Using graphical displays of exact overall significance levels as a guideline for choosing a significance level for pairwise comparisons of a dichotomous variable.

Abstract:

:Exact overall significance levels for selected sample sizes and response probabilities are graphically displayed when a dichotomous variable is compared between a placebo and two or more active treatments. A Z-statistic with a pooled variance estimator is used as the test statistic and critical values are based on the (1 - alpha/2)th percentile of the standard normal distribution. These figures are used as a simple guideline for choosing significance levels that achieve a desired overall significance level. If an overall significance level of 0.05 is desired when comparing a placebo to two, three, or four active treatments, the recommended significance levels to be used for each of the two, three, or four pairwise comparisons are 0.027, 0.019, or 0.015. If an overall significance level of 0.10 is desired, the corresponding recommended significance levels are 0.055, 0.039, or 0.031.

journal_name

J Biopharm Stat

authors

Whaley FS

doi

10.1081/BIP-120024207

keywords:

subject

Has Abstract

pub_date

2003-11-01 00:00:00

pages

753-66

issue

4

eissn

1054-3406

issn

1520-5711

journal_volume

13

pub_type

杂志文章
  • Bayesian assessment of the influence and interaction conditions in multipopulation tailoring clinical trials.

    abstract::Multipopulation tailoring trials provide a trial design option that supports the realization of tailored therapeutics or personalized medicine. Several recent publications have focused on statistical and clinical considerations that arise in these trials that are designed to study the overall treatment effect in a pop...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543406.2013.856025

    authors: Millen BA,Dmitrienko A,Song G

    更新日期:2014-01-01 00:00:00

  • Approximately optimal designs for phase II clinical studies.

    abstract::There is no consensus on determination of sample size in phase II clinical trials. The use of Bayesian decision theory has been proposed by Stallard (1), among others. In this article, optimal three-stage designs are obtained using decision theory. These are compared with procedures proposed by Schoenfeld (2), Ensign ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409808835253

    authors: Stallard N

    更新日期:1998-07-01 00:00:00

  • Impact of model misspecification at design (and/or) estimation step in population pharmacokinetic studies.

    abstract::The aim of this work is to quantitatively assess the impact of structural model misspecifications on the estimates of mean and interindividual variability of clearance in the context of population approaches. This assessment is conducted from simulated datasets. Our results show that impact magnitude of model misspeci...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120028516

    authors: Merlé Y,Aouimer A,Tod M

    更新日期:2004-02-01 00:00:00

  • Estimation of the combined response to treatment in multicenter trials.

    abstract::Analyses of multicenter trials consider the estimated treatment effect differences of the individual centers and combine them into an estimate of the overall treatment effect. There has been much debate in the literature concerning the best way to combine these treatment effect differences. We emphasize that first of ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:

    authors: Dragalin V,Fedorov V,Jones B,Rockhold F

    更新日期:2001-11-01 00:00:00

  • Modeling sustained treatment effects in tumor xenograft experiments.

    abstract::In cancer drug development, demonstrated efficacy in tumor xenograft models is an important step toward bringing a promising compound to human use. A key outcome variable is tumor volume measured over a period of time, while mice are treated with certain treatment regimens. A constrained parametric model has been prop...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.901340

    authors: Fang HB,Deng D,Zhang T,Tan M

    更新日期:2014-01-01 00:00:00

  • Testing for group structure in high-dimensional data.

    abstract::With the use of finite mixture models for the clustering of a data set, the crucial question of how many clusters there are in the data can be addressed by testing for the smallest number of components in the mixture model compatible with the data. We investigate the performance of a resampling approach to this latter...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.608342

    authors: McLachlan GJ,Rathnayake SI

    更新日期:2011-11-01 00:00:00

  • Influence Analysis for the Area Under the Receiver Operating Characteristic Curve.

    abstract::Classification measures play essential roles in the assessment and construction of classifiers. Hence, determining how to prevent these measures from being affected by individual observations has become an important problem. In this paper, we propose several indexes based on the influence function and the concept of l...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1377728

    authors: Ke BS,Chiang AJ,Chang YI

    更新日期:2018-01-01 00:00:00

  • Three-arm noninferiority trials with a prespecified margin for inference of the difference in the proportions of binary endpoints.

    abstract::The design of a three-arm trial including the experimental treatment, an active reference treatment, and a placebo is recommended as a useful approach to the assessment of noninferiority of the experimental treatment. The inclusion of the placebo arm enables the assessment of assay sensitivity and internal validation,...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.789893

    authors: Hida E,Tango T

    更新日期:2013-01-01 00:00:00

  • A simple and powerful method for the estimation of intervention effects on serological endpoints using paired interval-censored data.

    abstract::Clinical trials often use a binary "fold increase" endpoint defined according to the ratio of interval-censored measurement at end-of-study to that at baseline. We propose a simple yet principled analytic approach based on the linear mixed-effects model for interval-censored data for the analysis of such paired measur...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.919936

    authors: Xu Y,Lam KF,Ooi EE,Wilder-Smith A,Paton NI,Lee LS,Cheung YB

    更新日期:2015-01-01 00:00:00

  • Symmetry in square contingency tables: tests of hypotheses and confidence interval construction.

