Survival analysis and prognosis for dementia patients.

Abstract:

:How long a dementia patient is cared for in the home before admission to a nursing home depends on the state of the patient and the state of the caregiver. Using 5-year follow-up data, the times until entry to nursing home and until death are modeled using a Cox survival model in which patient and caregiver variables at entry to study as well as changes in these variables over the following 12 months are the regression variables. Treatment variables quantify the effects of a caregiver training program. Statistical methods used in fitting the Cox survival model and consequent predictions of survival rates are discussed.

journal_name

J Biopharm Stat

authors

McGilchrist CA,Brodaty H,Peters KE,Harris L

doi

10.1080/10543409408835076

subject

Has Abstract

pub_date

1994-03-01 00:00:00

pages

113-25

issue

1

eissn

1054-3406

issn

1520-5711

journal_volume

4

pub_type

杂志文章
  • 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

  • Power approximation for the van Elteren test based on location-scale family of distributions.

    abstract::The van Elteren test, as a type of stratified Wilcoxon-Mann-Whitney test for comparing two treatments accounting for stratum effects, has been used to replace the analysis of variance when the normality assumption was seriously violated. The sample size estimation methods for the van Elteren test have been proposed an...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400600762939

    authors: Zhao YD,Qu Y,Rahardja D

    更新日期:2006-01-01 00:00:00

  • Power comparisons for group sequential tests with nonparametric statistics in case of nonproportional hazards.

    abstract::In clinical trials, it is important to set up a design to reach a decision on effectiveness of a drug in treating a disease with the loss of the minimum number of patients. Group sequential designs are very beneficial on this point. However, the proportional hazards assumption must hold to work under a group sequentia...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.616975

    authors: Demirhan H,Demirhan YP,Bacanli S

    更新日期:2013-03-11 00:00:00

  • Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects.

    abstract::Noninferiority multiregional clinical trials (MRCTs) have recently received increasing attention in drug development. While a major goal in an MRCT is to estimate the global treatment effect, it is also important to assess the consistency of treatment effects across multiple regions. In this paper, we propose an intui...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2017.1293075

    authors: Diao G,Zeng D,Ibrahim JG,Rong A,Lee O,Zhang K,Chen Q

    更新日期:2017-01-01 00:00:00

  • Dunnett's many-to-one test and least square means.

    abstract::Dunnett's many-to-one test is used frequently today, especially in dose-finding studies. Using Dunnett's test, the Type I error level for the comparison between the raw mean of the control and the raw means of the study drug groups can be exactly calculated for the normal data. However, this computability depends on t...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120017723

    authors: Shun Z,Silverberg A,Chang CK,Ouyang P

    更新日期:2003-02-01 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

  • Testing for positive control activity in a thorough QTc study.

    abstract::The ICH E14 guidance (ICH, 2005) recommend that a concurrent positive control should be included in a thorough QTc clinical trial to validate the study. The ICH E14 guidance (ICH, 2005) state that "The positive control should have an effect on the mean QTc interval of about 5 ms (i.e., an effect that is close to the Q...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400801995478

    authors: Zhang J

    更新日期:2008-01-01 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

  • 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

  • Confidence interval of the difference between two proportions with overdispersion.

    abstract::In confidence interval estimation of the difference between two proportions with overdispersion due to positive correlations, the usual asymptotic normality-based method generally has lower coverage rates than desired, especially when sample size is moderate. Applying the concept of effective sample size to existing m...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120037193

    authors: Chen C,Li J,Zhou Z

    更新日期:2004-05-01 00:00:00

  • Planning survival studies to compare a treatment to an active control.

    abstract::Rubinstein et al. presented a procedure for determining the required duration of accrual for a clinical trial comparing the survival distributions of two treatments using a classical hypothesis testing formulation. Here their testing procedure is modified in two ways. First, the asymptotic variances used in computatio...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409308835056

    authors: Bristol DR

    更新日期:1993-09-01 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

  • Substantial evidence of effect.

    abstract::Pressures for rapid drug development, especially for treatments that may affect public health significantly, drive a need to reconsider what is necessary to establish the "substantial evidence" of efficacy and safety required for regulatory approval. The concept of substantial evidence of effect can be stated fairly s...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/bip-120005740

    authors: Gould AL

    更新日期:2002-02-01 00:00:00

  • Strategies for changing the test statistic during a clinical trial.

