Meta-analysis combining parallel and cross-over clinical trials. II: Binary outcomes.

Abstract:

:We examine different methods to pool binary outcomes used both in parallel and cross-over trials. Odds ratio (OR) estimators obtained from joint conditional probabilities in cross-over trials, such as the Mantel-Haenszel and Peto methods, are compared to an OR estimator using marginal results of cross-over trials. When there is correlation between the outcomes in the two cross-over periods, joint conditional ORs differ from marginal ORs and cannot be combined with OR estimates from parallel trials. The marginal OR estimate is independent of the between-period correlation and it includes a correction for cross-over correlation in the variance estimate. As its computation is similar in cross-over and parallel trials, it is the method of choice to pool results from parallel and cross-over trials in a combined design meta-analysis.

journal_name

Stat Med

journal_title

Statistics in medicine

authors

Curtin F,Elbourne D,Altman DG

doi

10.1002/sim.1206

subject

Has Abstract

pub_date

2002-08-15 00:00:00

pages

2145-59

issue

15

eissn

0277-6715

issn

1097-0258

journal_volume

21

pub_type

杂志文章
  • A statistical methodology for postmarketing surveillance of adverse drug reaction reports.

    abstract::This paper presents a statistically optimal exact hypothesis testing procedure for detecting changes in sales adjusted adverse drug reaction (ADR) rates between historical and current periods, with a computer program that implements this test appended. We provide discussions and illustrations on how to monitor ADR rat...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780071004

    authors: Norwood PK,Sampson AR

    更新日期:1988-10-01 00:00:00

  • Simultaneous modelling of operative mortality and long-term survival after coronary artery bypass surgery.

    abstract::Typical analyses of lifetime data treat the time to death or failure as the response variable and use a variety of modelling strategies such as proportional hazards or fully parametric, to investigate the relationship between the response and covariates. In certain circumstances it may be more natural to view the dist...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.822

    authors: Ghahramani M,Dean CB,Spinelli JJ

    更新日期:2001-07-15 00:00:00

  • Posterior predictive model checks for disease mapping models.

    abstract::Disease incidence or disease mortality rates for small areas are often displayed on maps. Maps of raw rates, disease counts divided by the total population at risk, have been criticized as unreliable due to non-constant variance associated with heterogeneity in base population size. This has led to the use of model-ba...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/1097-0258(20000915/30)19:17/18<2377::aid-s

    authors: Stern HS,Cressie N

    更新日期:2000-09-15 00:00:00

  • Intentionally incomplete longitudinal designs: I. Methodology and comparison of some full span designs.

    abstract::Longitudinal designs are important in medical research and in many other disciplines. Complete longitudinal studies, in which each subject is evaluated at each measurement occasion, are often very expensive and motivate a search for more efficient designs. Recently developed statistical methods foster the use of inten...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780111411

    authors: Helms RW

    更新日期:1992-10-01 00:00:00

  • Policy developments in regulatory approval.

    abstract::Although radical changes in drug regulation are rare (e.g., the Federal Food, Drug and Cosmetic Act of 1938 and the 1962 amendment to the Act creating an effectiveness requirement), regulations and guidance do evolve significantly in the face of new problems and accumulating experience. Recent changes have been driven...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.1298

    authors: Temple R

    更新日期:2002-10-15 00:00:00

  • The power to detect differences in average rates of change in longitudinal studies.

    abstract::With considerable current interest in longitudinal epidemiologic studies, little is available regarding sample size requirements. This paper considers a method for analysis of longitudinal data, where one compares the mean rates of change for two or more groups, and proposes a statistic for use in determining sample s...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780090414

    authors: Lefante JJ

    更新日期:1990-04-01 00:00:00

  • Efficient adaptive designs with mid-course sample size adjustment in clinical trials.

    abstract::Adaptive designs have been proposed for clinical trials in which the nuisance parameters or alternative of interest are unknown or likely to be misspecified before the trial. Although most previous works on adaptive designs and mid-course sample size re-estimation have focused on two-stage or group-sequential designs ...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.3201

    authors: Bartroff J,Lai TL

    更新日期:2008-05-10 00:00:00

  • Constructing time-specific reference ranges.

    abstract::Reference ranges which take time (such as age) into account are often required in medicine, but simple, systematic and efficient statistical methods for constructing them are lacking. A method is described which is based on low order polynomial curves (linear, quadratic or occasionally cubic), together with guidelines...

    journal_title:Statistics in medicine

    pub_type: 临床试验,杂志文章,多中心研究

    doi:10.1002/sim.4780100502

    authors: Royston P

    更新日期:1991-05-01 00:00:00

  • Case-control analysis with a continuous outcome variable.

    abstract::It is not uncommon for a continuous outcome variable Y to be dichotomized and analysed using logistic regression. Moser and Coombs (Statist. Med. 2004; 23:1843-1860) provide a method for converting the output from a standard linear regression analysis using the original continuous outcome Y to give much more efficient...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.3474

    authors: Jiang Y,Scott A,Wild CJ

    更新日期:2009-01-30 00:00:00

  • Semiparametric additive rates model for recurrent events data with intermittent gaps.

