On identifying effective and superior drug combinations via Holm's procedure based on the min tests.

Abstract:

:In this paper I consider a problem of identifying all effective and superior drug combinations. I formulate this problem in terms of a family of hypotheses and propose a two-stage method to solve it. The first stage uses individual p-values obtained via the Min tests, whereas Holm's approach is employed in the second stage to draw simultaneous inferences. This procedure is shown to control the family-wise error rate in a strong sense. The performance of the procedure is studied by simulation for different parameter settings. The conclusions of the simulation study are stated in terms of the power, family-wise error rate and lack of power.

journal_name

J Biopharm Stat

authors

Soulakova JN

doi

10.1080/10543400802622469

subject

Has Abstract

pub_date

2009-01-01 00:00:00

pages

280-91

issue

2

eissn

1054-3406

issn

1520-5711

pii

908654544

journal_volume

19

pub_type

杂志文章
  • Some controversial multiple testing problems in regulatory applications.

    abstract::Multiple testing problems in regulatory applications are often more challenging than the problems of handling a set of mathematical symbols representing multiple null hypotheses under testing. In the union-intersection setting, it is important to define a family of null hypotheses relevant to the clinical questions at...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400802541693

    authors: Hung HM,Wang SJ

    更新日期:2009-01-01 00:00:00

  • Mixed-effects varying-coefficient model with skewed distribution coupled with cause-specific varying-coefficient hazard model with random-effects for longitudinal-competing risks data analysis.

    abstract::It is well known that there is strong relationship between HIV viral load and CD4 cell counts in AIDS studies. However, the relationship between them changes during the course of treatment and may vary among individuals. During treatments, some individuals may experience terminal events such as death. Because the term...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2015.1052493

    authors: Lu T,Wang M,Liu G,Dong GH,Qian F

    更新日期:2016-01-01 00:00:00

  • False-positive error rates in routine application of repeated measurements ANOVA.

    abstract::Failure to recognize the serious implications of heterogeneous correlations and disregard of the multiple test problem in interpreting the results from repeated measurements ANOVA of any single primary outcome measure can produce false-positive error rates that are more than five times the alpha level that is reported...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409608835123

    authors: Overall JE,Doyle SR

    更新日期:1996-03-01 00:00:00

  • Frequency estimator for assessing of follow-on biologics.

    abstract::For approval of generic drugs, the U.S. Food and Drug Administration (FDA) requires the evidence of bioequivalence in average bioavailability be provided. This is based on the Fundmental Bioequivalence Assumption from FDA that if two drug products are shown to be bioequivalent, it is assumed that they are therapeutica...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.941985

    authors: Lu Y,Zhang ZZ,Chow SC

    更新日期:2014-01-01 00:00:00

  • Crossover versus parallel designs: dose-escalation design comparisons for first-in-human studies.

    abstract::We study the statistical efficiency for rising-dose designs in the context of first-in-human studies. Specifically, we identify a class of crossover designs that are appealing in terms of both subject safety and statistical efficiency and, for a three-period, two-panel design in such a class, we compare its A-efficien...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.792827

    authors: Yan Z,Hosmane B,Locke C

    更新日期:2013-01-01 00:00:00

  • Further developments of the Fisher information matrix in nonlinear mixed effects models with evaluation in population pharmacokinetics.

    abstract::We extend the development of the expression of the Fisher information matrix in nonlinear mixed effects models for designs evaluation. We consider the dependence of the marginal variance of the observations with the mean parameters and assume an heteroscedastic variance error model. Complex models with interoccasions ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120019267

    authors: Retout S,Mentré F

    更新日期:2003-05-01 00:00:00

  • 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...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120024207

    authors: Whaley FS

    更新日期:2003-11-01 00:00:00

  • Phase I studies of chemotherapeutic agents in cancer patients: a review of the designs.

    abstract::I review the designs available for Phase I dose-finding studies of chemotherapeutic agents in cancer patients. The designs are based on the assumption that both efficacy and toxicity increase with dose, and thus attempt to minimize the number of patients treated at low doses, and also to minimize the chance that patie...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543400600860295

    authors: Potter DM

    更新日期:2006-01-01 00:00:00

  • Comparison of concordance correlation coefficient and coefficient of individual agreement in assessing agreement.

