competition, whereas θi,t = Si,t for Cournot competition. From (3) and (4), we obtain:6
1 ∂C ∂C
Pt (1--θi t) = rd + —iʌ + —
(5)
t i,t i,t ∂d ∂
ηt i,t qi,t
On the other hand, if the banks are maximizing their joint profits, represented as
Pt (Qt)Qt +∑n (rib,tbi,t -ri,dtdi,t -Ci,t(qi,t,di,t)), the first order condition can be expressed as
i=1
equation (5) with θi,t = 1 . Furthermore, Si,t < θi,t < 1 represents an array of repeated
game equilibria whose one-shot game is Cournot oligopoly.
Rearranging (5) and defining Ri,t ≡ Ptqi,t to represent the revenue of bank i generated
by loans, we obtain the following equation:
θ d ∂Cit ∂Cit
Rlt = R- ridtqit + qit——+qit——. (6)
i,t i,t i,t i,t i,t i,t
ηt ∂di,t ∂qi,t
θt represents the degree of competition. Note that we have dropped out the subscript i
for θ in order to capture the industry average degree of competition.7
Because the marginal cost is not observable, we assume the translog cost function:
ln Ctt = ao+ aιln ⅛,t +1 a2(ln ‰)2+a3ln di,t+1 a4(ln di,t)2+a5ln wt +1 aXln wt)2
, _______, 2 ,__, 2 _______,________ , 2 , (7)
+a7(lnqi,t)(lnwi,t) +a8(lnqi,t)(lndi,t) +a9(lndi,t)(lnwi,t) +εiC,t,
where wi,t stands for the wage rate of bank i, εiC,t is an error term, and variables
with upper bars are the deviations from their means. Given equation (7), our regression
6 Equation (3) can be estimated instead of equation (5). Estimation of equation (3), however, did
not generate reasonable results. The reason for the poor results may be that, in the estimation, we
should use as rib,t the data for securities including stocks, instead of the data for government bonds,
because the revenues from government bonds are not reported. In Japan, however, considerable
parts of stocks are held as the mutual holding, which is not determined based on the short-run
incentives. In addition, although bond yields should include capital gains and losses, they are not
incorporated in the reported data of rb . Therefore, we present the results based on equation (5).
7 See Bresnahan (1989) for this point.