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On the assessment of dose proportionality: a comparison of two slope approaches.

Publication ,  Journal Article
Cheng, B; Chow, S-C; Su, W-L
Published in: J Biopharm Stat
May 2006

The problem for assessment of dose proportionality (or linearity) is studied. Various methods for assessment of dose proportionality (or linearity) such as ANOVA type F-test have been proposed. Cheng et al. (2006) proposed an alternative approach based on the slopes of adjacent dose levels under a crossover design. They showed that when dose proportionality (or linearity) cannot be established, their proposed slope approach is useful for evaluation of the degree of departure from dose proportionality (or linearity). In this article, we propose the use of slopes between the dose level and the initial dose (baseline), which we refer to as the baseline slope approach. The two slope approaches are compared under a parallel group design by means of an ANOVA type F-test and other tests. Simulation studies show that the proposed method has a satisfactory small sample performance.

Duke Scholars

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Published In

J Biopharm Stat

DOI

ISSN

1054-3406

Publication Date

May 2006

Volume

16

Issue

3

Start / End Page

385 / 392

Location

England

Related Subject Headings

  • Statistics & Probability
  • Pharmacokinetics
  • Linear Models
  • Dose-Response Relationship, Drug
  • Data Interpretation, Statistical
  • Cross-Over Studies
  • Computer Simulation
  • Clinical Trials as Topic
  • Analysis of Variance
  • 4905 Statistics
 

Citation

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Cheng, B., Chow, S.-C., & Su, W.-L. (2006). On the assessment of dose proportionality: a comparison of two slope approaches. J Biopharm Stat, 16(3), 385–392. https://doi.org/10.1080/10543400600629906
Cheng, Bin, Shein-Chung Chow, and Wei-Lun Su. “On the assessment of dose proportionality: a comparison of two slope approaches.J Biopharm Stat 16, no. 3 (May 2006): 385–92. https://doi.org/10.1080/10543400600629906.
Cheng B, Chow S-C, Su W-L. On the assessment of dose proportionality: a comparison of two slope approaches. J Biopharm Stat. 2006 May;16(3):385–92.
Cheng, Bin, et al. “On the assessment of dose proportionality: a comparison of two slope approaches.J Biopharm Stat, vol. 16, no. 3, May 2006, pp. 385–92. Pubmed, doi:10.1080/10543400600629906.
Cheng B, Chow S-C, Su W-L. On the assessment of dose proportionality: a comparison of two slope approaches. J Biopharm Stat. 2006 May;16(3):385–392.
Journal cover image

Published In

J Biopharm Stat

DOI

ISSN

1054-3406

Publication Date

May 2006

Volume

16

Issue

3

Start / End Page

385 / 392

Location

England

Related Subject Headings

  • Statistics & Probability
  • Pharmacokinetics
  • Linear Models
  • Dose-Response Relationship, Drug
  • Data Interpretation, Statistical
  • Cross-Over Studies
  • Computer Simulation
  • Clinical Trials as Topic
  • Analysis of Variance
  • 4905 Statistics