    abstract::Bowker's test, a generalization of McNemar's test, performs well under the hypothesis of symmetry, but the estimator of variance used in the test is biased when the table is asymmetric and this calls into question the test's performance in non-null situations. We seek an alternative to Bowker's test in search of metho...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-100104195

    authors: May WL,Johnson WD

    更新日期:2001-02-01 00:00:00

  • Factorial dose-response studies using frequency and magnitude of dose.

    abstract::In the early stages of traditional drug development, the frequency of dosing (e.g., QD, BID, etc.) is typically determined by the pharmacokinetic properties of a compound. After an appropriate dose frequency is chosen, the magnitude of dose is then evaluated via parallel-group dose-response trials. For some drugs, how...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409608835141

    authors: Hafner KB,Ruberg SJ

    更新日期:1996-07-01 00:00:00

  • A bootstrap-based test for establishing noninferiority in clinical trials.

    abstract::A randomized, active-control clinical trial setting with the objective of testing noninferiority for a continuous response variable is considered. Noninferiority margin is based on the concept of preserving a certain fraction of the active control effect. Noninferiority is established if the ratio of the lower (upper)...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400600609478

    authors: Chen M,Kianifard F,Dhar SK

    更新日期:2006-05-01 00:00:00

  • Bayesian design for two-arm randomized Phase II clinical trials with endpoints from the exponential family using multiple constraints.

    abstract::Frequentist design for two-arm randomized Phase II clinical trials with outcomes from the exponential dispersion family was proposed previously, where the total sample sizes are minimized under multiple constraints on the standard errors of the estimated group means and their difference. This design was generalized fr...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1402779

    authors: Jiang W,Wick JA,He J,Mahnken JD,Mayo MS

    更新日期:2018-01-01 00:00:00

  • Sample size determination for Bayesian analysis of small n sequential, multiple assignment, randomized trials (snSMARTs) with three agents.

    abstract::The small n, Sequential, Multiple Assignment, Randomized Trial (snSMART) is a two-stage clinical trial design for rare diseases motivated by the comparison of three active treatments for isolated skin vasculitis in the ongoing clinical trial ARAMIS (a randomized multicenter study for isolated skin vasculitis, NCT09239...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2020.1815032

    authors: Wei B,Braun TM,Tamura RN,Kidwell K

    更新日期:2020-09-06 00:00:00

  • New tests for null hypothesis of non unity ratio of proportions.

    abstract::Testing for noninferiority and equivalence between an experimental therapy and a standard therapy in terms of the ratio of binomial proportions is considered. New tests based on the Fieller-Hinkley distribution of the ratio of random variables are proposed. Restricted maximum likelihood estimates of the null variances...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400601177426

    authors: Koti KM

    更新日期:2007-01-01 00:00:00

  • Design and analysis of biomarker-integrated clinical trials with adaptive threshold detection and flexible patient enrichment.

    abstract::We propose a new adaptive threshold detection and enrichment design in which the biomarker threshold is adaptively estimated and updated by optimizing a trade-off between the size of the biomarker positive population and the magnitude of the treatment effect in that population. Enrichment is based on an enrollment cri...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2020.1832110

    authors: Wang T,Wang X,George SL,Zhou H

    更新日期:2020-11-11 00:00:00

  • FDA draft guidance on adaptive design clinical trials: Pfizer's perspective.

    abstract::The Food and Drug Administration of the United States issued a draft guidance on adaptive design clinical trials in February 2010. This draft guidance has attracted a lot of attention because of the increasing interest in adaptive trials by the pharmaceutical industry in recent years. In this paper, we report on highl...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2010.514456

    authors: Chuang-Stein C,Beltangady M

    更新日期:2010-11-01 00:00:00

  • Multivariate nonparametric analysis for the two-period crossover design with application in clinical trials.

    abstract::Nonparametric methods are presented for the analysis of the two-treatment, two-period crossover design with multivariate response. After forming within-subject sums and differences, the usual tests, including those for carry-over effects and direct treatment effects, can be constructed using a multivariate analysis of...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409308835045

    authors: Johnson WD,Grender JM

    更新日期:1993-03-01 00:00:00

  • Statistical inference following sample size adjustment based on the 50%-conditional-power principle.

    abstract::Sample size adjustment at an interim analysis can mitigate the risk of failing to meet the study objective due to lower-than-expected treatment effect. Without modification to the conventional statistical methods, the type I error rate will be inflated, primarily caused by increasing sample size when the interim obser...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1372766

    authors: Chen YHJ,Yuan SS,Li X

    更新日期:2018-01-01 00:00:00

  • New nonparametric confidence intervals for the Youden index.

