Distribution of odds ratio in 2 × 2 contingency table: adjustment for correlation.

Abstract:

:The Log-odds ratio for 2 × 2 contingency tables is often approximated by a normal distribution with an approximated variance. Hwang and Biswas (2008) illustrated that the standard expression for the variance should be modified in the presence of correlation. They also provided an adjustment to this variance expression when a single 2 × 2 table is available with matched-pair data. In this present paper, we first provide the required adjustment for multiple 2 × 2 tables, theoretically and also with reference to some data examples. We illustrate that this variance-adjusted normal approximation is a better approximation for such data. We provide two examples, one of which came from a late-phase clinical trial. As the theoretical development of this research depends on the existence of a bivariate binomial distribution, a multivariate (and hence bivariate) binomial distribution is motivated and derived. We then provide a suitably correlation adjusted Mantel-Haenszel test procedure.

journal_name

J Biopharm Stat

authors

Biswas A,Hwang JS

doi

10.1080/10543406.2010.494268

subject

Has Abstract

pub_date

2011-01-01 00:00:00

pages

136-50

issue

1

eissn

1054-3406

issn

1520-5711

pii

931670832

journal_volume

21

pub_type

杂志文章
  • 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 model-based approach to estimate the AIDS-free time distribution in homosexual men using longitudinal data.

    abstract::A model-based approach is developed to estimate the distribution of time from seroconversion to diagnosis with acquired immunodeficiency syndrome (AIDS) as a function of selected time-dependent covariates. The approach is applied to longitudinal data collected over 4 years of follow-up from 450 men seropositive for th...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 临床试验,杂志文章

    doi:10.1080/10543409408835078

    authors: Dunlop DD,Tamhane AC,Chmiel JS,Phair JP

    更新日期:1994-07-01 00:00:00

  • Evaluation of discordance measures in oncology studies with blinded independent central review of progression-free survival using an observational error model.

    abstract::To confirm results obtained from local evaluation at investigational centers, many oncology studies utilize blinded independent central review (BICR) to make assessments of the primary endpoint, progression-free survival (PFS). The comparison of data often leads to large discordances between these observations, castin...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.813516

    authors: Mannino FV,Amit O,Lahiri S

    更新日期:2013-01-01 00:00:00

  • Likelihood ratio test-based method for signal detection in drug classes using FDA's AERS database.

    abstract::In 1968 the Food and Drug Administration (FDA) established the Adverse Event Reporting System (AERS) database containing data on adverse events (AEs) reported by patients, health care providers, and other sources through a spontaneous reporting system. FDA uses AERS for monitoring the safety of the drugs on the market...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.736810

    authors: Huang L,Zalkikar J,Tiwari RC

    更新日期:2013-01-01 00:00:00

  • Estimating treatment effects in clinical crossover trials.

    abstract::Some current approaches to modeling crossover trials in two treatments are critically reviewed from the perspective of the practical requirements of the drug developer. Particular attention is paid to the AB/BA design, and the inadequacies of the once popular two-stage procedure are discussed in detail. The use of bas...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章,评审

    doi:10.1080/10543409808835233

    authors: Grieve A,Senn S

    更新日期:1998-05-01 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

  • 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

  • Non-normal random effects models for immunogenicity assay cut point determination.

    abstract::Administration of biological therapeutics can generate undesirable immune responses that may induce anti-drug antibodies (ADAs). Immunogenicity can negatively affect patients, ranging from mild reactive effect to hypersensitivity reactions or even serious autoimmune diseases. Assessment of immunogenicity is critical a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.972515

    authors: Zhang J,Yu B,Zhang L,Roskos L,Richman L,Yang H

    更新日期:2015-01-01 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

  • A multilevel model for hierarchical, repeated, and overdispersed time-to-event outcomes and its estimation strategies.

    abstract::The aim of this article is to propose a multilevel combined model for repeated, hierarchical, and overdispersed time-to-event outcomes, extending the so-called combined model proposed by Molenberghs et al. (2010), and using three different estimation strategies: full likelihood, pseudo-likelihood, and Bayesian estimat...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.834914

    authors: Efendi A,Molenberghs G

    更新日期:2013-01-01 00:00:00

  • Statistical applications for in vitro diagnostic tests and other medical device clinical trials.

    abstract::Some statistical methods applied to in vitro diagnostic tests for the three primary indications (screening, diagnosis, and monitoring) are discussed. Various examples with practical statistical applications are presented, including test for k by k ordered categorical matched-pair data for screening of cervical cancer,...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409708835208

    authors: Lao CS

    更新日期:1997-11-01 00:00:00

  • Estimation of treatment effect following a clinical trial with adaptive design.

    abstract::Parameter estimation following an adaptive design or group sequential design has been extremely challenging due to potential random high from its face value estimate. In this paper, we introduce a new framework to model clinical trial data flow based on a marked point process (MPP). The MPP model allows us to use meth...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2012.676534

    authors: Luo X,Li M,Shih WJ,Ouyang P

    更新日期:2012-01-01 00:00:00

  • On evaluation of consistency in multi-regional clinical trials.

