Hypothesis Testing (Normal Distribution) (A Level only) (Edexcel A-Level Mathematics): Flashcards

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Normal Hypothesis Testing
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What is a Null Hypothesis (H0H_0) in statistics?

It assumes no effect or difference exists in the population.

What does the Alternative Hypothesis (H1H_1) represent?

It indicates there is an effect or difference to be tested.

What does the significance level (α\alpha) signify?

It's the probability of wrongly rejecting H0H_0 when true.

What is a Test Statistic?

A standardised value derived from sample data for testing.

What does the P-Value indicate?

The probability of observing a result at least as extreme.

What is a Critical Value in hypothesis testing?

The threshold a test statistic must exceed to reject H0H_0.

How is the test statistic (zz) calculated?

z=(xˉμ0)/(σ/n)z = (\bar{x} - \mu_0) / (\sigma / \sqrt{n}) from sample data.

What is the formula for calculating zz?

z=sample meanhypothesised meanstd dev/nz = \frac{\text{sample mean} - \text{hypothesised mean}}{\text{std dev}/\sqrt{n}}.

What is the critical zz-value at 0.050.05 significance level?

For one-tailed tests, it's approximately 1.645-1.645 or 1.6451.645.

What does rejecting the null hypothesis suggest?

There is significant evidence against H0H_0 in the study.

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