Prelude Reacting to numbers I van is the product manager in charge of blenders for a manufacturer of household appliances. Last month’s sales report showed a 4% increase…

Slide 1Chapter 10 Introduction to Inference Will Freeman Slide 2 10.1: Estimating with Confidence Statistical confidence: a confidence interval is a range that the unknown…

Slide 1Recent Advances in Bayesian Inference Techniques Christopher M. Bishop Microsoft Research, Cambridge, U.K. research.microsoft.com/~cmbishop SIAM Conference on Data…

Slide 1STATISTICS Sampling and Sampling Distributions Professor Ke-Sheng Cheng Department of Bioenvironmental Systems Engineering National Taiwan University Slide 2 Random…

Slide 1SECTION 10.3 Estimating a Population Proportion Slide 2 NOW WHAT NOW WHAT In this section we are interested in the unknown proportion, p of a population as opposed…

Slide 1SECTION 10.2 Estimating a Population Mean Slide 2 Whats the difference between what we did in Section 10.1 and what we are beginning in Section 10.2? In reality, the…

Slide 1Lecture 2 Bayesian Statistics and Inference Slide 2 Lecture Contents What is Bayesian inference Prior distributions Examples of conjugate Bayesian analysis Credible…

Slide 11 15.Math-Review Statistics Slide 2 2 zLet us consider X 1, X 2,…,X n, n independent identically distributed random variables with mean and standard deviation. zAnd…

Slide 11 Dr. Jerrell T. Stracener EMIS 7370 STAT 5340 Probability and Statistics for Scientists and Engineers Department of Engineering Management, Information and Systems…

CAS 3 Fall 2007 Notes Contents 1 Statistics and Stochastic Processes 3 1.1 Probability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .…