495{2}0.039581{7}0.037916{6}0.034646{4}0.034912{5}0.042751{9}
12{2}26{4}50{9}9{1}35{5}43{8}18{3}36{6}41{7}

600BIAS0.026684{7}0.026033{3}0.02713{8}0.024621{1}0.026566{6}0.02625{4}0.027299{9}0.025838{2}0.026553{5}
0.040432{2}0.041825{3}0.048019{7}0.039776{1}0.048301{8}0.045466{5}0.046326{6}0.043181{4}0.051627{9}
MSE0.001141{8}0.001066{3}0.001117{7}0.00097{1}0.001109{5}0.001072{4}0.001152{9}0.001058{2}0.001114{6}
0.002594{2}0.002772{3}0.003593{7}0.00249{1}0.003644{8}0.00323{5}0.003314{6}0.002989{4}0.004147{9}
MRE0.035579{7}0.03471{3}0.036174{8}0.032827{1}0.035422{6}0.035{4}0.036398{9}0.034451{2}0.035404{5}
0.026955{2}0.027884{3}0.032013{7}0.026517{1}0.032201{8}0.03031{5}0.030884{6}0.028787{4}0.034418{9}
28{5}18{2.5}44{8}6^{1}41{6}27{4}45{9}18{2.5}43{7}