Index

A

Abstract model, 7
Accountability, 82
Active user, 374
Algorithm
heuristic, 7
model-based, 7
Alternative, 179
Ancestor, 57
Arbitrage, 297
Arbitrage Pricing Theory (APT), 297
Arc reversal/node reduction, 207
Asset, 272
Average absolute deviation scoring, 381

B

Bad decision/good outcome, 243
Bayes’ Theorem, 15, 53
Bayesian, 33
Bayesian information criterion (BIC), 152
Bayesian network, 58
dynamic, 213
embedded, 86
inference in, 72
learning parameters of, 112
learning structure of
constraint-based, 138
score-based, 127
model averaging and, 137
naive, 358
cascaded, 368
noisy OR-gate model in, 79
parameters, 111
structure, 111
Bayesian score, 127
Beliefs, 28
Beta, 287
Blocked, 96
Bracket Medians Method, 87

C

Capital Asset Pricing Model ...

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