    abstract::In method comparison and reliability studies, it is often important to assess agreement between multiple measurements made by different methods, devices, laboratories, observers, or instruments. For continuous data, the concordance correlation coefficient (CCC) is a popular index for assessing agreement between multip...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400701329497

    authors: Barnhart HX,Lokhnygina Y,Kosinski AS,Haber M

    更新日期:2007-01-01 00:00:00

  • Design and sample size considerations for simultaneous global drug development program.

    abstract::Due to the potential impact of ethnic factors on clinical outcomes, the global registration of a new treatment is challenging. China and Japan often require local trials in addition to a multiregional clinical trial (MRCT) to support the efficacy and safety claim of the treatment. The impact of ethnic factors on the t...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543406.2012.701587

    authors: Huang Q,Chen G,Yuan Z,Lan KK

    更新日期:2012-09-01 00:00:00

  • Two-stage optimal designs based on exact variance for a single-arm trial with survival endpoints.

    abstract::Sample size calculation based on normal approximations is often associated with the loss of statistical power for a single-arm trial with a time-to-event endpoint. Recently, Wu (2015) derived the exact variance for the one-sample log-rank test under the alternative and showed that a single-arm one-stage study based on...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2020.1730869

    authors: Shan G

    更新日期:2020-09-02 00:00:00

  • Point and Interval Estimators of the Target Dose in Clinical Dose-Finding Studies with Active Control.

    abstract::In a clinical dose finding study with active control a new drug with several dose levels is compared with an active comparator drug. The main focus of such studies often lies on the estimation of a target dose that leads to the same efficacy as the control. This article investigates the finite sample properties of the...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.920343

    authors: Helms HJ,Benda N,Friede T

    更新日期:2015-01-01 00:00:00

  • Statistical methods to analyze adverse events data of randomized clinical trials.

    abstract::The adverse events data of randomized clinical trials are often analyzed based on either crude incidence rates or exposure-adjusted incidence rates. These rates do not adequately account for an individual patient's profile of adverse events over the study period when an individual may remain in the trial after experie...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400903105463

    authors: Siddiqui O

    更新日期:2009-09-01 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

  • Optimal population designs for PK models with serial sampling.

    abstract::In various pharmaceutical applications, repeated measurements are taken from each subject, and model parameters are estimated from the collected data. Examples include dose response modeling and PK/PD studies with serial blood sampling, among others. The quality of the information in an experiment is reflected in the ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/bip-200040853

    authors: Gagnon R,Leonov S

    更新日期:2005-01-01 00:00:00

  • Propensity score-integrated composite likelihood approach for augmenting the control arm of a randomized controlled trial by incorporating real-world data.

    abstract::In this paper, a propensity score-integrated composite likelihood (PSCL) approach is developed for cases in which the control arm of a two-arm randomized controlled trial (RCT) (treated vs control) is augmented with patients from real-world data (RWD) containing both clinical outcomes and covariates at the patient-lev...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2020.1730877

    authors: Chen WC,Wang C,Li H,Lu N,Tiwari R,Xu Y,Yue LQ

    更新日期:2020-05-03 00:00:00

  • Simple methods for determination of the release limits for drug products.

    abstract::The potency of a batch of drug product needs to meet a release limits at the time of release so that the potency at the end of shelf life remains above the lower registration limit (LRL). This article discusses two methods which determine the release limits such that the chance to fail LRL at the end of shelf life of ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409808835225

    authors: Wei GC

    更新日期:1998-03-01 00:00:00

  • On the establishment of equivalence acceptance criterion in analytical similarity assessment.

    abstract::For the assessment of biosimilarity of biosimilar products, the United States (US) Food and Drug Administration (FDA) proposed a stepwise approach for providing the totality-of-the-evidence of similarity between a proposed biosimilar product and a US-licensed (reference) product. The stepwise approach starts with the ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2016.1265539

    authors: Wang T,Chow SC

    更新日期:2017-01-01 00:00:00

  • Linear structural equation model in analyzing quality-of-life-data from clinical trials.

