Circular-circular regression model with a spike at zero.

Abstract:

:With reference to a real data on cataract surgery, we discuss the problem of zero-inflated circular-circular regression when both covariate and response are circular random variables and a large proportion of the responses are zeros. The regression model is proposed, and the estimation procedure for the parameters is discussed. Some relevant test procedures are also suggested. Simulation studies and real data analysis are performed to illustrate the applicability of the model.

journal_name

Stat Med

journal_title

Statistics in medicine

authors

Jha J,Biswas A

doi

10.1002/sim.7496

subject

Has Abstract

pub_date

2018-01-15 00:00:00

pages

71-81

issue

1

eissn

0277-6715

issn

1097-0258

journal_volume

37

pub_type

杂志文章
  • Assessing agreement with relative area under the coverage probability curve.

    abstract::There has been substantial statistical literature in the last several decades on assessing agreement, and coverage probability approach was selected as a preferred index for assessing and improving measurement agreement in a core laboratory setting. With this approach, a satisfactory agreement is based on pre-specifie...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.6903

    authors: Barnhart HX

    更新日期:2016-08-15 00:00:00

  • A joint modeling approach to data with informative cluster size: robustness to the cluster size model.

    abstract::In many biomedical and epidemiological studies, data are often clustered due to longitudinal follow up or repeated sampling. While in some clustered data the cluster size is pre-determined, in others it may be correlated with the outcome of subunits, resulting in informative cluster size. When the cluster size is info...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4239

    authors: Chen Z,Zhang B,Albert PS

    更新日期:2011-07-10 00:00:00

  • Sample size calculations for evaluating a diagnostic test when the gold standard is missing at random.

    abstract::Performance of a diagnostic test is ideally evaluated by a comparison of the test results to a gold standard for all the patients in a study. In practice, however, it is common for a subset of study patients to have the gold standard not verified (missing) due to ethical or expense considerations. Sensitivity and spec...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.3899

    authors: Kosinski AS,Chen Y,Lyles RH

    更新日期:2010-07-10 00:00:00

  • Incorporating data from various trial designs into a mixed treatment comparison model.

    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

    authors: Schmitz S,Adams R,Walsh C

    更新日期:2013-07-30 00:00:00

  • Survival analysis of hierarchical learning curves in assessment of cardiac device and procedural safety.

    abstract::Many Americans rely on cardiac surgical procedures and devices such as pacemakers and thrombolytic catheters to treat or manage their cardiovascular diseases. However, the failure of these cardiac devices and procedures could have grave consequences. One reason cardiac devices tended to fail was due to physician error...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.7906

    authors: Govindarajulu U,Bedi S,Kluger A,Resnic F

    更新日期:2018-12-10 00:00:00

  • Decomposition of number of life years lost according to causes of death.

    abstract::We study the competing risks model and show that the cause j cumulative incidence function integrated from 0 to τ has a natural interpretation as the expected number of life years lost due to cause j before time τ. This is analogous to the τ-restricted mean lifetime, which is the survival function integrated from 0 to...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.5903

    authors: Andersen PK

    更新日期:2013-12-30 00:00:00

  • Adjusting for misclassification in a stratified biomarker clinical trial.

    abstract::Clinical trials utilizing predictive biomarkers have become a research focus in personalized medicine. We investigate the effects of biomarker misclassification on the design and analysis of stratified biomarker clinical trials. For a variety of inference problems including marker-treatment interaction in particular, ...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.6164

    authors: Liu C,Liu A,Hu J,Yuan V,Halabi S

    更新日期:2014-08-15 00:00:00

  • Statistical education for medical students--concepts are what remain when the details are forgotten.

    abstract::Teaching statistics to medical students is a challenging and often unrewarding task. However, few would argue the need for statistics in the medical school curriculum. In recent years, there has been a growing call for teaching only statistical concepts in medical schools. We strongly oppose this opinion and offer an ...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.2906

    authors: Herman A,Notzer N,Libman Z,Braunstein R,Steinberg DM

    更新日期:2007-10-15 00:00:00

  • A general frailty model to accommodate individual heterogeneity in the acquisition of multiple infections: An application to bivariate current status data.

    abstract::The analysis of multivariate time-to-event (TTE) data can become complicated due to the presence of clustering, leading to dependence between multiple event times. For a long time, (conditional) frailty models and (marginal) copula models have been used to analyze clustered TTE data. In this article, we propose a gene...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.8506

    authors: Tran TMP,Abrams S,Braekers R

    更新日期:2020-05-30 00:00:00

  • First steps in analysing NHS waiting times: avoiding the 'stationary and closed population' fallacy.

    abstract::The aim of this paper is to demonstrate the effect of excluding incomplete observations and competing events when calculating cross-sectional measures of NHS waiting times, and to obtain a more accurate estimate of the 'time-to-admission' of those listed on NHS waiting lists using life-table methods. The official 'tim...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/1097-0258(20000815)19:15<2037::aid-sim606>

    authors: Armstrong PW

    更新日期:2000-08-15 00:00:00

  • Statistical comparison of two handwashing protocols.

