OLS

MLE

Output (kgs)

Estimate

Std. Error

t value

Parameter

Std. Error

t-value

(Intercept)

1.926

5.737

0.336

2.676

3.982

0.672

Land (acres)

2.373***

0.620

3.827

1.964***

0.499

3.936

Seed (kgs/acre)

0.970

2.291

0.423

0.785

1.590

0.494

Fertilizer (kgs/acre)

0.328*

0.188

1.742

0.205

0.171

1.203

Herbicides (lts/acre)

2.895

2.083

1.390

0.837

1.412

0.593

Insecticides (lts/acre)

−3.444*

1.793

−1.921

−2.938*

1.535

−1.914

Pesticides (lts/acre)

2.714

1.977

1.373

1.517

1.367

1.110

Labor (man days)

−0.245

1.225

−0.200

0.547

0.997

0.549

Land * land

−0.283***

0.058

−4.875

−0.267***

0.055

−4.854

Land * Seed

−0.124

0.127

−0.975

−0.077

0.106

−0.729

Land * Fertilizer

0.008

0.014

0.545

0.011

0.013

0.851

Land * Herbicides

0.204

0.139

1.467

0.192

0.130

1.473

Land * Insecticides

−0.005

0.146

−0.034

0.139

0.134

1.037

Land * Pesticides

−0.201

0.139

−1.450

−0.035

0.125

−0.279

Land * Labor

0.009

0.095

0.090

0.033

0.085

0.392

Seed * Seed

−0.219

0.483

−0.453

−0.095

0.336

−0.282

Seed * Fertilizer

−0.029

0.038

−0.758

−0.009

0.034

−0.262

Seed * Herbicides

−0.504

0.423

−1.192

−0.154

0.290

−0.531

Seed * Insecticides

0.800**

0.370

2.164

0.652**

0.319

2.042

Seed * Pesticides

−0.123

0.417

−0.294

−0.094

0.306

−0.308

Seed * Labor

0.126

0.239

0.528

−0.118

0.204

−0.579

Fertilizer * Fertilizer

−0.050

0.034

−1.489

−0.041

0.032

−1.261

Fertilizer * Herbicides

−0.009

0.044

−0.218

−0.006

0.041

−0.150

Fertilizer * Insecticides

0.034

0.041

0.812

0.026

0.039

0.667

Fertilizer * Pesticides

0.004

0.044

0.080

0.053

0.044

1.215

Fertilizer * Labor

−0.009

0.029

−0.299

−0.016

0.026

−0.595

Herbicides * Herbicides

−0.710

0.538

−1.319

−0.833*

0.452

−1.843

Herbicides * Insecticides

0.292

0.363

0.804

0.277

0.310

0.893

Herbicides * Pesticides

−0.161

0.374

−0.430

0.450

0.351

1.282

Herbicide * Labor

−0.210

0.351

−0.598

−0.037

0.338

−0.110

Insecticides * Insecticides

−0.686

0.465

−1.477

−0.363

0.460

−0.790

Insecticides * pesticides

0.607*

0.338

1.795

0.575*

0.297

1.937

Insecticides * Labor

−0.005

0.271

−0.019

−0.065

0.253

−0.258

Pesticide * Pesticides

−1.424**

0.565

−2.519

−1.694***

0.479

−3.534

Pesticides * Labor

−0.602**

0.286

−2.103

−0.380

0.248

−1.531

Labor * Labor

0.009

0.159

0.055

0.037

0.144

0.254