Sample-size formula for the proportional-hazards regression model.

Abstract:

:A formula is derived for determining the number of observations necessary to test the equality of two survival distributions when concomitant information is incorporated. This formula should be useful in designing clinical trials with a heterogeneous patient population. Schoenfeld (1981, Biometrika 68, 316-319) derived the asymptotic power of a class of statistics used to test the equality of two survival distributions. That result is extended to the case where concomitant information is available for each individual and where the proportional-hazards model holds. The loss of efficiency caused by ignoring concomitant variables is also computed.

journal_name

Biometrics

journal_title

Biometrics

authors

Schoenfeld DA

subject

Has Abstract

pub_date

1983-06-01 00:00:00

pages

499-503

issue

2

eissn

0006-341X

issn

1541-0420

journal_volume

39

pub_type

临床试验,杂志文章
  • Bayesian calibration of a stochastic kinetic computer model using multiple data sources.

    abstract::In this article, we describe a Bayesian approach to the calibration of a stochastic computer model of chemical kinetics. As with many applications in the biological sciences, the data available to calibrate the model come from different sources. Furthermore, these data appear to provide somewhat conflicting informatio...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2009.01245.x

    authors: Henderson DA,Boys RJ,Wilkinson DJ

    更新日期:2010-03-01 00:00:00

  • Power calculation for comparing diagnostic accuracies in a multi-reader, multi-test design.

    abstract::Receiver operating characteristic (ROC) analysis is widely used to evaluate the performance of diagnostic tests with continuous or ordinal responses. A popular study design for assessing the accuracy of diagnostic tests involves multiple readers interpreting multiple diagnostic test results, called the multi-reader, m...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/biom.12240

    authors: Kim E,Zhang Z,Wang Y,Zeng D

    更新日期:2014-12-01 00:00:00

  • Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis.

    abstract::In this article, we present new methods to analyze data from an experiment using rodent models to investigate the role of p27, an important cell-cycle mediator, in early colon carcinogenesis. The responses modeled here are essentially functions nested within a two-stage hierarchy. Standard functional data analysis lit...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2007.00846.x

    authors: Baladandayuthapani V,Mallick BK,Young Hong M,Lupton JR,Turner ND,Carroll RJ

    更新日期:2008-03-01 00:00:00

  • Markov models for covariate dependence of binary sequences.

    abstract::Suppose that a heterogeneous group of individuals is followed over time and that each individual can be in state 0 or state 1 at each time point. The sequence of states is assumed to follow a binary Markov chain. In this paper we model the transition probabilities for the 0 to 0 and 1 to 0 transitions by two logistic ...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Muenz LR,Rubinstein LV

    更新日期:1985-03-01 00:00:00

  • Composite sampling.

    abstract::In sampling certain types of materials, such as bags of fertilizer, or subsampling large quantities of water, as might be done in investigating the density of plankton in certain environmental situations, it is customary to composite the samples. That is, several samples are drawn, mixed into a composite sample, and a...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Rohde CA

    更新日期:1976-06-01 00:00:00

  • Multiclass linear discriminant analysis with ultrahigh-dimensional features.

    abstract::Within the framework of Fisher's discriminant analysis, we propose a multiclass classification method which embeds variable screening for ultrahigh-dimensional predictors. Leveraging interfeature correlations, we show that the proposed linear classifier recovers informative features with probability tending to one and...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/biom.13065

    authors: Li Y,Hong HG,Li Y

    更新日期:2019-12-01 00:00:00

  • Nonparametric functional mapping of quantitative trait loci.

    abstract::Functional mapping is a useful tool for mapping quantitative trait loci (QTL) that control dynamic traits. It incorporates mathematical aspects of biological processes into the mixture model-based likelihood setting for QTL mapping, thus increasing the power of QTL detection and the precision of parameter estimation. ...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2008.01063.x

    authors: Yang J,Wu R,Casella G

    更新日期:2009-03-01 00:00:00

  • A comparison of methods for estimating the causal effect of a treatment in randomized clinical trials subject to noncompliance.

    abstract:SUMMARY:We consider the analysis of clinical trials that involve randomization to an active treatment (T = 1) or a control treatment (T = 0), when the active treatment is subject to all-or-nothing compliance. We compare three approaches to estimating treatment efficacy in this situation: as-treated analysis, per-protoc...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2008.01066.x

    authors: Little RJ,Long Q,Lin X

    更新日期:2009-06-01 00:00:00

  • Order-restricted tests for stratified comparisons of binomial proportions.

    abstract::The data set presented relates a binomial response to ordered levels of an explanatory variable, representing doses of a drug, with data collected at several centers. A study goal is to test independence of the response and the ordinal factor, assuming under the alternative only that the binomial parameter is a monoto...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Agresti A,Coull BA

