Can a critical value for the chi-square test be negative? Explain.
Table of contents
- 1. Intro to Stats and Collecting Data55m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically1h 45m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables2h 33m
- 6. Normal Distribution and Continuous Random Variables1h 38m
- 7. Sampling Distributions & Confidence Intervals: Mean1h 53m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 12m
- 9. Hypothesis Testing for One Sample2h 19m
- 10. Hypothesis Testing for Two Samples3h 26m
- 11. Correlation1h 6m
- 12. Regression1h 35m
- 13. Chi-Square Tests & Goodness of Fit1h 57m
- 14. ANOVA1h 0m
9. Hypothesis Testing for One Sample
Steps in Hypothesis Testing
Problem 7.RE.10a
Textbook Question
In Exercises 7–10, state the null and alternative hypotheses and identify which represents the claim,
An energy bar maker claims that the mean number of grams of carbohydrates in one bar is less than 25.

1
Identify the claim: The energy bar maker claims that the mean number of grams of carbohydrates in one bar is less than 25. This is the basis for the alternative hypothesis.
Define the null hypothesis (H₀): The null hypothesis always represents the statement of no effect or no difference. In this case, it would state that the mean number of grams of carbohydrates in one bar is greater than or equal to 25. Mathematically, H₀: μ ≥ 25.
Define the alternative hypothesis (H₁): The alternative hypothesis represents the claim being tested. Here, it states that the mean number of grams of carbohydrates in one bar is less than 25. Mathematically, H₁: μ < 25.
Determine which hypothesis represents the claim: Since the claim is that the mean is less than 25, the alternative hypothesis (H₁) represents the claim.
Summarize the hypotheses: Null hypothesis (H₀): μ ≥ 25. Alternative hypothesis (H₁): μ < 25. The claim is represented by the alternative hypothesis.

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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Null Hypothesis (H0)
The null hypothesis is a statement that indicates no effect or no difference, serving as a default position that there is no relationship between two measured phenomena. In this context, it would assert that the mean number of grams of carbohydrates in an energy bar is equal to or greater than 25 grams.
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Step 1: Write Hypotheses
Alternative Hypothesis (H1)
The alternative hypothesis is a statement that contradicts the null hypothesis, suggesting that there is an effect or a difference. In this case, it posits that the mean number of grams of carbohydrates in an energy bar is less than 25 grams, which is the claim made by the energy bar maker.
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Step 1: Write Hypotheses
Claim
A claim in hypothesis testing refers to a statement that is being tested for validity. In this scenario, the claim is that the mean carbohydrate content in the energy bars is less than 25 grams, which is represented by the alternative hypothesis, indicating the direction of the test.
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Step 1: Write Hypotheses Example 1
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