サインイン

There are three types of hypothesis tests: right-tailed, left-tailed, and two-tailed.

When the null and alternative hypotheses are stated, it is observed that the null hypothesis is a neutral statement against which the alternative hypothesis is tested. The alternative hypothesis is a claim that instead has a certain direction. If the null hypothesis claims that p = 0.5, the alternative hypothesis would be an opposing statement to this and can be put either p > 0.5, p < 0.5, or p ≠ 0.5. In all these alternative hypotheses statements, the inequality symbols indicate the direction of the hypothesis. Based on the direction mentioned in the hypothesis, the type of hypothesis test can be decided for the given population parameter.

When the alternative hypothesis claims p > 0.5 (notice the 'greater than symbol), the critical region would fall at the right side of the probability distribution curve. In this case, the right-tailed hypothesis test is used.

When the alternative hypothesis claims p < 0.5 (notice the 'less than' symbol), the critical region would fall at the left side of the probability distribution curve. In this case, the left-tailed hypothesis test is used.

In the case of the alternative hypothesis p ≠ 0.5, a definite direction cannot be decided, and therefore the critical region falls at both the tails of the probability distribution curve. In this case, the two-tailed test should be used.

タグ
Hypothesis TestingNull HypothesisAlternative HypothesisRight tailed TestLeft tailed TestTwo tailed TestPopulation ParameterCritical RegionProbability Distribution CurveDirectional Hypothesis

章から 9:

article

Now Playing

9.5 : Types of Hypothesis Testing

仮説検証

24.9K 閲覧数

article

9.1 : 仮説とは?

仮説検証

9.1K 閲覧数

article

9.2 : 帰無仮説と対立仮説

仮説検証

7.5K 閲覧数

article

9.3 : 臨界領域、棄却限界値、有意水準

仮説検証

11.4K 閲覧数

article

9.4 : P値

仮説検証

6.4K 閲覧数

article

9.6 : 意思決定:p値法

仮説検証

5.0K 閲覧数

article

9.7 : 意思決定:従来の方法

仮説検証

3.8K 閲覧数

article

9.8 : 仮説:受け入れるか拒否しないか?

仮説検証

26.9K 閲覧数

article

9.9 : 仮説検定のエラー

仮説検証

3.9K 閲覧数

article

9.10 : 人口比率に関する主張の検定

仮説検証

3.2K 閲覧数

article

9.11 : 平均に関するクレームのテスト: 既知の母集団 SD

仮説検証

2.6K 閲覧数

article

9.12 : 平均値に関するクレームのテスト: 母集団 SD 不明

仮説検証

3.3K 閲覧数

article

9.13 : 標準偏差に関する主張の検定

仮説検証

2.4K 閲覧数

JoVE Logo

個人情報保護方針

利用規約

一般データ保護規則

研究

教育

JoVEについて

Copyright © 2023 MyJoVE Corporation. All rights reserved