Sample size determination for proving equivalence based on the ratio of two means for normally distributed data
Equivalence trials aim to demonstrate that two treatments do not differ by more than a prespecified clinically irrelevant amount. We consider the problem when equivalence is defined in terms of the ratio of population means and the original (untransformed) data are normally distributed. Application...
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Published in | Statistics in medicine Vol. 18; no. 1; pp. 93 - 105 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Chichester, UK
John Wiley & Sons, Ltd
15.01.1999
Wiley |
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Abstract | Equivalence trials aim to demonstrate that two treatments do not differ by more than a prespecified clinically irrelevant amount. We consider the problem when equivalence is defined in terms of the ratio of population means and the original (untransformed) data are normally distributed. Application of the intersection‐union principle to the test proposed by Sasabuchi results in a two one‐sided tests procedure of size α. We give the associated 100 (1−2α) per cent confidence interval and derive the exact methods for calculation of power and sample sizes for the parallel group design and the two‐period cross‐over. We present tables and figures of required sample sizes and achieved power. Copyright © 1999 John Wiley & Sons, Ltd. |
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AbstractList | Equivalence trials aim to demonstrate that two treatments do not differ by more than a prespecified clinically irrelevant amount. We consider the problem when equivalence is defined in terms of the ratio of population means and the original (untransformed) data are normally distributed. Application of the intersection-union principle to the test proposed by Sasabuchi results in a two one-sided tests procedure of size alpha. We give the associated 100 (1-2 alpha) per cent confidence interval and derive the exact methods for calculation of power and sample sizes for the parallel group design and the two-period cross-over. We present tables and figures of required sample sizes and achieved power. Equivalence trials aim to demonstrate that two treatments do not differ by more than a prespecified clinically irrelevant amount. We consider the problem when equivalence is defined in terms of the ratio of population means and the original (untransformed) data are normally distributed. Application of the intersection‐union principle to the test proposed by Sasabuchi results in a two one‐sided tests procedure of size α. We give the associated 100 (1−2α) per cent confidence interval and derive the exact methods for calculation of power and sample sizes for the parallel group design and the two‐period cross‐over. We present tables and figures of required sample sizes and achieved power. Copyright © 1999 John Wiley & Sons, Ltd. |
Author | Kieser, Meinhard Diletti, Edgar Burke, Martin Hauschke, Dieter |
Author_xml | – sequence: 1 givenname: Dieter surname: Hauschke fullname: Hauschke, Dieter organization: Department of Biometry, Byk Gulden Pharmaceuticals, Byk-Gulden-Str. 2, 78467 Konstanz, Germany – sequence: 2 givenname: Meinhard surname: Kieser fullname: Kieser, Meinhard organization: Department of Biometry, Dr. Willmar Schwabe Pharmaceuticals, Willmar-Schwabe-Str. 4, 76227 Karlsruhe, Germany – sequence: 3 givenname: Edgar surname: Diletti fullname: Diletti, Edgar organization: Department of Biometry, Byk Gulden Pharmaceuticals, Byk-Gulden-Str. 2, 78467 Konstanz, Germany – sequence: 4 givenname: Martin surname: Burke fullname: Burke, Martin organization: Department of Biometry, Byk Gulden Pharmaceuticals, Byk-Gulden-Str. 2, 78467 Konstanz, Germany |
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Cites_doi | 10.1007/BF01068419 10.1214/ss/1032280304 10.1007/BF01063556 10.1002/sim.4780132315 10.2206/kyushumfs.42.37 10.4324/9780203009277 10.2307/2530412 10.1093/biomet/81.1.103 10.2307/1267823 10.1007/BF01059558 10.2206/kyushumfs.42.9 10.1177/009286159603000123 10.1007/BF01143188 10.1136/bmj.313.7048.36 10.1080/03610929408831264 10.1093/biomet/83.4.934 10.1093/biomet/83.1.236 10.2307/2530711 |
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Keywords | Statistical method Equivalence relation Treatment Sample size Gaussian distribution Clinical trial Test power Modeling Confidence interval |
