Method

Quantity

Complete data

Mean

1.330963

1.94061

2.731046

3.671122

Standard deviation

1.000228

0.9999145

0.9998701

1.000415

%RB

0.0

0.0

0.0

0.0

MSE

1.000779

1.000138

1.000068

1.001156

SD bootstrap

0.6658951

0.6659541

0.6659541

0.6662738

Local Linear Regression

Mean

1.940391

2.731393

3.671548

Standard deviation

0.9950302

0.9927199

0.9925087

%RB

−0.006115805

0.001946422

0.003121577

MSE

0.9904082

0.9858397

0.9854251

SD bootstrap

0.6588623

0.655473

0.658257

Nadaraya-Watson

Mean

1.940298

2.689957

3.660124

Standard deviation

0.9806438

0.9958007

0.9805938

%RB

−0.0109425

−1.506794

−0.3052104

MSE

0.9619855

0.9936533

0.9620454

SD bootstrap

0.9793316

0.9938614

0.9797415

Simple linear regression

Mean

1.940518

2.731128

3.671224

Standard deviation

0.9948923

0.9928891

0.9925527

%RB

-0.004716414

0.002994436

0.002771179

MSE

0.9901363

0.9861755

0.9855044

SD bootstrap

0.9940906

0.9909141

0.9916702