Sample size determination given data of preliminary experiment for Student's t-test, ANOVA and Tukey's multiple comparison
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- Hashimoto Takamitsu
- Department of Cognitive and Behavioral Science, Graduate School of Arts and Sciences, University of Tokyo
Bibliographic Information
- Other Title
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- 予備実験後のt検定,分散分析,多重比較のサンプルサイズの決定
- ヨビ ジッケン ゴ ノ t ケンテイ ブンサン ブンセキ タジュウ ヒカク ノ サンプルサイズ ノ ケッテイ
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Description
The purpose of this article is to calculate the probability that a null hypothesis is rejected using data of preliminary experiment, and to determine an appropriate sample size based on that probability. The procedure to calculate that probability is as follows: (a) generate parameters from the posterior distribution of parameters given data of preliminary experiment; (b) generate test statistics from the conditional distribution given those parameters; (c) count how many of the generated test statistics exceed a critical value. Once the probability of rejecting null hypothesis is estimated, researchers can decide sample size corresponding to the desirable probability. Examples of the procedure are provided and compared with the traditional methods in the case of Student's t-test.
Journal
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- The Japanese journal of psychology
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The Japanese journal of psychology 75 (3), 213-219, 2004
The Japanese Psychological Association
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Keywords
Details 詳細情報について
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- CRID
- 1390282680054163584
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- NII Article ID
- 130002027388
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- NII Book ID
- AN00123620
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- ISSN
- 18841082
- 00215236
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- NDL BIB ID
- 7088252
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- PubMed
- 15745067
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- PubMed
- CiNii Articles
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- Abstract License Flag
- Disallowed