    更新日期:1996-09-01 00:00:00

  • A comment on optimal allocations for bioequivalence studies.

    abstract::A method purporting to provide optimal allocations in bioequivalence studies fails to do so on both statistical and practical grounds. Reasons as to why this is so are given. ...

    journal_title:Biometrics

    pub_type: 评论,杂志文章

    doi:10.1111/j.0006-341x.1999.01314.x

    authors: Senn S,Grieve AP

    更新日期:1999-12-01 00:00:00

  • Prediction of random effects in linear and generalized linear models under model misspecification.

    abstract::Statistical models that include random effects are commonly used to analyze longitudinal and correlated data, often with the assumption that the random effects follow a Gaussian distribution. Via theoretical and numerical calculations and simulation, we investigate the impact of misspecification of this distribution o...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2010.01435.x

    authors: McCulloch CE,Neuhaus JM

    更新日期:2011-03-01 00:00:00

  • Analysis of ordered categorical data: two score-independent approaches.

    abstract:SUMMARY:A trend test is often employed to analyze ordered categorical data, in which a set of increasing scores is assigned a priori. There is a drawback in this approach, because how to choose a set of scores is not clear. There have been debates on which scores should be used (e.g., Graubard and Korn, 1987, Biometric...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2008.00992.x

    authors: Zheng G

    更新日期:2008-12-01 00:00:00

  • Adaptive line transect sampling.

    abstract::Adaptive line transect sampling offers the potential of improved population density estimation efficiency over conventional line transect sampling when populations are spatially clustered. In adaptive sampling, survey effort is increased when areas of high animal density are located, thereby increasing the number of o...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.0006-341x.2002.00862.x

    authors: Pollard JH,Palka D,Buckland ST

    更新日期:2002-12-01 00:00:00

  • Joint models for a primary endpoint and multiple longitudinal covariate processes.

    abstract::Joint models are formulated to investigate the association between a primary endpoint and features of multiple longitudinal processes. In particular, the subject-specific random effects in a multivariate linear random-effects model for multiple longitudinal processes are predictors in a generalized linear model for pr...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2007.00822.x

    authors: Li E,Wang N,Wang NY

    更新日期:2007-12-01 00:00:00

  • On logit confidence intervals for the odds ratio with small samples.

    abstract::Unless the true association is very strong, simple large-sample confidence intervals for the odds ratio based on the delta method perform well even for small samples. Such intervals include the Woolf logit interval and the related Gart interval based on adding .5 before computing the log odds ratio estimate and its st...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.0006-341x.1999.00597.x

    authors: Agresti A

    更新日期:1999-06-01 00:00:00

  • Estimating differences in restricted mean lifetime using observational data subject to dependent censoring.

    abstract::In epidemiologic studies of time to an event, mean lifetime is often of direct interest. We propose methods to estimate group- (e.g., treatment-) specific differences in restricted mean lifetime for studies where treatment is not randomized and lifetimes are subject to both dependent and independent censoring. The pro...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2010.01503.x

    authors: Zhang M,Schaubel DE

    更新日期:2011-09-01 00:00:00

  • Incorporating marginal covariate information in a nonparametric regression model for a sample of R x C tables.

    abstract:SUMMARY:Nonparametric regression models are proposed in the framework of ecological inference for exploratory modeling of disease prevalence rates adjusted for variables, such as age, ethnicity/race, and socio-economic status. Ecological inference is needed when a response variable and covariate are not available at th...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2008.00997.x

    authors: Staniswalis JG

    更新日期:2008-12-01 00:00:00

  • Spatial-temporal modeling of the association between air pollution exposure and preterm birth: identifying critical windows of exposure.

    abstract::Exposure to high levels of air pollution during the pregnancy is associated with increased probability of preterm birth (PTB), a major cause of infant morbidity and mortality. New statistical methodology is required to specifically determine when a particular pollutant impacts the PTB outcome, to determine the role of...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2012.01774.x

    authors: Warren J,Fuentes M,Herring A,Langlois P

    更新日期:2012-12-01 00:00:00

  • Flexible variable selection for recovering sparsity in nonadditive nonparametric models.

    abstract::Variable selection for recovering sparsity in nonadditive and nonparametric models with high-dimensional variables has been challenging. This problem becomes even more difficult due to complications in modeling unknown interaction terms among high-dimensional variables. There is currently no variable selection method ...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/biom.12518

    authors: Fang Z,Kim I,Schaumont P

    更新日期:2016-12-01 00:00:00

  • Paired versus two-sample design for a clinical trial of treatments with dichotomous outcome: power considerations.

