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Table 4 Maximum likelihood estimates of stochastic frontier model for onion crop production

From: Efficiency dynamics among onion growers in Maharashtra: a comparative analysis of drip irrigation adopters and non-adopters

Variable

Parameter

Adopters of Drip

Non adopters of drip

Coefficient

standard error

t-ratio

Coefficient

standard error

t-ratio

Constant

β0

2.168**

0.944

2.297

3.629*

1.293

2.805

Ln (Human labour)

β1

-0.288***

0.169

-1.706

-0.141

0.202

-0.699

Ln (Machine labour)

β2

0.028

0.038

0.731

-0.129***

0.078

-1.647

Ln (Seed)

β3

0.127*

0.025

4.991

0.061

0.091

0.673

Ln (FYM)

β4

0.042***

0.023

1.833

0.115***

0.064

1.783

Ln (Fertilizer)

β5

0.341*

0.034

10.011

0.105

0.135

0.781

Ln (No. of sprays)

β6

0.042***

0.024

1.727

0.100

0.125

0.802

Ln (Irrigation water)

β7

0.086*

0.025

3.455

0.041

0.063

0.653

sigma-squared

σ2

0.004*

0.001

6.194

0.013*

0.001

10.604

gamma

γ

0.632*

0.136

4.644

0.7588

0.547

1.387

log likelihood function

 

357.87

177.15

LR test of one-sided error

 

133.42

106.87

Mean TE

 

0.92

0.65

Yield gap

 

3.15

16.02

Total sample size

 

240

240

  1. (***, **, * indicates statistically significant at 10%, 5% and 1% level, respectively)