Product differentiation
entry barriers and, 323
monopolistic competition and, 336
oligopoly and, 379–380
Product safety, 468
Production
aluminum vs.steel in cars and
trucks, 214–215
auto parts and, 192
basic production concepts, 191–192
Cobb-Douglas function, 208–210
estimating production functions,
210–211
fixed inputs and, 192
fixed proportions and, 207–208
law of diminishing marginal
returns, 194–196
linear production function, 207
in long run, 198–207
long-run costs and, 242–244
marginal product and, 193–194
marginal rate of technical
substitution, 204–205
for maximum output, 726–729
measuring functions of, 207–211
at minimum cost, 729
multiple plants and, 211–212
multiple products and, 212–214
with one variable input, 192–198
optimal use of an input, 196–198
polynomial functions, 208
returns to scale and, 198–200
sales force allocation and, 190,
215–217
short-run and long-run
production, 192–196
short-run costs and, 237–242
Profit
analysis, 37–38
function, 38
maximization, 7–8, 45–47, 62–63
maximization with limited capacity,
234–237
Profit sharing, 604–605
Proprietary platform strategy,
413–414
Public decision, 16–18
Public goods
efficiency and, 471–473
pure public goods, 471
Public pricing, 479
Public project evaluation, 476–480
Punitive strategy, 423
Pure monopoly. SeeMonopoly
Pure public goods, 471
Pure selling problem, 94
Q
Quantity competition, oligopoly and,
360–366
Quantity-price contract, 646–648
Quotas, 306–309
R
R-squared statistic, 141–142
Random fluctuations, time-series
models and, 151
Real-life bidding, 691–693
Recession, 488, 530
Reflexive thinking, 405
Regression analysis, 133–150
adjusted R-squared, 142–143
Durbin-Watson statistic and, 150
equation specification and, 146
F-statistic and, 143–144
heteroscedasticity and, 150
interpreting regression statistics
and, 141–146
mean and, 134
multicollinearity and, 147
multiple regression, 139–140
omitted variables and, 147
ordinary least-squares regression,
133–140
potential problems in, 146–150
R-squared statistic, 141–142
sample variance and, 134
serial correlation and, 150
simultaneity and identification
and, 147–148
standard deviation and, 135
standard error of the
regression, 146
standard errors of the
coefficients, 144
t-statistic, 144–145
Regression using spreadsheets,
182–186
multiple regression, 184–186
simple regression, 182–184
Regulation
copyright system, 466
externalities and, 455–467
FDA drug approval, 446–447,
483–484
global warming and, 462–464
imperfect information and,
467–470
at least cost, 715–717
market failures and, 447–455
Microsoft antitrust case, 454–455
monopolies and, 448–453
patent system, 465–466
predatory pricing and, 450–451
regulatory reform and
deregulation, 466–467
Relevant costs
fixed and sunk costs, 231–234
opportunity costs and economic
profits, 227–231
profit maximization with limited
capacity, 234–237
Rent-seeking activity, monopolies
and, 449
Repeated competition, 401–402,
422–426
Repeated negotiation, 652–656
Reputation, 422, 424–425, 652–656
Research and development (R&D)
decisions regarding, 511–515
escalating investments in, 559–561
sequencing investments and,
562–563
Reservation prices, 632
Reserve prices, auctions and,
690–691
Resource control, entry barriers and,
323–324
Response accuracy, surveys and, 130
Response bias, surveys and, 130
Returns to scale, 198–200, 247–252
constant average cost and, 247
declining average cost and,
247–249
increasing average cost and, 249
minimum efficient scale and,
249–251
Revenues
analysis of, 31–36
equivalence theorem, 688
760 Index
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