    abstract::For the same number of observations in a small-sample clinical trial with dichotomous outcome, the statistical power associated with a two-sample design, analyzed by Fisher's exact test, is slightly greater than that associated with a matched design, analyzed by McNemar's test, and hence of the matched design, is mono...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Wacholder S,Weinberg CR

    更新日期:1982-09-01 00:00:00

  • Correcting for the effect of misclassification bias in a case-control study using data from two different questionnaires.

    abstract::In an epidemiological study of risk factors in breast cancer, data are available on confirmed cases from a diagnostic clinic and on controls from a screening clinic that sampled the general population. Relative risk estimation is complicated by differences in the interviewing environment and in the wording and order o...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Elton RA,Duffy SW

    更新日期:1983-09-01 00:00:00

  • Multilist population estimation with incomplete and partial stratification.

    abstract::Multilist capture-recapture methods are commonly used to estimate the size of elusive populations. In many situations, lists are stratified by distinguishing features, such as age or sex. Stratification has often been used to reduce biases caused by heterogeneity in the probability of list membership among members of ...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2007.00767.x

    authors: Sutherland JM,Schwarz CJ,Rivest LP

    更新日期:2007-09-01 00:00:00

  • Testing for Hardy-Weinberg equilibrium.

    abstract::The class of admissible tests for Hardy-Weinberg equilibrium in a multi-allelic system is characterized. The standard goodness-of-fit chi-square tests is shown to be admissible for systems of two or more alleles. The conditional probability distribution required to determine the exact significance level of this test i...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Ledwina T,Gnot S

    更新日期:1980-03-01 00:00:00

  • A hypothesis test for the end of a common source outbreak.

    abstract::The objective of this article is to develop a hypothesis-testing procedure to determine whether a common source outbreak has ended. We consider the case when neither the calendar date of exposure to the pathogen nor the exact incubation period distribution is known. The hypothesis-testing procedure is based on the spa...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2005.00421.x

    authors: Brookmeyer R,You X

    更新日期:2006-03-01 00:00:00

  • Sieve estimation of Cox models with latent structures.

    abstract::This article considers sieve estimation in the Cox model with an unknown regression structure based on right-censored data. We propose a semiparametric pursuit method to simultaneously identify and estimate linear and nonparametric covariate effects based on B-spline expansions through a penalized group selection meth...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/biom.12529

    authors: Cao Y,Huang J,Liu Y,Zhao X

    更新日期:2016-12-01 00:00:00

  • Biometry and medical statistics.

    abstract::The "biometric school" founded by K. Pearson, F. Galton, and W. F. R. Weldon was concerned especially with heredity and variation, and between the wars "biometry" was not widely used as a general term for quantitative biology. The foundation of the Biometric Society encouraged this wider usage, and medical and biologi...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Armitage P

    更新日期:1985-12-01 00:00:00

  • Simple test for the Hardy-Weinberg law for HLA data with no observed double blanks.

    abstract::Eguchi and Matsuura (1990, Biometrics 46, 415-426) noted that the generalized Stevens test statistic for the Hardy-Weinberg law for human leukocyte antigen (HLA) data yields an excessively large value when no double blanks are observed. In this paper, we investigated this aberrant case. The inflated value of the test ...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:

    authors: Nam J

    更新日期:1995-03-01 00:00:00

  • Sample size determination for establishing equivalence/noninferiority via ratio of two proportions in matched-pair design.

    abstract::In this article, we propose approximate sample size formulas for establishing equivalence or noninferiority of two treatments in match-pairs design. Using the ratio of two proportions as the equivalence measure, we derive sample size formulas based on a score statistic for two types of analyses: hypothesis testing and...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.0006-341x.2002.00957.x

    authors: Tang ML,Tang NS,Chan IS,Chan BP

    更新日期:2002-12-01 00:00:00

  • Design considerations for efficient and effective microarray studies.

    abstract::This article describes the theoretical and practical issues in experimental design for gene expression microarrays. Specifically, this article 1) discusses the basic principles of design (randomization, replication, and blocking) as they pertain to microarrays, and 2) provides some general guidelines for statisticians...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.0006-341x.2003.00096.x

    authors: Kerr MK

    更新日期:2003-12-01 00:00:00

  • Marginal analysis of correlated failure time data with informative cluster sizes.

    abstract::We consider modeling correlated survival data when cluster sizes may be informative to the outcome of interest based on a within-cluster resampling (WCR) approach and a weighted score function (WSF) method. We derive the large sample properties for the WCR estimators under the Cox proportional hazards model. We establ...

    journal_title:Biometrics

    pub_type: 杂志文章

    doi:10.1111/j.1541-0420.2006.00730.x

    authors: Cong XJ,Yin G,Shen Y

    更新日期:2007-09-01 00:00:00