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  1. Null and Alternative Hypotheses | Definitions & Examples

    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 …

  2. Null & Alternative Hypotheses - Statistics Resources - LibGuides …

    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 …

  3. 8.1 Null and Alternative Hypotheses – Introduction to Statistics ...

    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 …

  4. Top 10 Null and Alternative Hypothesis Examples

    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.

  5. Null and Alternative Hypotheses | Introduction to Statistics

    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 …

  6. 7.2: The Null and Alternative Hypotheses - Statistics LibreTexts

    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.

  7. Examples of hypothesis tests - web.stanford.edu

    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 …

  8. 9.1 Null and Alternative Hypotheses – Statistics Study Guide

    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 …

  9. Mastering Null and Alternative Hypotheses

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

  10. How to Write a Null Hypothesis (5 Examples) - Statology

    Mar 10, 2021 · This tutorial explains how to write a null hypothesis, including several step-by-step examples.