    abstract::Assessment of quality of life (QOL) in clinical trials becomes a challenging task from the viewpoint of clinical biostatistics. The responses of the items for measuring QOL indices usually vary widely from patient to patient and from time to time. Measurement errors might be present in the responses of the items, and ...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/bip-100101202

    authors: Siddiqui O,Ali MW

    更新日期:1999-11-01 00:00:00

  • Permutation test following covariate-adaptive randomization in randomized controlled trials.

    abstract::In randomized controlled trials, patients are recruited and randomly allocated to treatments. Patients are never randomly sampled from large population of patients on treatments under study. Therefore, it is important to consider the design and statistical analysis based on the randomization model. In this article, we...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400802527908

    authors: Hasegawa T,Tango T

    更新日期:2009-01-01 00:00:00

  • Detection of activity centers in cellular pathways using transcript profiling.

    abstract::We present a new computational method for identifying regulated pathway components in transcript profiling (TP) experiments by evaluating transcriptional activity in the context of known biological pathways. We construct a graph representing thousands of protein functional relationships by integrating knowledge from p...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-200025678

    authors: Pradines J,Rudolph-Owen L,Hunter J,Leroy P,Cary M,Coopersmith R,Dancik V,Eltsefon Y,Farutin V,Leroy C,Rees J,Rose D,Rowley S,Ruttenberg A,Wieghardt P,Sander C,Reich C

    更新日期:2004-08-01 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

  • 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

  • Bayesian hierarchical modeling of receptor occupancy in PET trials.

    abstract::Receptor occupancy (RO) PET is a non-invasive way to determine drug on target. Given the complexity of procedures, long acquisition times, and high cost, ligand displacement imaging trials often have a limited size and produce sparse RO results over the time course of the blocking drug. To take the best advantage of t...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400701697158

    authors: Vandenhende F,Renard D,Nie Y,Kumar A,Miller J,Tauscher J,Witcher J,Zhou Y,Wong DF

    更新日期:2008-01-01 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

  • Dropouts in longitudinal studies: definitions and models.

    abstract::The widely used distinction of Little and Rubin (1) about types of randomness for missing data presents difficulties in its application to dropouts in longitudinal repeated measurement studies. In its place, a new typology of randomness for dropouts is proposed that relies on using a survival model for the dropout pro...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-100101981

    authors: Lindsey JK

    更新日期:2000-11-01 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

  • A simulation study of approaches for handling disease progression in dose-finding clinical trials.

    abstract::In traditional dose-finding studies, dose-limiting toxicity (DLT) is determined within a fixed time observation window where DLT is often defined as a binary outcome. In the setting of oncology dose-finding trials, often patients in advanced stage of diseases are enrolled. Therefore, disease progression may occur with...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2020.1814796

    authors: Biard L,Cheng B,Manji GA,Lee SM

    更新日期:2020-09-15 00:00:00

  • Bayesian semiparametric predictive modeling with applications in dose-response prediction.

    abstract::A framework is proposed for making quality predictions in situations for which only systematically inaccurate data are available. The predictions are based on the systematically inaccurate data, complete data from similar situations, and expert knowledge. The proposed predictive model is well suited to functional data...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.860153

    authors: Haaland B,Chiang AY

    更新日期:2014-01-01 00:00:00

  • Modeling anti-KLH ELISA data using two-stage and mixed effects models in support of immunotoxicological studies.

    abstract::During preclinical drug development, the immune system is specifically evaluated after prolonged treatment with drug candidates, because the immune system may be an important target system. The response of antibodies against a T-cell-dependent antigen is recommenced by the FDA and EMEA for the evaluation of immunosupp...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:

    authors: Shkedy Z,Straetemans R,Molenberghs G,Desmidt M,Vinken P,Goeminne N,Coussement W,Van Den Poel B,Bijnens L

    更新日期:2005-01-01 00:00:00