    abstract::In recent years, multi-regional clinical trials (MRCT) that conduct clinical trials simultaneously in Asian Pacific region, Europe, and the United States have become very popular for global pharmaceutical development. The main purpose of multi-regional clinical trials is to shorten the time for pharmaceutical developm...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1397008

    authors: Ying L,Song F,Chow SC,Zeng N,Zheng J,Li X,Henry D,Sethuraman V

    更新日期:2018-01-01 00:00:00

  • Ratio of means vs. difference of means as measures of superiority, noninferiority, and average bioequivalence.

    abstract::Ratio of means (ROM) and difference of means (DOM) are often used in a superiority, noninferiority (NI), or average bioequivalence (ABE) test to evaluate whether the test mean is superior, NI, or equivalent to the reference (placebo or active control) mean. The literature provides recommendations regarding how to choo...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2016.1265536

    authors: Sun W,Grosser S,Tsong Y

    更新日期:2017-01-01 00:00:00

  • Sample size considerations for historical control studies with survival outcomes.

    abstract::Historical control trials (HCTs) are frequently conducted to compare an experimental treatment with a control treatment from a previous study, when they are applicable and favored over a randomized clinical trial (RCT) due to feasibility, ethics and cost concerns. Makuch and Simon developed a sample size formula for h...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2015.1052495

    authors: Zhu H,Zhang S,Ahn C

    更新日期:2016-01-01 00:00:00

  • A global model to define the behavior of partial agonists (bell-shaped dose-response inducers) in pharmacological evaluation of activity in the presence of the full agonist.

    abstract::The dose-response models for full agonists and for a particular type of partial agonist can be described by sigmoidal curves and bell-shaped curves, respectively. The methods currently used to evaluate the interaction of a full agonist and a partial agonist require a large number of experimental units and base their a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409808835266

    authors: Ghosh K,Shen ES,Arey BJ,López FJ

    更新日期:1998-11-01 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

  • Estimation of the probability of passing the USP dissolution test.

    abstract::To ensure that a drug product will meet standards for identity, strength and stability as specified in the United States Pharmacopedia and National Formulary (USP/NF), it needs to pass a number of tests such as the content uniformity test and dissolution test at various stages of the manufacturing process. The sponsor...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400701199536

    authors: Wang H

    更新日期:2007-01-01 00:00:00

  • Testing gene-treatment interactions in pharmacogenetic studies.

    abstract::Drug-related side effects are one of the leading causes of death and illness in the developed world. Finding genes that modify drug response has the potential to significantly improve drug delivery, by identifying both individuals that can benefit from therapy and those at increased risk of harm. We present a simple a...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400903572761

    authors: He M,Allen A

    更新日期:2010-03-01 00:00:00

  • Analysis of recurrent hypoglycemic events.

    abstract::Hypoglycemia is a major safety concern for diabetic patients. Hypoglycemic events can be modeled based on time to recurrent events or count data. In this article, we evaluated a gamma frailty model with variance estimated by the inverse of observed Fisher information matrix, a gamma frailty model with the sandwich var...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2020.1765370

    authors: Ma C,Qu Y,Fu H

    更新日期:2020-05-18 00:00:00

  • Simultaneous confidence interval methods for analytical similarity assessment.

    abstract::In analytical similarity assessment of a biosimilar product, key quality attributes of the test and reference products need to be shown statistically similar. When there were multiple references, similarity among the reference products is also required. We proposed a simultaneous confidence approach based on the fiduc...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2019.1657142

    authors: Zheng J,Yin D,Yuan M,Chow SC

    更新日期:2019-01-01 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

  • 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

  • Estimating vaccine efficacy from outbreak size household data in the presence of heterogeneous transmission probabilities.

    abstract::We develop a Bayesian approach for estimating vaccine efficacy for susceptibility (VEs) and infectiousness (VEI) using outbreak size household data. Our method allows for heterogeneity in transmission probabilities due to factors that are related to individuals' characteristics, such as age, in addition to vaccination...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400600719467

    authors: Davis XM,Waller LA,Haber M

    更新日期:2006-01-01 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

  • 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

  • A likelihood and resampling based approach to dichotomizing a continuous biomarker in medical research.

    abstract::Dichotomizing a continuous biomarker is a common practice in medical research. Various methods exist in the literature for dichotomizing continuous biomarkers. The most widely adopted minimum p-value approach uses a sequence of test statistics for all possible dichotomizations of a continuous biomarker, and it chooses...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2012.756503

    authors: Su M,Fang L,Su Z

    更新日期:2013-05-01 00:00:00

  • Dose-time-response modeling using negative binomial distribution.

    abstract::People exposed to certain diseases are required to be treated with a safe and effective dose level of a drug. In epidemiological studies to find out an effective dose level, different dose levels are applied to the exposed and a certain number of cures is observed. Negative binomial distribution is considered to fit o...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.834916

    authors: Roy M,Choudhury K,Islam MM,Matin MA

    更新日期:2013-01-01 00:00:00

  • Bayesian statistics in medical devices: innovation sparked by the FDA.

    abstract::Bayesian statistical methodology has been used for more than 10 years in medical device premarket submissions to the U.S. Food and Drug Administration (FDA). A complete list of the publicly available information associated with these FDA applications is presented. In addition to the increasing number of Bayesian metho...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.589638

    authors: Campbell G

    更新日期:2011-09-01 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