    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

    authors: Le CT

    更新日期:1986-07-01 00:00:00

  • Bias in methods for deriving standardized morbidity ratio and attributable fraction estimates.

    abstract::This paper examines several methods for deriving standardized morbidity ratios (SMR) and attributable fraction (attributable risk percentage) estimates. We show that some of the proposed methods will, in general, produce biased estimators, although the low variance of certain estimators sometimes compensates for their...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780030206

    authors: Greenland S

    更新日期:1984-04-01 00:00:00

  • Corrections for exposure measurement error in logistic regression models with an application to nutritional data.

    abstract::Two correction methods are considered for multiple logistic regression models with some covariates measured with error. Both methods are based on approximating the complicated regression model between the response and the observed covariates with simpler models. The first model is the logistic approximation proposed b...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780131105

    authors: Kuha J

    更新日期:1994-06-15 00:00:00

  • Estimation of sojourn time distributions and false negative rates in screening programmes which use two modalities.

    abstract::Day and Walter derived methods of joint maximum likelihood estimation for the sojourn time distribution and the false negative rate for a screening programme. Their methods are not directly applicable to a programme which uses alternate screening by two modalities whose sojourn times and false negative rates will diff...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780080611

    authors: Alexander FE

    更新日期:1989-06-01 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

  • Constructing multiple test procedures for partially ordered hypothesis sets.

    abstract::A popular method to control multiplicity in confirmatory clinical trials is to use a so-called hierarchical, or fixed sequence, test procedure. This requires that the null hypotheses are ordered a priori, for example, in order of clinical importance. The procedure tests the hypotheses in this order using alpha-level t...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.2905

    authors: Edwards D,Madsen J

    更新日期:2007-12-10 00:00:00

  • Investigating the prediction ability of survival models based on both clinical and omics data: two case studies.

    abstract::In biomedical literature, numerous prediction models for clinical outcomes have been developed based either on clinical data or, more recently, on high-throughput molecular data (omics data). Prediction models based on both types of data, however, are less common, although some recent studies suggest that a suitable c...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.6246

    authors: De Bin R,Sauerbrei W,Boulesteix AL

    更新日期:2014-12-30 00:00:00

  • Sample size calculation for clinical trials in which entry criteria and outcomes are counts of events. ACIP Investigators. Asymptomatic Cardiac Ischemia Pilot.

    abstract::In many chronic diseases, therapy aims to prevent or reduce the frequency of episodes of a disease manifestation, for example cardiac ischaemic episodes or epileptic seizures. Entry criteria for clinical trials typically include a minimum number of episodes within a baseline period, and regression to the mean should b...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780130806

    authors: McMahon RP,Proschan M,Geller NL,Stone PH,Sopko G

    更新日期:1994-04-30 00:00:00

  • Familial associations of lipid profiles: a generalized estimating equations approach.

    abstract::Elevated plasma levels of apolipoproteins A1 (apoA1) and B (apoB) are important protective factors and risk factors, respectively, for atherosclerosis and coronary heart disease. It is well known that both apoA1 and apoB reveal strong familial aggregation. Our goal was to investigate whether exogenous variables influe...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/1097-0258(20001230)19:24<3345::aid-sim829>

    authors: Ziegler A,Kastner C,Brunner D,Blettner M

    更新日期:2000-12-30 00:00:00

  • Combining individual and aggregated data to investigate the role of socioeconomic disparities on cancer burden in Italy.

    abstract::Quantifying socioeconomic disparities and understanding the roots of inequalities are growing topics in cancer research. However, socioeconomic differences are challenging to investigate mainly due to the lack of accurate data at individual-level, while aggregate indicators are only partially informative. We implement...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.8392

    authors: Mezzetti M,Palli D,Dominici F

    更新日期:2020-01-15 00:00:00

  • rhDNase as an example of recurrent event analysis.

