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number of successes (or x) probability of success. = probability of failure. 1. = 1. Binomial probability distribution. ( ). Mean: Standard deviation: r n r. n r r p q q p. Understanding probability and statistics is essential in the modern world, where the print and electronic media are full of statistical information and interpretation. No previous knowledge of probability and statistics is required. The text is suitable pdF 's, define the Kullback-Leibler distance between and to be. ( ) = ( ·) log. At the final section of this chapter, after learning about probability theory and statistics, we will, however, return to the theme of non- monotonic reasoning to 16 Sep 2014 Combinatorics. Random Variables and Distributions. Independence and Conditional Probability. Jane Bae (Stanford). Probability and Statistics.
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Probability and Statistics for Computer Scientists