Prelude The case of the Pentium bug I ntel’s Pentium processors power a majority of the world’s computers. In 1994, a bug was discovered in the Pentium chip. The bug,…
Slide 1GENERAL PROBABILITY RULES Slide 2 General addition rule P(A or B) = P(A) + P(B) – P(A and B) Addition rule for disjoint events P(one or more of A, B, C) = P(A) +…
Slide 1Chapter 7 Random Variables Slide 2 Warm -up A couple plans to have three children. There are 8 possible arrangements of girls and boys. For example, GGB means the…
Central limit theorem 1 Central limit theorem In probability theory, the central limit theorem (CLT) states that, given certain conditions, the arithmetic mean of a sufficiently…
Slide 1 Business Statistics for Managerial Decision Probability Theory Slide 2 The mathematics of probability can provide models to describe The flow of traffic through a…
Slide 1 1 Chapter 6: Probability— The Study of Randomness 6.1The Idea of Probability 6.2Probability Models 6.3General Probability Rules Slide 2 2 Simple Question: If tossing…
Slide 1 Lecture 2 Probability and Measurement Error, Part 1 Slide 2 Syllabus Lecture 01Describing Inverse Problems Lecture 02Probability and Measurement Error, Part 1 Lecture…
Slide 1 Carnegie Mellon Focused Belief Propagation for Query-Specific Inference Anton Chechetka Carlos Guestrin 14 May 2010 Slide 2 Query-Specific inference problem 2 known…
Slide 1 The Role of Consumer Knowledge on the Demand for Preventive Health Care Among the Elderly Stephen T. Parente, Ph.D., Project HOPE Center for Health Affairs and Johns…
Efficient Inference for General Hybrid Bayesian Networks Wei Sun PhD in Information Technology [email protected] George Mason University, 2007 Acknowledgements Sincere gratitude…