Math Problem Statement

Estimate the 80% confidence interval of the population mean effective period of action for a certain tranquilizer which gave the following results when administered to eight patients:

Mean: 1.5 hours

Standard deviation: 0.3 hours

  1. The critical value of t in this case is =

  2. The maximum tolerated error on the population mean effective period of action (rounded off to 2 decimal places) is =

  3. The 95% confidence interval of the population mean effective period of action (rounded off to 2 decimal places) and written in the format a to b is =

Solution

To estimate the 80% confidence interval of the population mean effective period of action for the tranquilizer, we need to follow these steps:

  1. Determine the critical value of t for an 80% confidence interval.
  2. Calculate the maximum tolerated error (also known as the margin of error).
  3. Compute the 80% confidence interval for the population mean.

Given:

  • Mean (xˉ\bar{x}) = 1.5 hours
  • Standard deviation (s) = 0.3 hours
  • Sample size (n) = 8

1. Critical Value of t

For an 80% confidence interval with n1=7n - 1 = 7 degrees of freedom, we need to find the t-value for which the area in each tail is 0.1/2=0.050.1/2 = 0.05.

Using a t-table or calculator: t0.05,71.415t_{0.05, 7} \approx 1.415

2. Maximum Tolerated Error

The margin of error (E) is calculated using the formula: E=tsnE = t \cdot \frac{s}{\sqrt{n}}

Substituting the values: E=1.4150.38E = 1.415 \cdot \frac{0.3}{\sqrt{8}} E1.4150.106E \approx 1.415 \cdot 0.106 E0.15 hours (rounded to 2 decimal places)E \approx 0.15 \text{ hours (rounded to 2 decimal places)}

3. 80% Confidence Interval

The confidence interval is calculated as: xˉ±E\bar{x} \pm E 1.5±0.151.5 \pm 0.15

Thus, the 80% confidence interval for the population mean effective period of action is: (1.35 to 1.65)(1.35 \text{ to } 1.65)

Answers:

  1. The critical value of t in this case is 1.415\approx 1.415.
  2. The maximum tolerated error on the population mean effective period of action is 0.150.15 hours (rounded to 2 decimal places).
  3. The 80% confidence interval of the population mean effective period of action is 1.35 to 1.651.35 \text{ to } 1.65 hours (rounded to 2 decimal places).

Do you want details or have any questions?

Here are some more questions you might find useful:

  1. How do you calculate the critical value for a given confidence level?
  2. What is the difference between a t-distribution and a z-distribution?
  3. How does the sample size affect the confidence interval?
  4. Why is it important to round off the margin of error?
  5. Can you explain the steps to calculate a confidence interval for proportions?

Tip: When estimating confidence intervals, always ensure to use the correct critical value based on the sample size and desired confidence level.

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Math Problem Analysis

Mathematical Concepts

Statistics
Confidence Intervals
T-distribution

Formulas

Margin of Error formula
Confidence Interval formula

Theorems

Central Limit Theorem

Suitable Grade Level

Undergraduate level