Math Problem Statement

Construct a relative frequency marginal distribution. x 1 x 2 x 3 Relative frequency marginal distribution y 1 20 25 30    enter your response here y 2 30 15 50    enter your response here Relative frequency marginal distribution    50    40    80 1 ​(Round to three decimal places as​ needed.)

Solution

To construct the relative frequency marginal distribution, we need to calculate the relative frequencies for each element by dividing the given frequencies by the grand total (which is the sum of all the values in the table).

Step 1: Find the grand total

The grand total is the sum of all the values in the table:

20+25+30+30+15+50=17020 + 25 + 30 + 30 + 15 + 50 = 170

Step 2: Calculate the relative frequencies

Now, divide each individual value by the grand total (170), and round the results to three decimal places.

For y1y_1 row:

  • x1x_1: 20170=0.118\frac{20}{170} = 0.118
  • x2x_2: 25170=0.147\frac{25}{170} = 0.147
  • x3x_3: 30170=0.176\frac{30}{170} = 0.176

For y2y_2 row:

  • x1x_1: 30170=0.176\frac{30}{170} = 0.176
  • x2x_2: 15170=0.088\frac{15}{170} = 0.088
  • x3x_3: 50170=0.294\frac{50}{170} = 0.294

Step 3: Relative frequency marginal distribution (column-wise)

Now, we sum the relative frequencies for each column x1x_1, x2x_2, and x3x_3:

  • x1x_1: 0.118+0.176=0.2940.118 + 0.176 = 0.294
  • x2x_2: 0.147+0.088=0.2350.147 + 0.088 = 0.235
  • x3x_3: 0.176+0.294=0.4700.176 + 0.294 = 0.470

Step 4: Verify the sum of all relative frequencies

The total sum of the relative frequencies should be close to 1 (due to rounding):

0.294+0.235+0.470=0.99910.294 + 0.235 + 0.470 = 0.999 \approx 1

Final Answer:

The relative frequency marginal distribution, rounded to three decimal places, is:

x1x_1x2x_2x3x_3
y1y_10.1180.1470.176
y2y_20.1760.0880.294
Total0.2940.2350.470

Do you need further clarification or more details on any of the steps?

Related Questions:

  1. How would you interpret a relative frequency marginal distribution in probability terms?
  2. What is the difference between a relative frequency distribution and a frequency distribution?
  3. Can you explain how marginal distributions are used in contingency tables?
  4. How do you calculate the grand total in a two-way table for marginal distributions?
  5. How would the relative frequency change if we doubled all the values in the table?

Tip:

Always check that the sum of all relative frequencies is close to 1 (or exactly 1, if there’s no rounding).

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Math Problem Analysis

Mathematical Concepts

Statistics
Relative Frequency Distribution
Marginal Distribution

Formulas

Relative frequency = (individual value) / (grand total)
Sum of all relative frequencies ≈ 1

Theorems

Marginal distribution theorem

Suitable Grade Level

Grades 10-12