    abstract::This article discusses the design of a clinical trial where a new treatment will be compared to a control. For a specific type of endpoint, there are a wide variety of test statistics that can be used. Also, the investigator must decide how many patients to accrue in each arm as well as the duration of the study. Afte...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/bip-120015743

    authors: Lawrence J

    更新日期:2002-05-01 00:00:00

  • An equivalence test for the comparison between a test drug and placebo in human abuse potential studies.

    abstract::Statistical methodologies for human abuse potential studies are rarely evaluated. Human abuse potential studies assess whether test drugs produce positive and negative subjective responses on abuse-related measures using volunteers with histories of recreational drug use. These studies typically have a randomized, dou...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.616972

    authors: Chen L,Bonson KR

    更新日期:2013-03-11 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

  • Exposure-response modeling approach for assessing QT effect in "thorough" QT/QTc studies.

    abstract::We assess the QT effect using an exposure-response model in a "thorough QT/QTc study" with a four-period crossover design in which the treatments are placebo, positive control, higher dose of investigational drug, and therapeutic dose of investigational drug. In the study, QTc interval values and the drug concentratio...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400903582026

    authors: Hosmane B,Locke C,Chiu YL

    更新日期:2010-05-01 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

  • 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

  • Estimating the subgroup and testing for treatment effect in a post-hoc analysis of a clinical trial with a biomarker.

    abstract::We consider the problem of estimating a biomarker-based subgroup and testing for treatment effect in the overall population and in the subgroup after the trial. We define the best subgroup as the subgroup that maximizes the power for comparing the experimental treatment with the control. In the case of continuous outc...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2019.1633655

    authors: Joshi N,Fine J,Chu R,Ivanova A

    更新日期:2019-01-01 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

  • On sample size calculation based on odds ratio in clinical trials.

    abstract::Sample size calculation formulas for testing equality, noninferiority, superiority, and equivalence based on odds ratio were derived under both parallel and one-arm crossover designs. An example concerning the study of odds ratio between a test compound (treatment) and a standard therapy (control) for prevention of re...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1081/BIP-120016231

    authors: Wang H,Chow SC,Li G

    更新日期:2002-11-01 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

  • Nonparametric tests 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 biologic products (also known as biosimilars) has gained much attention from both the biotechnology industry and regulatory agencies. Unlike small molecules, the development of biologic products is not only more complicated but als...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2014.941991

    authors: Zhang N,Yang J,Chow SC,Chi E

    更新日期:2014-01-01 00:00:00

  • On sample size determination in multi-armed confirmatory adaptive designs.

    abstract::An important application of confirmatory adaptive designs is the data-driven selection of treatment arms in multi-armed trials. A general methodology for adaptive designs is based on the combination testing principle. Using this principle, selection of treatment arms in multi-armed designs, recalculation of sample siz...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2011.551336

    authors: Wassmer G

    更新日期:2011-07-01 00:00:00

  • On the designs of thorough QT/QTc clinical trials.

    abstract::A thorough QT trial is typically designed to test for two set of hypotheses. The primary set of hypotheses is for demonstrating that the test treatment will not prolong QT interval. The second set of hypotheses is to demonstrate the assay sensitivity of the positive control treatment in the study population. The conve...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543406.2013.735762

    authors: Tsong Y

    更新日期:2013-01-01 00:00:00

  • Equivalence tests for shelf life and average drug content in stability studies.

    abstract::Stability testing is a procedure frequently used in the pharmaceutical industry to estimate the shelf life of a drug. Hereby, a standard problem of interest is whether or not to pool a given number of batches to assign a single shelf life for the combined batches. In this paper, we propose two modified methods for the...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543400802287230

    authors: Djira GD,Hothorn LA,Tsong Y

    更新日期:2008-01-01 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

  • A summary statistic for measuring change from baseline.

    abstract::A statistic, W, for measuring change from baseline is developed. Its distribution is found. Simulations using W and analysis of covariance (ANCOVA) are run and the results are compared. W is found to be less powerful than ANCOVA, yet is not seen to suffer some of the ill effects to which ANCOVA can fall prey, namely b...

    journal_title:Journal of biopharmaceutical statistics

    pub_type: 杂志文章

    doi:10.1080/10543409708835187

    authors: Donahue RM

    更新日期:1997-05-01 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