    abstract::The Youden index, a main summary index for the receiver operating characteristic (ROC) curve, is a comprehensive measurement for the effectiveness of a diagnostic test. For a continuous-scale diagnostic test, the optimal cut point for positive disease is the cut point leading to the maximization of the sum of sensitiv...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.592234

    authors: Zhou H,Qin G

    更新日期:2012-01-01 00:00:00

  • Measuring parallelism, linearity, and relative potency in bioassay and immunoassay data.

    abstract::There is often a need to determine parallelism or linearity between pairs of dose-response data sets for various biological applications. This article describes a technique based on a modification of the well-known extra-sum-of-squares principle of statistical regression. The standard extra-sum-of-squares method uses ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-200056532

    authors: Gottschalk PG,Dunn JR

    更新日期:2005-01-01 00:00:00

  • A useful testing strategy in phase III trials: combined test of superiority and test of equivalence.

    abstract::A useful testing strategy is proposed for a confirmatory phase III clinical trial. It consists of a combined test of superiority and test of equivalence, and it is easy to apply. By introducing the strategy, we can perform a post hoc analysis in a confirmatory experiment. Thus a more flexible decision will be possible...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409508835115

    authors: Morikawa T,Yoshida M

    更新日期:1995-11-01 00:00:00

  • Robust small-sample inference for fixed effects in general Gaussian linear models.

    abstract::Although asymptotically, the empirical covariance estimator is consistent and robust with respect to the selection of the working correlation matrix, when the sample size is small, its bias may not be negligible. This article proposes a small sample correction for the empirical covariance estimator in general Gaussian...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.557792

    authors: Fan C,Zhang D,Zhang CH

    更新日期:2012-01-01 00:00:00

  • Mixed-effect models to assess consistency and reliability across multiple evaluations.

    abstract::The issue of consistency and reliability arises frequently in applied clinical trials, and there is a considerable amount of literature on this topic. For a continuous random variable, we describe a process to assess whether the mean and variance are the same from one evaluation to the other and we derive the intracla...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120022773

    authors: Kao TC,Sparling Y,Rochon J

    更新日期:2003-08-01 00:00:00

  • Stochastic optimization of adaptive enrichment designs for two subpopulations.

    abstract::An adaptive enrichment design is a randomized trial that allows enrollment criteria to be modified at interim analyses, based on a preset decision rule. When there is prior uncertainty regarding treatment effect heterogeneity, these trial designs can provide improved power for detecting treatment effects in subpopulat...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2018.1489401

    authors: Fisher A,Rosenblum M,Alzheimer’s Disease Neuroimaging Initiative.

    更新日期:2018-01-01 00:00:00

  • Bayesian approach for cure models with a change-point based on covariate threshold: application to breast cancer data.

    abstract::In this study, a Bayesian approach was suggested to estimate a change-point according to a covariate threshold when some patients never experienced the event of interest. Gibbs sampler algorithm with latent binary cure indicators was used to simplify the implementation of Markov chain Monte Carlo method. Then, the acc...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2019.1632877

    authors: Shamsi F,Baghestani AR,Binesh F

    更新日期:2020-03-01 00:00:00

  • Design effects for highly clustered count data with varying length of follow-up--applying to the analysis of ICD shocks.

    abstract::Highly clustered count data are commonly seen in medical device clinical studies such as cardiac rhythm management. For instance, anti-arrhythmia shocks delivered from an implantable cardioverter-defibrillator (ICD) often occur as "storms", i.e., multiple shocks within a short period of time. There are unique challeng...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400701668241

    authors: Wang ZJ

    更新日期:2008-01-01 00:00:00

  • Bayesian optimal designs for pharmacokinetic models: sensitivity to uncertainty.

    abstract::We studied the sensitivity of the number of unique design points and their placement, in Bayesian optimal designs for pharmacokinetic models, with respect to the magnitude of prior uncertainty. We used two and three-parameter pharmacokinetic models with fixed and mixed effects and two Bayesian optimal design criteria,...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400701514007

    authors: Dokoumetzidis A,Aarons L

    更新日期:2007-01-01 00:00:00

  • On statistical tests for homogeneity of two bivariate zero-inflated Poisson populations.

    abstract::The problem of testing treatment difference in the occurrence of a study endpoint in a randomized parallel-group comparative clinical trial with repeated responses under the assumption that the responses follow a bivariate zero-inflated Poisson (ZIP) distribution is considered. Likelihood ratio test for homogeneity of...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.919934

    authors: Yuen HK,Chow SC,Tse SK

    更新日期:2015-01-01 00:00:00

  • Statistical test for evaluation of biosimilarity in variability of follow-on biologics.

    abstract::As more biologic products are going off patent protection, the development of follow-on biologics products has received much attention from both biotechnology industry and the regulatory agencies. Unlike small-molecule drug products, the development of biologic products is very different and variable via the manufactu...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543400903367097

    authors: Hsieh TC,Chow SC,Liu JP,Hsiao CF,Chi E

    更新日期:2010-01-01 00:00:00