Literature DB >> 19459044

Estimating the case fatality rate using a constant cure-death hazard ratio.

Zheng Chen1, Kohei Akazawa, Tsuyoshi Nakamura.   

Abstract

The case fatality rate is an important indicator of the severity of a disease, and unbiased and accurate estimates of it during an outbreak are important in the study of epidemic diseases, including severe acute respiratory syndrome (SARS). In this paper, estimation methods are developed using a constant cure-death hazard ratio. A semiparametric model is presented, in which the cure-death hazard ratio is a parameter of interest, and a profile likelihood-based technique is proposed for estimating the case fatality rate. An extensive simulation was carried out to investigate the performance of this technique for small and medium sample sizes, using both summary and individual data. The results show that the performance depends on the model validity but is not heavily dependent on the sample size. The method was applied to summary SARS data obtained from Hong Kong and Singapore.

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Year:  2009        PMID: 19459044     DOI: 10.1007/s10985-009-9119-3

Source DB:  PubMed          Journal:  Lifetime Data Anal        ISSN: 1380-7870            Impact factor:   1.588


  10 in total

1.  Profile information matrix for nonlinear transformation models.

Authors:  A Tsodikov; G Garibotti
Journal:  Lifetime Data Anal       Date:  2007-03       Impact factor: 1.588

2.  Applying Cox regression to competing risks.

Authors:  M Lunn; D McNeil
Journal:  Biometrics       Date:  1995-06       Impact factor: 2.571

3.  Nonparametric estimation in a cure model with random cure times.

Authors:  R A Betensky; D A Schoenfeld
Journal:  Biometrics       Date:  2001-03       Impact factor: 2.571

4.  The epidemiology of severe acute respiratory syndrome in the 2003 Hong Kong epidemic: an analysis of all 1755 patients.

Authors:  Gabriel M Leung; Anthony J Hedley; Lai-Ming Ho; Patsy Chau; Irene O L Wong; Thuan Q Thach; Azra C Ghani; Christl A Donnelly; Christophe Fraser; Steven Riley; Neil M Ferguson; Roy M Anderson; Thomas Tsang; Pak-Yin Leung; Vivian Wong; Jane C K Chan; Eva Tsui; Su-Vui Lo; Tai-Hing Lam
Journal:  Ann Intern Med       Date:  2004-11-02       Impact factor: 25.391

5.  Methods for estimating the case fatality ratio for a novel, emerging infectious disease.

Authors:  A C Ghani; C A Donnelly; D R Cox; J T Griffin; C Fraser; T H Lam; L M Ho; W S Chan; R M Anderson; A J Hedley; G M Leung
Journal:  Am J Epidemiol       Date:  2005-08-02       Impact factor: 4.897

6.  Statistical evidence for the usefulness of Chinese medicine in the treatment of SARS.

Authors:  Zheng Chen; Tsuyoshi Nakamura
Journal:  Phytother Res       Date:  2004-07       Impact factor: 5.878

7.  Non-parametric estimation of the case fatality ratio with competing risks data: an application to Severe Acute Respiratory Syndrome (SARS).

Authors:  Nicholas P Jewell; Xiudong Lei; Azra C Ghani; Christl A Donnelly; Gabriel M Leung; Lai-Ming Ho; Benjamin J Cowling; Anthony J Hedley
Journal:  Stat Med       Date:  2007-04-30       Impact factor: 2.373

8.  A comparison study of realtime fatality rates: severe acute respiratory syndrome in Hong Kong, Singapore, Taiwan, Toronto and Beijing, China.

Authors:  Paul S F Yip; K F Lam; Eric H Y Lau; Pui-Hing Chau; Kenneth W Tsang; Anne Chao
Journal:  J R Stat Soc Ser A Stat Soc       Date:  2004-12-15       Impact factor: 2.483

9.  A test for constant fatality rate of an emerging epidemic: with applications to severe acute respiratory syndrome in Hong Kong and Beijing.

Authors:  K F Lam; J V Deshpande; E H Y Lau; U V Naik-Nimbalkar; P S F Yip; Ying Xu
Journal:  Biometrics       Date:  2007-11-19       Impact factor: 2.571

10.  Epidemiological determinants of spread of causal agent of severe acute respiratory syndrome in Hong Kong.

Authors:  Christl A Donnelly; Azra C Ghani; Gabriel M Leung; Anthony J Hedley; Christophe Fraser; Steven Riley; Laith J Abu-Raddad; Lai-Ming Ho; Thuan-Quoc Thach; Patsy Chau; King-Pan Chan; Tai-Hing Lam; Lai-Yin Tse; Thomas Tsang; Shao-Haei Liu; James H B Kong; Edith M C Lau; Neil M Ferguson; Roy M Anderson
Journal:  Lancet       Date:  2003-05-24       Impact factor: 79.321

  10 in total
  2 in total

1.  Delay-Adjusted Age-Specific COVID-19 Case Fatality Rates in a High Testing Setting: South Korea, February 2020 to February 2021.

Authors:  Eunha Shim
Journal:  Int J Environ Res Public Health       Date:  2021-05-11       Impact factor: 3.390

2.  A sequential test to compare the real-time fatality rates of a disease among multiple groups with an application to COVID-19 data.

Authors:  Yuanke Qu; Chun Yin Lee; K F Lam
Journal:  Stat Methods Med Res       Date:  2021-12-08       Impact factor: 3.021

  2 in total

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