23. Identify the shape of each of the distributions below: Histogram of a 2 4 8 a Histogram of b 0 1 2 3 4 5 6 b Frequency Frequency 4 8 12 0 2 4 6 8 TTLT
Continuous Probability Distributions
Probability distributions are of two types, which are continuous probability distributions and discrete probability distributions. A continuous probability distribution contains an infinite number of values. For example, if time is infinite: you could count from 0 to a trillion seconds, billion seconds, so on indefinitely. A discrete probability distribution consists of only a countable set of possible values.
Normal Distribution
Suppose we had to design a bathroom weighing scale, how would we decide what should be the range of the weighing machine? Would we take the highest recorded human weight in history and use that as the upper limit for our weighing scale? This may not be a great idea as the sensitivity of the scale would get reduced if the range is too large. At the same time, if we keep the upper limit too low, it may not be usable for a large percentage of the population!
Identify the shape of each of the distributions below:
A negatively skewed (also known as left-skewed) distribution is a type of distribution in which more values are concentrated on the right side.
Positively Skewed Distribution, occurs more on the one side of the scale with long tail on the right side.
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