Method

Quantity

Complete data

Mean

1.328918

1.939003

2.729671

3.66934

Standard deviation

1.000342

1.000168

0.9997156

1.000435

%RB

0.0

0.0

0.0

0.0

MSE

1.001018

1.000666

0.9997697

1.001196

SD bootstrap

0.6667591

0.6666357

0.6666357

0.6675065

Local Linear Regression

Mean

1.938469

2.729698

3.669843

Standard deviation

0.9948414

0.9926485

0.9932463

%RB

0.0003101247

0.004607907

0.003463886

MSE

0.9900532

0.9857052

0.9868784

SD bootstrap

0.6606914

0.6600272

0.6597972

Nadaraya-Watson

Mean

1.938513

2.688752

3.658198

Standard deviation

0.9804571

0.995685

0.9812671

%RB

0.002618051

−1.49819

−0.3079823

MSE

0.9616402

0.9934076

0.963356

SD bootstrap

0.9807754

0.9967448

0.9815455

Simple linear regression

Mean

1.939073

2.729775

3.669467

Standard deviation

0.9952188

0.9928367

0.9926948

%RB

0.003486382

0.003859931

0.003474327

MSE

0.9908072

0.9860761

0.9857896

SD bootstrap

0.9952162

0.9938139

0.993223