    abstract::Statistical methods for analyzing recurrent events have attracted significant attention. The majority of existing works consider situations in which subjects are observed over time periods and events of interest that occurred during the course of follow-up are recorded. In some applications, a subject may leave the st...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.8042

    authors: Su PF,Zhong J,Ou HT

    更新日期:2019-04-15 00:00:00

  • The use of baselines in clinical trials of bronchodilators.

    abstract::Two important qualities of controlled clinical trials are that they reduce dependence on historical standards for evaluating therapy and separate the effect of treatment from the confounding influence of time. Whatever the theory of the clinical trial, however, time has not easily been banished from the analysis of me...

    journal_title:Statistics in medicine

    pub_type: 杂志文章,评审

    doi:10.1002/sim.4780081106

    authors: Senn SJ

    更新日期:1989-11-01 00:00:00

  • Nonparametric regression of state occupation, entry, exit, and waiting times with multistate right-censored data.

    abstract::We construct nonparametric regression estimators of a number of temporal functions in a multistate system based on a continuous univariate baseline covariate. These estimators include state occupation probabilities, state entry, exit, and waiting (sojourn) time distribution functions of a general progressive (e.g., ac...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.5703

    authors: Mostajabi F,Datta S

    更新日期:2013-07-30 00:00:00

  • Multivariate joint frailty model for the analysis of nonlinear tumor kinetics and dynamic predictions of death.

    abstract::The Response Evaluation Criteria in Solid Tumors are used as standard guidelines for the clinical evaluation of cancer treatments. The assessment is based on the anatomical tumor burden: change in size of target lesions and evolution of nontarget lesions (NTL). Despite unquestionable advantages of this standard tool, ...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.7640

    authors: Król A,Tournigand C,Michiels S,Rondeau V

    更新日期:2018-06-15 00:00:00

  • Predictive accuracy of risk factors and markers: a simulation study of the effect of novel markers on different performance measures for logistic regression models.

    abstract::The change in c-statistic is frequently used to summarize the change in predictive accuracy when a novel risk factor is added to an existing logistic regression model. We explored the relationship between the absolute change in the c-statistic, Brier score, generalized R(2) , and the discrimination slope when a risk f...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.5598

    authors: Austin PC,Steyerberg EW

    更新日期:2013-02-20 00:00:00

  • A maximally selected test of symmetry about zero.

    abstract::The problem of testing symmetry about zero has a long and rich history in the statistical literature. We introduce a new test that sequentially discards observations whose absolute value is below increasing thresholds defined by the data. McNemar's statistic is obtained at each threshold and the largest is used as the...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.5384

    authors: Laska E,Meisner M,Wanderling J

    更新日期:2012-11-20 00:00:00

  • The ghosts of departed quantities: approaches to dealing with observations below the limit of quantitation.

    abstract::A common but not necessarily logical requirement in drug development is that a 'limit of quantitation' be set for chemical assays and that observations that fall below the limit should not be treated as real data but should be labelled as below the limit and set aside for special treatment. We examine five of seven ap...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.5515

    authors: Senn S,Holford N,Hockey H

    更新日期:2012-12-30 00:00:00

  • Linear regression for bivariate censored data via multiple imputation.

    abstract::Bivariate survival data arise, for example, in twin studies and studies of both eyes or ears of the same individual. Often it is of interest to regress the survival times on a set of predictors. In this paper we extend Wei and Tanner's multiple imputation approach for linear regression with univariate censored data to...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/(sici)1097-0258(19991130)18:22<3111::aid-s

    authors: Pan W,Kooperberg C

    更新日期:1999-11-30 00:00:00

  • A sequential classification rule based on multiple quantitative tests in the absence of a gold standard.

    abstract::In many medical applications, combining information from multiple biomarkers could yield a better diagnosis than any single one on its own. When there is a lack of a gold standard, an algorithm of classifying subjects into the case and non-case status is necessary for combining multiple markers. The aim of this paper ...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.6780

    authors: Zhang J,Zhang Y,Chaloner K,Stapleton JT

    更新日期:2016-04-15 00:00:00

  • Medical registers as historical controls: analysis of an open clinical trial of inosiplex in subacute sclerosing panencephalitis.

    abstract::Clinical trials of treatments for rare or fatal diseases must often use historical rather than randomized concurrent controls. Randomized trials may not be possible if (1) the number of patients available is quite small, (2) ethical considerations discourage the assignment of patients to control treatments known to be...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780030305

    authors: Hoehler FK,Mantel N,Gehan E,Kahana E,Alter M

    更新日期:1984-07-01 00:00:00

  • Variation in heart disease mortality across census tracts as a function of overdispersion and social class mixture.

