Final answer:
To answer the student's question, we construct a probability distribution for the number of relaxation hours, calculate probabilities for specific conditions, and compute the mean and standard deviation. This requires the frequencies for each number of hours of relaxation.
Step-by-step explanation:
To construct the probability distribution of X, which represents the number of hours of relaxation for a person sampled at random from this population of 1678 people, we will divide the frequency of each number of relaxation hours by the total number of people surveyed. Next, we will calculate the requested probabilities and statistics based on this distribution.
- The probability P(X = x) is found by dividing the frequency of each category by the total number of responses.
- To find the probability that a person relaxes more than 6 hours per day, we add up the probabilities of X being 7 and 8 hours.
- The probability that a person doesn't relax at all is simply P(X = 0).
- For the mean, we sum the products of each number of hours and its respective probability.
- The standard deviation is computed by taking the square root of the variance, which involves summing the squared difference between each number of hours and the mean, multiplied by its probability.
We would need the actual frequencies for each number of hours of relaxation to perform the calculations and round the answers to the specified decimal places.