Abstract:
:Data on alcohol availability and problems in all cities in Los Angeles County were collected from several different sources and linked together to form a Local Alcohol Availability Database (LAAD). The two major purposes of the project are to provide a city-level alcohol availability and alcohol-related problems database needed by local community alcohol policy planners and to collect the data necessary for research on the relationship between these measures. The prevalence of drunk driving arrests is displayed on a map. We describe how the LAAD has been used to guide alcohol policy decisions. A fixed year and city effects regression model suggests that outlet density is positively related to several alcohol-related problems.
journal_name
Stat Medjournal_title
Statistics in medicineauthors
MacKinnon DP,Scribner R,Taft KAdoi
10.1002/sim.4780140517subject
Has Abstractpub_date
1995-03-15 00:00:00pages
591-604issue
5-7eissn
0277-6715issn
1097-0258journal_volume
14pub_type
杂志文章abstract::We propose to use a very simple model to test whether a cancer cluster is due to chance alone. We focus on the acute childhood leukaemia cluster in Columbus, Ohio. In 1975, 12 leukaemia cases were observed in Columbus while the expected number is 6 cases per year. According to our simple model, the probability of such...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/1097-0258(20000830)19:16<2195::aid-sim522>
更新日期:2000-08-30 00:00:00
abstract::For many HIV-infected patients, use of antiretroviral therapy (ART) results in a sustained suppression of plasma viral load to undetectable levels. However, due to lack of antigenic stimulation, this may also result in a gradual loss of cell-mediated immune (CMI) responses that help control HIV infection. In concept, ...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.2555
更新日期:2007-02-10 00:00:00
abstract::In vaccine safety studies, subjects are considered at increased risk for adverse events for a period of time after vaccination known as risk window. To our knowledge, risk windows for vaccine safety studies have tended to be pre-defined and not to use information from the current study. Inaccurate specification of the...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4125
更新日期:2011-03-30 00:00:00
abstract::Growth trends in children are often based on cross-sectional studies, in which a sample of the population is investigated at one given point in time. Estimating age-related percentiles in such studies involves fitting data distributions, each of which is specific for one age group, and a subsequent smoothing of the pe...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/(sici)1097-0258(20000315)19:5<697::aid-sim
更新日期:2000-03-15 00:00:00
abstract::We describe how trends in the vaccination coverage at 19 months of age vary by race/ethnicity; explore the extent to which data required to evaluate a child's up-to-date vaccination status is missing as a result of the scattering of vaccination records among many vaccination providers; evaluate how the prevalence of t...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.3223
更新日期:2008-09-10 00:00:00
abstract::We consider recurrent events of the same type that occur during alternating restraint and non-restraint time periods. This research is motivated by a study on juvenile recidivism, where the probationers were followed for re-offenses during alternating placement periods and free-time periods. During the placement perio...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.7150
更新日期:2017-02-20 00:00:00
abstract::When the accrual rate is low and the treatment period is long, a long observational period is required before information concerning the primary end point, such as binary response, becomes available in the study. Simon's two-stage designs are often employed in Phase II clinical trials to avoid giving patient an ineffe...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.3424
更新日期:2008-12-20 00:00:00
abstract::Clinical prediction models (CPMs) can inform decision making about treatment initiation, which requires predicted risks assuming no treatment is given. However, this is challenging since CPMs are usually derived using data sets where patients received treatment, often initiated postbaseline as "treatment drop-ins." Th...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.7913
更新日期:2018-12-10 00:00:00
abstract::The publication of Fisher's correspondence on statistics has shed new light on his views on randomization. Quotations from this correspondence and from other works of Fisher are used to illustrate the role of randomization in clinical trials. It is concluded that Fisher's views not only are coherent but, despite havin...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4780130305
更新日期:1994-02-15 00:00:00
abstract::The identification of counties burdened by exceptionally high rates of mortality is a fundamental step in the development of state-based intervention and prevention strategies. However, the estimation of rates from small geographic areas presents special problems, especially for rare events. This paper compares the us...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4780120320
更新日期:1993-02-01 00:00:00
abstract::The back-calculation method has been used to estimate the number of HIV infections from AIDS incidence data in a particular population. We present an extension of back calculation that provides estimates of the numbers of HIV infectives in different stages of infection. We model the staging process with a time-depende...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4780110612
更新日期:1992-04-01 00:00:00
abstract::Binary matched-pairs data occur commonly in longitudinal studies, such as in cross-over experiments. Many analyses for comparing the matched probabilities of a particular outcome do not utilize pairs having the same outcome for each observation. An example is McNemar's test. Some methodologists find this to be counter...
journal_title:Statistics in medicine
pub_type: 杂志文章,评审
doi:10.1002/sim.1589
更新日期:2004-01-15 00:00:00
abstract::We develop reinforcement learning trials for discovering individualized treatment regimens for life-threatening diseases such as cancer. A temporal-difference learning method called Q-learning is utilized that involves learning an optimal policy from a single training set of finite longitudinal patient trajectories. A...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.3720
更新日期:2009-11-20 00:00:00
abstract::We simulated multinomial AIDS incidence counts from 27 'representative' AIDS epidemics that spanned a period corresponding to previous applications of backcalculation (1 January 1977 to 1 July 1987) and assessed mean square error for several back-calculated estimators of HIV prevalence and short-term AIDS projections....
