The amounts of nicotine in a certain brand of cigarette are normally distributed with a mean of 0.961 g and a standard deviation of 0.318 g. The company that produces these cigarettes claims that it has now reduced the amount of nicotine. The supporting evidence consists of a sample of 45 cigarettes with a mean nicotine amount of 0.866 g. Assuming that the given mean and standard deviation have NOT changed ind th

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### Educational Website Content

#### Statistical Analysis of Nicotine Levels in Cigarettes

The nicotine content in a specific brand of cigarette is normally distributed with a mean of 0.961 g and a standard deviation of 0.318 g. The manufacturer claims to have reduced the nicotine content. To support this, a sample of 45 cigarettes showed a mean nicotine content of 0.866 g.

**Objective:**
Determine the probability of obtaining a sample with a mean of 0.866 g or less, assuming the mean and standard deviation have not changed.

**Calculation:**
- Find \( P(\overline{x} \leq 0.866) \).
- Provide your answer accurate to four decimal places.

**Question:**
Based on this result, is it valid to claim that the nicotine amount is lower?
- **No.** The probability of obtaining this data is sufficiently high to have occurred by chance.
- **Yes.** The probability of this data occurrence is unlikely by chance alone.

**Instructions:**
1. Calculate the probability.
2. Evaluate if the manufacturer’s claim is statistically significant.

**Graph/Diagram Explanation:**
There are no graphs or diagrams in this content. Ensure to rely on normal distribution tables or statistical software for calculations.

**Submit Your Answer:**
A "Submit Question" button is provided for students to enter their probability calculation.
Transcribed Image Text:### Educational Website Content #### Statistical Analysis of Nicotine Levels in Cigarettes The nicotine content in a specific brand of cigarette is normally distributed with a mean of 0.961 g and a standard deviation of 0.318 g. The manufacturer claims to have reduced the nicotine content. To support this, a sample of 45 cigarettes showed a mean nicotine content of 0.866 g. **Objective:** Determine the probability of obtaining a sample with a mean of 0.866 g or less, assuming the mean and standard deviation have not changed. **Calculation:** - Find \( P(\overline{x} \leq 0.866) \). - Provide your answer accurate to four decimal places. **Question:** Based on this result, is it valid to claim that the nicotine amount is lower? - **No.** The probability of obtaining this data is sufficiently high to have occurred by chance. - **Yes.** The probability of this data occurrence is unlikely by chance alone. **Instructions:** 1. Calculate the probability. 2. Evaluate if the manufacturer’s claim is statistically significant. **Graph/Diagram Explanation:** There are no graphs or diagrams in this content. Ensure to rely on normal distribution tables or statistical software for calculations. **Submit Your Answer:** A "Submit Question" button is provided for students to enter their probability calculation.
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