Search for tag: "identically distributed"

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Basic Concepts of a Random Sample duration 20 minutes 19 seconds Basic Concepts of a Random Sample Basic Concepts of a Random Sample	Basic Concepts of a Random Sample We begin by defining a random sample and explaining how a random sample is also considered a collection of independent and identically distributed random variables. To do so, the idea of mutually… mutually independent random variables random sample independent and identically distributed iid bootstrap sampling with replacement sampling without replacement finite population From Jane Harvill 122 plays 0
Moment Generating Function duration 22 minutes 19 seconds Moment Generating Function Moment Generating Function	Moment Generating Function In this video, the moment generating (MGF) is defined. Its utility for finding the moments of a distribution is presented and illustrated. Following two examples, the use of the MGF for equating… moment generating function moments identically distributed convergence of distributions From Jane Harvill 143 plays 0
Distribution Functions duration 32 minutes 41 seconds Distribution Functions Distribution Functions	Distribution Functions This lesson is the first of many that discuss probability functions. We begin the discussion of probability functions with the cumulative distribution function (CDF). The CDF is defined and… cumulative distribution function discrete random variable continuous random variable identically distributed right continuous continuous From Jane Harvill 124 plays 0