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4780100802
更新日期:1991-08-01 00:00:00
abstract::The usual methods for analyzing case-cohort studies rely on sometimes not fully efficient weighted estimators. Multiple imputation might be a good alternative because it uses all the data available and approximates the maximum partial likelihood estimator. This method is based on the generation of several plausible co...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4130
更新日期:2011-06-15 00:00:00
abstract::Genetic markers can be used as instrumental variables, in an analogous way to randomization in a clinical trial, to estimate the causal relationship between a phenotype and an outcome variable. Our purpose is to extend the existing methods for such Mendelian randomization studies to the context of multiple genetic mar...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.3843
更新日期:2010-05-30 00:00:00
abstract::Given N points or events occurring according to some probability distribution in the unit interval (0, 1), the simple scan statistic is defined to be the maximum number of points in any sub-interval of length d. In many areas, as in epidemiology, it is used to test the null hypothesis that the events are random, again...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/(sici)1097-0258(19960415)15:7/9<845::aid-s
更新日期:1996-04-15 00:00:00
abstract::It is often of interest to use observational data to estimate the causal effect of a target exposure or treatment on an outcome. When estimating the treatment effect, it is essential to appropriately adjust for selection bias due to observed confounders using, for example, propensity score weighting. Selection bias du...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.8549
更新日期:2020-08-15 00:00:00
abstract::Surrogate endpoint validation has been well established by the meta-analytical correlation-based approach as outlined in the seminal work of Buyse et al. (Biostatistics, 2000). Surrogacy can be assumed if strong associations on individual and study levels can be demonstrated. Alternatively, if an effect on a true endp...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.6778
更新日期:2016-03-30 00:00:00
abstract::There is growing interest in how best to adapt and readapt treatments to individuals to maximize clinical benefit. In response, adaptive treatment strategies (ATS), which operationalize adaptive, sequential clinical decision making, have been developed. From a patient's perspective an ATS is a sequence of treatments, ...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4512
更新日期:2012-07-30 00:00:00
abstract::Having a surrogate for a definitive endpoint in a clinical trial can sometimes be useful when it is impractical, invasive or very time consuming to obtain the definitive endpoint. This paper discusses methods for assessing whether the surrogate-endpoint results of a trial can be used in place of definitive-endpoint re...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.1779
更新日期:2005-01-30 00:00:00
abstract::Three-arm trials including the experimental treatment, an active reference treatment and a placebo are recommended in the guidelines of the ICH and EMEA/CPMP as a useful approach to the assessment of assay sensitivity. Generally, the acceptable non-inferiority margin Δ has been defined as the maximum clinically irrele...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4099
更新日期:2011-02-10 00:00:00
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
更新日期:1989-11-01 00:00:00
abstract::In many epidemiological studies it is common to resort to regression models relating incidence of a disease and its risk factors. The main goal of this paper is to consider inference on such models with error-prone observations and variances of the measurement errors changing across observations. We suppose that the o...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.3343
更新日期:2008-11-10 00:00:00
abstract::We consider the problem of identifying a subgroup of patients who may have an enhanced treatment effect in a randomized clinical trial, and it is desirable that the subgroup be defined by a limited number of covariates. For this problem, the development of a standard, pre-determined strategy may help to avoid the well...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.4322
更新日期:2011-10-30 00:00:00
abstract::A few large multi-centre male-only heart trials done in the 1970s and 1980s have been seen as ill-conceived because they did not include females. The purpose here is to revisit two of those trials and to consider consequences in terms of cost and power had they been designed to include females. ...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/(sici)1097-0258(19990215)18:3<241::aid-sim
更新日期:1999-02-15 00:00:00
abstract::Estimates of relative efficacy between alternative treatments are crucial for decision making in health care. Bayesian mixed treatment comparison models provide a powerful methodology to obtain such estimates when head-to-head evidence is not available or insufficient. In recent years, this methodology has become wide...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.5764
更新日期:2013-07-30 00:00:00
abstract::This paper describes statistical procedures for use in an experiment that compares two handwashing protocols. The evaluation of a handwashing protocol entails collection of the wash effluent. Colony counts for the effluent reflect the number of flora removed by the wash protocol. The analysis aims to formulate and est...
journal_title:Statistics in medicine
pub_type: 临床试验,杂志文章,随机对照试验
doi:10.1002/sim.4780050412
更新日期:1986-07-01 00:00:00
abstract:BACKGROUND:Multiple imputation is becoming increasingly popular for handling missing data, with Markov chain Monte Carlo assuming multivariate normality (MVN) a commonly used approach. Imputing categorical variables (which are clearly non-normal) using MVN imputation is challenging, and several approaches have been sug...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.5445
更新日期:2012-12-30 00:00:00
abstract::In the presence of confounding, the consistency assumption required for identification of causal effects may be violated due to misclassification of the outcome variable. We introduce an inverse probability weighted approach to rebalance covariates across treatment groups while mitigating the influence of differential...
journal_title:Statistics in medicine
pub_type: 杂志文章
doi:10.1002/sim.7522
更新日期:2018-02-10 00:00:00