What is a hypothesis in statistics?
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In statistics, a hypothesis is a specific statement or assumption about a population parameter (such as the mean, proportion, or variance) that can be tested using sample data.
It serves as the foundation for statistical testing and helps researchers make inferences about a population.
Key points:
- A hypothesis is a claim or assumption about the population.
- It is tested using sample evidence.
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There are usually two types:
- Null hypothesis (H₀): Assumes no effect or no difference.
- Alternative hypothesis (H₁): Suggests there is an effect or difference.
🔹 Example:
- Claim: "The average height of students in a class is 165 cm."
- Here, the hypothesis is about the population mean (165 cm).