May 6, 2022 · The null hypothesis of a test always predicts no effect or no relationship between variables, while the alternative hypothesis states your research prediction of an effect or relationship.

In many hypothesis testing problems, the setup of the problem lays out what the test is trying to prove. This is usually notthe null hypothesis: tests are usually carried out because we want to reject the null …

Oct 27, 2025 · This hypothesis should state what you expect the data to show, based on your research on the topic. This is your answer to your research question. Examples: Null Hypothesis: H0: There is …

We want to test whether the mean GPA of students in American colleges is different from 2.0 (out of 4.0). The null and alternative hypotheses are: H0: μ = 2.0. Ha: μ ≠ 2.0. We want to test whether the …

Aug 11, 2025 · Explore best of the null and alternative hypothesis examples. The test begins by considering two hypotheses, called the null hypothesis, containing opposing viewpoints.

If you were conducting a hypothesis test to determine if the true proportion of people in that town suffering from depression or a depressive illness is lower than the percent in the general adult …

This page explains the null hypothesis (\ (H_0\)), which asserts no effect or difference exists in a study, illustrated with examples like comparing physicians' time with different patient weights.

May 14, 2025 · An overview of null and alternative hypotheses in statistical inference, covering definitions, hypothesis tests, significance, and examples.

The null hypothesis is assumed true until sample evidence indicates otherwise. Examples: H 0: μ = 157 or H 0: p = 0.35 Alternative hypothesis is the opposite of the null hypothesis. It contains the value of …

Aug 3, 2023 · An alternative hypothesis is usually used to state that a new theory is preferable to the old one (null hypothesis). This hypothesis can be simply termed as an alternative to the null hypothesis.