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A Model of Regulated Open Access Resource Use

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14<br />

HOMANS AND WILEN<br />

TABLE II<br />

Parameter Estimates<br />

Ž .<br />

a<br />

Ž .<br />

a<br />

Ž . Ž .<br />

b<br />

Eq. 13 Eq. 14 Eqs. 16 and 15<br />

Parameter Area 2 Area 3 Area 2 Area 3 Area 2 Area 3<br />

c<br />

c<br />

1a 1.3786 1.3119 <br />

Ž 24.01. Ž 31.51.<br />

b<br />

c<br />

0.00119<br />

c<br />

0.00075 <br />

Ž 2.472. Ž 3.212.<br />

c <br />

c<br />

12.329<br />

c<br />

16.417 <br />

Ž 2.990. Ž 2.807.<br />

d <br />

c<br />

0.0897<br />

d<br />

0.0575 <br />

Ž 2.943. Ž 1.703.<br />

q <br />

c<br />

0.00114<br />

c<br />

0.000975<br />

Ž 24.984. Ž 30.895.<br />

<br />

c<br />

0.0555<br />

c<br />

0.07848<br />

Ž 8.4263. Ž 6.9705.<br />

f <br />

d<br />

1.0318 2.0993<br />

Ž 2.5569. Ž 1.8104.<br />

fW<br />

0.79697 9.6556 d<br />

Ž 1.2154. Ž 3.4284.<br />

0.96 0.92 <br />

Durbin’s h 6.21 5.76 <br />

D.W. 1.33 2.01 <br />

2<br />

R 0.95 0.97 0.94 0.84 <br />

Hansen’s J 1.33 1.49<br />

method OLS OLS NL3SLS<br />

a t-statistics in parentheses.<br />

b Asymptotic t-statistics in parentheses.<br />

c Significant at the 1% level.<br />

d Significant at the 5% level.<br />

biomass levels and the implied levels are 159 and 208 million pounds. The four<br />

parameter estimates can also be used to compute the safe biomass level implied by<br />

regulators’ choices <strong>of</strong> quota levels over this period. Using Eq. Ž 11.<br />

above, the levels<br />

<strong>of</strong> Xsafe<br />

implied by actual choices <strong>of</strong> harvest quota levels over the 19351977<br />

period are 187 and 252 million pounds, respectively. Interestingly, the targeted or<br />

safe biomass levels implied by these equations are greater than the maximum<br />

sustainable yield biomass levels in both Areas 2 and 3, implying a conservative<br />

concern for stock safety.<br />

Results from the estimation <strong>of</strong> the industryregulator behavioral equations are<br />

also given in Table II. Parameter estimates are all <strong>of</strong> the correct sign and generally<br />

significant. Hansen’s J test <strong>of</strong> overidentifying restrictions 11<br />

indicates that the<br />

model is not misspecified. 13 With respect to magnitudes, the parameter estimates<br />

are also reasonable and similar across regions. We would expect higher costs in<br />

13 Hansen’s test is for estimators in the class <strong>of</strong> Generalized Method <strong>of</strong> Moments estimators, <strong>of</strong><br />

which non-linear three stage least-squares is one. It is calculated as the value <strong>of</strong> the criterion function<br />

multiplied by the number <strong>of</strong> observations, and has a Chi-square distribution where the degrees <strong>of</strong><br />

freedom are the number <strong>of</strong> instruments Ž. 8 less the number <strong>of</strong> free parameters Ž. 4 . Since Eq. Ž 16.<br />

is an<br />

implicit equation where the dependent variable is zero, there is no adequate goodness <strong>of</strong> fit measure<br />

available.

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