2016 - 2017

0651-1005-01
  Statistics for PPEL                                                                                  
FACULTY OF HUMANITIES
Sem  2
Nir PerelClassrooms - Dan David205Tue1400-1700 Sem  2
Gilman-humanities307Tue0800-1000 Sem  2
 
 
University credit hours:  5.0

Course description

Probability and statistics as models for the description of random phenomena. Basic concepts in probability: Sample space, events, probability function, combinatorial analysis, conditional probability, total probabilities formulae, Bayes theorem, and independence. Random variables: Discrete random variable and probability function, continuous random variable and density function, cumulative distribution function, expectation and variance. Two-dimensional random variables. Central limit theorem, normal approximation to binomial.  Statistical inference: Sampling. Estimation, maximum likelihood estimation. Confidence intervals for the mean, proportion, and mead difference. Tests of hypothesis, Neyman–Pearson lemma, errors in inference and power. Correlation and regression

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