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R.txt | ||
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R | ||
cheat_sheet.txt | ||
| brief summaries of probability rules and the rules of counting
probablity ========== part over whole = number_of_chances/(number of possibilities -- permutations or combinations); note that "number_of_chances" could ALSO be a permutation or | ||
counting.txt | ||
| how to derive the possible numbers of combinations; a precursor to figuring probability
http://www.themathpage.com/aPreCalc/permutations-combinations.htm read that first. It details "theory of counting". If you can count, you can do factorials and permutation problems. It goes on to consider permutations (see below). Since it's just a theory of counting, it is in counting.txt not | ||
distributions.txt | ||
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discrete uniform distribution binomial distribution negative binomial distribution discrete uniform distribution | ||
probability.txt | ||
| how to use the nubmers of various combinations to come up with the % chance that something occurs
1. knowledge as background 2. definition of probability 3. pmf and pdf 4. definitions of other terms | ||
random_variables.txt | ||
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concept of a random variable ============================= randomvariable: a function that associates a real number with each element in the sample space a random variable is the capital letter X | ||
set_theory.txt | ||
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a background to understanding probability is understanding set theory, as venn diagrams and intersections/unions are often used to denote the events we need to figure to determine probability. definitions | ||
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