    abstract::Variation in heart disease (HD) mortality rates across census tracts is greater than expected given binomial error and available explanatory variables. We extended an extra-binomial variation model for rates standardized by the direct method. The overdispersion parameter accounted for 36 per cent of the observed varia...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780091009

    authors: Jarjoura D,Logue E

    更新日期:1990-10-01 00:00:00

  • Tests for individual and population bioequivalence based on generalized p-values.

    abstract::The U.S. Food and Drug Administration (FDA) has proposed new regulations that address the 'prescribability' and 'switchability' of new formulations of already-approved drugs. These new criteria are known, respectively, as population and individual bioequivalence. Two methods have been proposed in the bioequivalence li...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.1346

    authors: McNally RJ,Iyer H,Mathew T

    更新日期:2003-01-15 00:00:00

  • A cost-function approach to the design of reliability studies.

    abstract::We present a method to determine the number of subjects, k, and number of repeated measurements, n, that minimize the overall cost of conducting a reliability study, while providing acceptable power for tests of hypotheses concerning the reliability coefficient rho. Tables showing optimal choices of k and n under vari...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780060602

    authors: Eliasziw M,Donner A

    更新日期:1987-09-01 00:00:00

  • Changes in clinical trials mandated by the advent of meta-analysis.

    abstract::Service on the Data Monitoring Committee of the CPEP (Calcium for Pre-eclampsia Prevention) has led us to four conclusions about clinical trials which we should like to present to this gathering of biostatisticians for their reactions: (i) meta-analyses of the pertinent published trials of the same therapy should alwa...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/(SICI)1097-0258(19960630)15:12<1263::AID-S

    authors: Chalmers TC,Lau J

    更新日期:1996-06-30 00:00:00

  • Multiplicity adjustment for multiple endpoints in clinical trials with multiple doses of an active treatment.

    abstract::Frequently, multiple doses of an active treatment and multiple endpoints are simultaneously considered in the designs of clinical trials. For these trials, traditional multiplicity adjustment procedures such as Bonferroni, Hochberg and Hommel procedures can be applied when treating the comparisons of different doses t...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.2101

    authors: Quan H,Luo X,Capizzi T

    更新日期:2005-07-30 00:00:00

  • Regression analysis of clustered interval-censored data with informative cluster size.

    abstract::Interval-censored data are commonly found in studies of diseases that progress without symptoms, which require clinical evaluation for detection. Several techniques have been suggested with independent assumption. However, the assumption will not be valid if observations come from clusters. Furthermore, when the clust...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4042

    authors: Kim YJ

    更新日期:2010-12-10 00:00:00

  • Analysis of ectopic pregnancy data using marginal and conditional models.

    abstract::This work is motivated by a longitudinal study of women and their ectopic pregnancy outcomes in Lund, Sweden. In this article, we review and apply the Liang-Zeger methodology to the Lund ectopic pregnancy data set. We further analyse the ectopic pregnancy data using conditional modelling approaches suggested by Rosner...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/(sici)1097-0258(19971115)16:21<2403::aid-s

    authors: Hadgu A,Koch G,Westrom L

    更新日期:1997-11-15 00:00:00

  • Decision-theoretic designs for dose-finding clinical trials with multiple outcomes.

    abstract::A decision-theoretic framework is proposed for designing sequential dose-finding trials with multiple outcomes. The optimal strategy is solvable theoretically via backward induction. However, for dose-finding studies involving k doses, the computational complexity is the same as the bandit problem with k-dependent arm...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.2322

    authors: Fan SK,Wang YG

    更新日期:2006-05-30 00:00:00

  • Optimal three-stage designs for phase II cancer clinical trials.

    abstract::The objective of a phase II cancer clinical trial is to screen a treatment that can produce a similar or better response rate compared to the current treatment results. This screening is usually carried out in two stages as proposed by Simon. For ineffective treatment, the trial should terminate at the first stage. En...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/(sici)1097-0258(19971215)16:23<2701::aid-s

    authors: Chen TT

    更新日期:1997-12-15 00:00:00

  • Effects of time-invariant covariates on the estimation of longitudinal trends for transition mixed models.

    abstract::In this paper, we investigate the impact of time-invariant covariates when fitting transition mixed models. This is carried out by emphasizing on the role of baseline responses on the estimation process. Transition models are allowed for two cases of exogenous and endogenous baseline responses. We illustrate these con...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.6270

    authors: Rikhtehgaran R,Kazemi I,Verbeke G

    更新日期:2014-11-30 00:00:00

  • Parameters of mortality in human populations with widely varying life spans.

    abstract::A three-component, competing-risk mortality model, developed for animal survival data, fits human life table data for all ages over a range of mean life spans from 16 to 74 years. The competing risks are a novel exponentially-decreasing hazard, dominant during immaturity; a constant hazard, dominant during adulthood; ...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780020309

    authors: Siler W

    更新日期:1983-07-01 00:00:00