Math Problem Statement

Question 8 (0.2 points)

Calculate E[X] using the following information. 3.5

3

2.5

4

It is not possible to calculate E[X] with the given information.

Calculate E[X] using the following information. 3.5 3 2.5 4 It is not possible to calculate E[X] with the given information.

Solution

To calculate E[X]E[X], which represents the expected value (or mean) of the number of takeout orders, we will use the data in the table provided. The expected value E[X]E[X] for a sample is the average of the values in the sample.

Here is the data from the table:

  • Household 1: 3 takeout orders
  • Household 2: 5 takeout orders
  • Household 3: 4 takeout orders
  • Household 4: 2 takeout orders

To calculate E[X]E[X]:

E[X]=3+5+4+24E[X] = \frac{3 + 5 + 4 + 2}{4}

Let me compute that for you.The expected value E[X]E[X] of the number of takeout orders is 3.53.5.

Would you like further explanation or have any additional questions?

Here are 5 related questions to expand on this:

  1. How would you calculate the variance of this sample data?
  2. What is the significance of E[X]E[X] in probability theory?
  3. How does the sample mean Xˉ\bar{X} compare to the population mean?
  4. Can you estimate the median number of takeout orders from this data?
  5. What other measures of central tendency could you use here?

Tip: When calculating E[X]E[X] for a sample, ensure that all values are from a representative sample to minimize bias.

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Math Problem Analysis

Mathematical Concepts

Expected Value
Sample Mean
Statistics

Formulas

E[X] = (X1 + X2 + ... + Xn) / n

Theorems

Law of Large Numbers

Suitable Grade Level

Grades 9-12