Skip to main content
Journal cover image

An adapted F-test for homogeneity of variability in follow-on biological products.

Publication ,  Journal Article
Yang, J; Zhang, N; Chow, S-C; Chi, E
Published in: Stat Med
February 10, 2013

In recent years, follow-on biological products (biosimilars) have received much attention from both the biotechnology industry and the regulatory agencies, especially after the passage of the 2010 healthcare reform bill. Unlike the traditional small-molecule drug products, the development of biological products is not only more complicated but also sensitive to small changes (both mean and variation) in procedure/environment during the manufacturing process because of some fundamental differences between drug products and biological products. A small change will have an impact on the quality of the product and consequently the treatment effect. Thus, in addition to the assessment of biosimilarity in average, it was suggested that biosimilarity in variability between biological products should be assessed. In this article, we propose an adapted F-test for homogeneity of variances to assess biosimilarity in variability. We study the performance and concordance of the proposed adapted F-test and compare it with probability-based method by extensive Monte Carlo simulations.

Duke Scholars

Published In

Stat Med

DOI

EISSN

1097-0258

Publication Date

February 10, 2013

Volume

32

Issue

3

Start / End Page

415 / 423

Location

England

Related Subject Headings

  • Statistics & Probability
  • Sample Size
  • Probability
  • Monte Carlo Method
  • Drug Evaluation
  • Biosimilar Pharmaceuticals
  • Algorithms
  • 4905 Statistics
  • 4202 Epidemiology
  • 1117 Public Health and Health Services
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Yang, J., Zhang, N., Chow, S.-C., & Chi, E. (2013). An adapted F-test for homogeneity of variability in follow-on biological products. Stat Med, 32(3), 415–423. https://doi.org/10.1002/sim.5568
Yang, Jun, Nan Zhang, Shein-Chung Chow, and Eric Chi. “An adapted F-test for homogeneity of variability in follow-on biological products.Stat Med 32, no. 3 (February 10, 2013): 415–23. https://doi.org/10.1002/sim.5568.
Yang J, Zhang N, Chow S-C, Chi E. An adapted F-test for homogeneity of variability in follow-on biological products. Stat Med. 2013 Feb 10;32(3):415–23.
Yang, Jun, et al. “An adapted F-test for homogeneity of variability in follow-on biological products.Stat Med, vol. 32, no. 3, Feb. 2013, pp. 415–23. Pubmed, doi:10.1002/sim.5568.
Yang J, Zhang N, Chow S-C, Chi E. An adapted F-test for homogeneity of variability in follow-on biological products. Stat Med. 2013 Feb 10;32(3):415–423.
Journal cover image

Published In

Stat Med

DOI

EISSN

1097-0258

Publication Date

February 10, 2013

Volume

32

Issue

3

Start / End Page

415 / 423

Location

England

Related Subject Headings

  • Statistics & Probability
  • Sample Size
  • Probability
  • Monte Carlo Method
  • Drug Evaluation
  • Biosimilar Pharmaceuticals
  • Algorithms
  • 4905 Statistics
  • 4202 Epidemiology
  • 1117 Public Health and Health Services