A Model of Regulated Open Access Resource Use
A Model of Regulated Open Access Resource Use
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.