COMMENTS

  1. Null & Alternative Hypotheses

    Learn how to write null and alternative hypotheses for different statistical tests. The null hypothesis (H0) is the claim that there's no effect in the population, while the alternative hypothesis (Ha) is the claim that there's an effect.

  2. Null and Alternative Hypotheses

    Learn what null and alternative hypotheses are, how to write them, and how to use them in statistical testing. The null hypothesis is the claim that there's no effect in the population, while the alternative hypothesis is the claim that there's an effect in the population.

  3. What is an Alternative Hypothesis in Statistics?

    An alternative hypothesis is a statement that challenges the null hypothesis in a hypothesis test. It can be one-tailed or two-tailed depending on whether it specifies a direction or not. See examples of alternative hypotheses in different situations.

  4. 9.1: Null and Alternative Hypotheses

    Learn how to formulate and test null and alternative hypotheses in statistics. The null hypothesis is a statement of no difference or no relationship between variables, while the alternative hypothesis is a claim of difference or relationship.

  5. 9.1 Null and Alternative Hypotheses

    Learn how to formulate null and alternative hypotheses for statistical tests. This web page is part of a free textbook on statistics by OpenStax, a nonprofit organization that provides educational resources.

  6. Alternative Hypothesis

    Definition. The alternative hypothesis is a statement that proposes a specific effect, relationship, or difference that researchers expect to find in a study, contrasting the null hypothesis, which suggests no effect or relationship. It serves as the basis for hypothesis testing and is critical in determining whether observed data provides ...

  7. Alternative hypothesis

    An alternative hypothesis is one of the proposed statements in a statistical test, which is usually consistent with the research hypothesis. It is tested against the null hypothesis, which is a statement of no effect or no difference, and rejected if there is sufficient evidence against it.

  8. 8.1: The null and alternative hypotheses

    Alternative hypothesis. Alternative hypothesis \(\left(H_{A}\right)\): If we conclude that the null hypothesis is false, or rather and more precisely, we find that we provisionally fail to reject the null hypothesis, then we provisionally accept the alternative hypothesis.The view then is that something other than random chance has influenced the sample observations.

  9. Alternative Hypothesis

    Definition. The alternative hypothesis is a statement that suggests a potential effect or relationship exists in a population, contradicting the null hypothesis, which posits no effect or relationship. It plays a crucial role in statistical testing as it helps researchers identify and test assumptions about the data they collect.

  10. 7.4: The Alternative Hypothesis

    The alternative hypothesis is the statement that is tested when a null hypothesis is not true. It can be a one-tailed or a two-tailed alternative hypothesis, depending on whether the researcher expects a difference in a specific direction or not.

  11. Null and Alternative Hypotheses

    Learn how to formulate and test null and alternative hypotheses in statistics. The null hypothesis (H0) is a statement about the population that is either believed to be true or used to put forth an argument, while the alternative hypothesis (Ha) is its contradictory claim.

  12. Research Hypothesis In Psychology: Types, & Examples

    A research hypothesis is a testable prediction about the results of a study, connecting theory to data and guiding the research process. Learn about different types of hypotheses, such as alternative, null, directional, and non-directional, and how to write and test them.

  13. Research Hypothesis: What It Is, Types + How to Develop?

    Learn what a research hypothesis is, why it's important, and the characteristics of a good one. Explore the different types of hypotheses, such as null, alternative, and directional, and how to create and test them.

  14. Hypothesis Testing

    Learn how to test hypotheses using statistics in 5 steps: state your null and alternate hypothesis, collect data, perform a statistical test, decide whether to reject or fail to reject your null hypothesis, and present your findings. See examples of hypothesis testing in different contexts and scenarios.

  15. 17 Examples of an Alternative Hypothesis

    The definition of alternative hypothesis with examples. An alternative hypothesis is a hypothesis that there is a relationship between variables. This includes any hypothesis that predicts positive correlation, negative correlation, non-directional correlation or causation.The only hypothesis that isn't an alternative hypothesis is a null hypothesis that predicts no relationship between ...

  16. What is a Hypothesis

    A hypothesis is an educated guess or proposed explanation for a phenomenon, based on some initial observations or data. It is used in scientific research to guide experiments and test predictions. Learn about different types of hypotheses, how to write them and how they are applied in various fields.

  17. What Is A Research Hypothesis? A Simple Definition

    A research hypothesis is a statement about the expected outcome of a study that is clear, specific and testable. Learn how to write a research hypothesis, the difference between a null and alternative hypothesis, and see examples from academic research.

  18. 8.4: The Alternative Hypothesis

    The alternative hypothesis is the mathematical way of stating our research question and the reverse of the null hypothesis. It can be directional (greater than, less than, or not equal to) or non-directional (equal to). Learn how to write and use alternative hypotheses in words and symbols.

  19. Alternative hypothesis

    An alternative hypothesis is a statement that proposes a potential outcome or effect that differs from the null hypothesis, suggesting that there is a statistically significant relationship between variables. It serves as the primary focus in hypothesis testing, aiming to support the idea that changes or differences exist as a result of certain factors rather than random chance.

  20. Alternative Hypothesis: Definition, Types and Examples

    Learn what an alternative hypothesis is, how to formulate it, and how to test it in statistical hypothesis testing. See examples of one-tailed and two-tailed alternative hypotheses and their applications.