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References_xml | – start-page: 51 year: 1990 end-page: 54 article-title: Confidence intervals in bioequivalence assessment publication-title: American Statistical Association, Proceedings of the Biopharmaceutical Section – volume: 48 start-page: 179 year: 1995 end-page: 184 article-title: Sample sizes for comparative inhaled corticosteroid trials with emphasis on showing therapeutic equivalence publication-title: European Journal of Clinical Pharmacology – volume: 30 start-page: 195 year: 1996 end-page: 200 article-title: Recommendations concerning studies on therapeutic equivalence publication-title: Drug Information Journal – volume: 42 start-page: 9 year: 1988 end-page: 19 article-title: A multivariate one‐sided test with composite hypotheses determined by linear inequalities when the covariance matrix has an unknown scale factor publication-title: Memoirs of the Faculty of Science, Kyushu University, Series A, Mathematics – year: 1935 – volume: 23 start-page: 421 year: 1994 end-page: 434 article-title: Evaluation of log‐transformation in assessing bioequivalence publication-title: Communications in Statistics – Theory and Methods – start-page: 121 year: 1989 end-page: 126 article-title: Confidence intervals for the ratio of two means from a crossover study publication-title: American Statistical Association, Proceedings of the Biopharmaceutical Section – volume: 42 start-page: 37 year: 1988 end-page: 46 article-title: A multivariate one‐sided test with composite hypotheses when the covariance matrix is completely unknown publication-title: Memoirs of the Faculty of Science, Kyushu University, Series A, Mathematics – year: 1989 – volume: 42 start-page: 961 year: 1986 end-page: 965 article-title: The calculation of probabilities in rejecting bioequivalence publication-title: Biometrics – volume: 15 start-page: 657 year: 1987 end-page: 680 article-title: A comparison of the two one‐sided tests procedure and the power approach for assessing the equivalence of average bioavailability publication-title: Journal of Pharmacokinetics and Biopharmaceutics – volume: 81 start-page: 103 year: 1994 end-page: 114 article-title: Confidence intervals associated with tests for bioequivalence publication-title: Biometrika – volume: 83 start-page: 934 year: 1996 end-page: 937 article-title: A unifying approach for confidence intervals and testing of equivalence and difference publication-title: Biometrika – volume: 37 start-page: 213 year: 1981 end-page: 222 article-title: Comparison of different methods for decision‐making in bioequivalence assessment publication-title: Biometrics – volume: 13 start-page: 2531 year: 1994 end-page: 2545 article-title: Fieller's confidence intervals for the ratio of two means in the assessment of average bioequivalence from crossover data publication-title: Statistics in Medicine – year: 1992 – volume: 11 start-page: 283 year: 1996 end-page: 319 article-title: Bioequivalence trials, intersection‐union tests and equivalence confidence sets (with discussion) publication-title: Statistical Science – year: 1994 – volume: 18 start-page: 137 year: 1990 end-page: 144 article-title: Power of the two one‐sided tests procedure in bioequivalence publication-title: Journal of Pharmacokinetics and Biopharmaceutics – volume: 83 start-page: 236 year: 1996 end-page: 237 article-title: A note on Welch's approximate t‐solution to bioequivalence assessment publication-title: Biometrika – volume: 29 start-page: 1 year: 1991 end-page: 8 article-title: Sample size determination for bioequivalence assessment by means of confidence intervals publication-title: International Journal of Clinical Pharmacology, Therapy and Toxicology – volume: 20 start-page: 101 year: 1992 end-page: 104 article-title: Sample size determination for the two one‐sided tests procedure in bioequivalence publication-title: Journal of Pharmacokinetics and Biopharmaceutics – year: 1997 – year: 1995 – volume: 24 start-page: 295 year: 1982 end-page: 300 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SubjectTerms | Administration, Inhalation Adrenal Cortex Hormones - administration & dosage Adrenal Cortex Hormones - pharmacokinetics Adrenal Cortex Hormones - therapeutic use Asthma - drug therapy Biological and medical sciences Computerized, statistical medical data processing and models in biomedicine Confidence Intervals Cross-Over Studies Humans Medical sciences Medical statistics Normal Distribution Numerical Analysis, Computer-Assisted Sample Size Therapeutic Equivalency |
Title | Sample size determination for proving equivalence based on the ratio of two means for normally distributed data |
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