ssume that the readings at freezing on a bundle of thermometers are normally distributed wit ean of 0"C and a standard deviation of 1.00°C. A single thermometer is randomly selected and ested. Find the probability of obtaining a reading less than -0.749 C. (Z<- 0.749) = Submit Question

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### Probability Calculation for Normally Distributed Data

**Question:**

Assume that the readings at freezing on a bundle of thermometers are normally distributed with a mean of 0°C and a standard deviation of 1.00°C. A single thermometer is randomly selected and tested. Find the probability of obtaining a reading less than -0.749°C.

**Solution:**
\[ P(Z < -0.749) = \]

**Instructions:**
1. Convert the thermometer reading to a Z-score using the formula for a standard normal distribution.
2. Use the standard normal distribution table or a calculator to find the probability corresponding to the Z-score.

**Interactive Element:**
- [Submit Question Button]

#### Explanation:
- **Mean (µ):** 0°C
- **Standard deviation (σ):** 1.00°C
- **Desired reading (X):** less than -0.749°C

Use the Z-score formula:
\[ Z = \frac{X - \mu}{σ} \]
\[ Z = \frac{-0.749 - 0}{1.00} \]
\[ Z = -0.749 \]

Now, look up the Z-score of -0.749 in the standard normal distribution table or use a calculator to find the probability \( P(Z < -0.749) \). 

Once you find the probability, input the value in the provided box and submit your answer.

**Tools/Resources:**
- Z-score table
- Online normal distribution calculator

**Conclusion:**
This statistical problem involves understanding and using concepts of normal distribution, mean, and standard deviation to find the probability for a given reading.
Transcribed Image Text:### Probability Calculation for Normally Distributed Data **Question:** Assume that the readings at freezing on a bundle of thermometers are normally distributed with a mean of 0°C and a standard deviation of 1.00°C. A single thermometer is randomly selected and tested. Find the probability of obtaining a reading less than -0.749°C. **Solution:** \[ P(Z < -0.749) = \] **Instructions:** 1. Convert the thermometer reading to a Z-score using the formula for a standard normal distribution. 2. Use the standard normal distribution table or a calculator to find the probability corresponding to the Z-score. **Interactive Element:** - [Submit Question Button] #### Explanation: - **Mean (µ):** 0°C - **Standard deviation (σ):** 1.00°C - **Desired reading (X):** less than -0.749°C Use the Z-score formula: \[ Z = \frac{X - \mu}{σ} \] \[ Z = \frac{-0.749 - 0}{1.00} \] \[ Z = -0.749 \] Now, look up the Z-score of -0.749 in the standard normal distribution table or use a calculator to find the probability \( P(Z < -0.749) \). Once you find the probability, input the value in the provided box and submit your answer. **Tools/Resources:** - Z-score table - Online normal distribution calculator **Conclusion:** This statistical problem involves understanding and using concepts of normal distribution, mean, and standard deviation to find the probability for a given reading.
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