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โœŒ๏ธย  Unit 2 - Exploring Two-Variable Data

โš–๏ธย  Unit 6 - Inference for Categorical Data: Proportions

๐Ÿ˜ผย  Unit 7 - Inference for Qualitative Data: Means

โœณ๏ธย  Unit 8 Inference for Categorical Data: Chi-Square

๐Ÿ“ˆย  Unit 9 - Inference for Quantitative Data: Slopes

๐Ÿงย  Multiple Choice Questions (MCQs)

4.8 Mean and Standard Deviation of Random Variables

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โฑ๏ธย ย 1 min read

written by

kanya shah


The main takeaway from this section should be knowing how to calculate and interpret the standard deviation and mean.ย 

Center of a Discrete Random Variable

Mean or Expected value of a discrete variable is its average value over many, many repetitions of the same chance process. To find the mean or expected value of X, multiply each possible value of X by its probability and then add all of the products.

The mean is the balance point of a distribution. Formula: Summation(xi*pi)= mean of X

Critical Tip: DO NOT write the mean of a random variable as a non integer value if it is a decimal because almost all expected values are decimals.ย 

Variability of a Discrete Random Variable

The standard deviation of a discrete random variable measures how much the values of the variable typically vary from the mean.

The variance of X is SD^2= summation(xi-mean of x)^2 * pi .

The standard deviation of X is the square root of the variance so SD = sqrt(summation(xi-mean of x)^2 * pi).ย 

If you decide to use your calculator, make sure you list how you got to your answer. Use context and donโ€™t just put a number down as the answer. Show work to maximize the amount of points you get.

๐ŸŽฅWatch: AP Stats - Probability: Random Variables, Binomial/Geometric Distributions

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