    abstract::We consider counting process methods for analysing time-to-event data with multiple or recurrent outcomes, using the models developed by Anderson and Gill, Wei, Lin and Weissfeld and Prentice, Williams and Peterson. We compare the methods, and show how to implement them using popular statistical software programs. By ...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/(sici)1097-0258(19970930)16:18<2029::aid-s

    authors: Therneau TM,Hamilton SA

    更新日期:1997-09-30 00:00:00

  • How serious is bias in effect estimation in randomised trials with survival data given risk heterogeneity and informative censoring?

    abstract::It is often assumed that randomisation will prevent bias in estimation of treatment effects from clinical trials, but this is not true of the semiparametric Proportional Hazards model for survival data when there is underlying risk heterogeneity. Here, a new formula is proposed for estimation of this bias, improving o...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.7343

    authors: McNamee R

    更新日期:2017-09-20 00:00:00

  • Estimation of ROC curve with complex survey data.

    abstract::The receiver operating characteristic (ROC) curve can be utilized to evaluate the performance of diagnostic tests. The area under the ROC curve (AUC) is a widely used summary index for comparing multiple ROC curves. Both parametric and nonparametric methods have been developed to estimate and compare the AUCs. However...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.6405

    authors: Yao W,Li Z,Graubard BI

    更新日期:2015-04-15 00:00:00

  • Variance estimators for attributable fraction estimates consistent in both large strata and sparse data.

    abstract::A number of variance formulae for the attributable fraction have been presented, but none is consistent in sparse data, such as found in individually matched case-control studies. This paper employs Mantel-Haenszel estimation to derive variance estimators for attributable fractions that are dually consistent, that is,...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780060607

    authors: Greenland S

    更新日期:1987-09-01 00:00:00

  • A recycling framework for the construction of Bonferroni-based multiple tests.

    abstract::In this paper we describe Bonferroni-based multiple testing procedures (MTPs) as strategies to split and recycle test mass. Here, 'test mass' refers to (parts of) the nominal level alpha at which the family-wise error rate is controlled. Briefly, test mass is split between different null hypotheses, and whenever a nul...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.3513

    authors: Burman CF,Sonesson C,Guilbaud O

    更新日期:2009-02-28 00:00:00

  • Survival analysis for recurrent event data: an application to childhood infectious diseases.

    abstract::Many extensions of survival models based on the Cox proportional hazards approach have been proposed to handle clustered or multiple event data. Of particular note are five Cox-based models for recurrent event data: Andersen and Gill (AG); Wei, Lin and Weissfeld (WLW); Prentice, Williams and Peterson, total time (PWP-...

    journal_title:Statistics in medicine

    pub_type: 临床试验,杂志文章,随机对照试验

    doi:10.1002/(sici)1097-0258(20000115)19:1<13::aid-sim2

    authors: Kelly PJ,Lim LL

    更新日期:2000-01-15 00:00:00

  • Assessing heterogeneity and correlation of paired failure times with the bivariate frailty model.

    abstract::We consider bivariate survival times for heterogeneous populations, where heterogeneity induces deviations in an individual's risk of an event as well as associations between survival times. The heterogeneity is characterized by a bivariate frailty model. We measure the heterogeneity effects through deviations associa...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/(sici)1097-0258(19990430)18:8<907::aid-sim

    authors: Xue X,Ding Y

    更新日期:1999-04-30 00:00:00

  • Explaining community-level variance in group randomized trials.

    abstract::Between-community variance or community-by-time variance is one of the key factors driving the cost of conducting group randomized trials, which are often very expensive. We investigated empirically whether between-community variance could be reduced by controlling individual- and/or community-level covariates and ide...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/(sici)1097-0258(19990315)18:5<539::aid-sim

    authors: Feng Z,Diehr P,Yasui Y,Evans B,Beresford S,Koepsell TD

    更新日期:1999-03-15 00:00:00

  • A comparison of group sequential methods for binary longitudinal data.

    abstract::Interim analyses are conducted to allow for early termination of the trial, for ethical as well as economical reasons. Here we consider interim analyses in repeated measurements studies where the measurements are binary. Two methods for analysing this kind of data are compared according to their operating characterist...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.1361

    authors: Spiessens B,Lesaffre E,Verbeke G

    更新日期:2003-02-28 00:00:00

  • The detection of adverse reactions to therapeutic drugs.

    abstract::The risk that a drug newly introduced into medical use will occasionally cause adverse reactions is neither negligible nor totally avoidable. Only well organized systems of monitoring can bring early detection and appropriate action. These in turn require either detailed supervision or spontaneous reporting. The paper...

    journal_title:Statistics in medicine

    pub_type: 杂志文章

    doi:10.1002/sim.4780010208

    authors: Finney DJ

    更新日期:1982-04-01 00:00:00