519.5
Grover, Jeff.
The Manual of Strategic Economic Decision Making Using Bayesian Belief Networks to Solve Complex Problems / by Jeff Grover. -
XXVIII, 260 p. 55 illus., 51 illus. in color. online resource.
Content notes : 1. Introduction -- 1.1 Bayes' Theorem: An Introduction -- 1.2 Protocol -- 1.3 Data -- 1.4 Statistical Properties of Bayes' Theorem -- 1.5 Base Matrices -- 1.5.1 Event A Node -- 2. Base Matrices -- 2.1 Event A Node -- 2.1.1 Event A Node-Prior Counts -- 2.1.2 Module A-Prior Probabilities -- 2.2 Event B -- 2.2.1 Event B Node-Likelihood Counts -- 2.2.2 Module B Node -- 2.2.3 Event B Node-Counts -- 2.2.4 Event B Node-Likelihood Probabilities -- 2.3 Event C Node -- 2.3.1 Event C Node-Counts -- 2.3.2 Event C Node-Likelihood Probabilities -- 2.3.3 Event C Node-Counts -- 2.3.4 Event C Node-Likelihood Probabilities -- 2.3.5 Event C Node-Counts -- 2.3.6 Event C Node-Likelihood Probabilities -- 2.3.7 Event C Node-Counts -- 2.3.8 Event C Node-Probabilities -- 2.4 Event D Node -- 2.4.1 Event D Node-Counts -- 2.4.2 Event D Node-Likelihood Probabilities -- 2.5 Event D Node-Counts -- 2.5.1 Event D Node-Likelihood Probabilities -- 2.5.2 Event D Node-Counts -- 2.5.3 Event D Node-Likelihood Probabilities -- 2.5.4 Event D Node-Counts -- 2.5.5 Event D Node-Likelihood Probabilities -- 2.5.6 Event D Node-Counts -- 2.5.7 Event D Node-Likelihood Probabilities -- 2.5.8 Event D Node-Counts -- 2.5.9 Event D Node-Likelihood Probabilities -- 2.5.10 Event D Node-Counts -- 2.5.11 Event D Node-Likelihood Probabilities -- 3. 2-Event 1-Path BBN -- 3.1 [A] [B] -- 3.1.1 2-Event BBN Proof -- 3.1.2 BBN Specification -- 4.3-Event 2-Path BBNs -- 4.1 [AB|AC] -- 4.1.1 Proof -- 4.1.2 BBN Specification -- 4.2 [AC|BC] -- 4.2.1 Proof -- 4.2.2 BBN Specification -- 4.3 [AB|BC] -- 4.3.1 Proof -- 4.3.2 BBN Specification -- 5. 3-Event 3-Path BBNs -- 5.1 3-Paths-[AB|AC|BC] -- 5.1.1 Proof -- 5.1.2 BBN Probabilities.
9783319484143
* Mathematical statistics. Statistics. Econometrics. Operations research. Management. Statistical Theory and Methods. Statistics for Business/Economics/Mathematical Finance/Insurance. Econometrics. Operations Research/Decision Theory. Management.