Epidemiology: The Applications of Capture-Recapture Models to Epidemiological Data

Tutorials in Biostatistics, Statistical Methods in Clinical Studies

Volumn 1, Issue , 2005, Pages 31-65

  Chao, Anne ^a   Tsay, P K ^a   Lin, Sheng Hsiang ^a   Shau, Wen Yi ^b   Chao, Day Yu ^b  

^a NATIONAL TSING HUA UNIVERSITY   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

POPULATION DYNAMICS; REGRESSION ANALYSIS; VIRUSES;

ANIMAL POPULATIONS; CAPTURE-RECAPTURE; CAPTURE-RECAPTURE METHOD; CAPTURE-RECAPTURE MODELS; DEMOGRAPHIC PARAMETERS; ESTIMATION PROCEDURES; HEPATITIS A VIRUS; INTERACTIVE PROGRAMS;

POPULATION STATISTICS;

EID: 84954618001     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/0470023678.ch1a(i)     Document Type: Chapter

References (66)

1. Chao DY, Shau WY, Lu CWK, Chen KT, Chu CL, Shu HM, Homg CB. A large outbreak of hepatitis A in a college school in Taiwan: associated with contaminated food and water dissemination. Epidemiology Bulletin, Department of Health, Executive Yuan, Taiwan Government, 1997.
2. Hook EB, Albright SG, Cross PK. Use of Bernoulli census and log-linear methods for estimating the prevalence of spina bifida in livebirths and the completeness of vital record reports in New York State. American Journal of Epidemiology 1980: 112:750-758.
3. Regal RR, Hook EB. The effects of model selection on confidence intervals for the size of a closed population. Statistics in Medicine 1991; 10:717-721.
4. Bruno GB, Biggeri A, LaPorte RE, McCarty D, Merletti F, Pagono G. Application of capture-recapture to count diabetes. Diabetes Care 1994; 17:548-556.
5. Wittes JT, Colton T, Sidel VW. Capture-recapture methods for assessing the completeness of cases ascertainment when using multiple information sources. Journal of Chronic Diseases 1974; 27:25-36.
6. k contingency tables. Biometrika 1972: 59:591-603.
7. Hook EB, Regal RR. Accuracy of alternative approaches to capture-recapture estimates of disease frequency: internal validity analysis of data from five sources. American Journal of Epidemiology 2000; 152:771-779.
8. International Working Group for Disease Monitoring and Forecasting (IWGDMF). Capture-recapture and multiple-record systems estimation I: history and theoretical development. American Journal of Epidemiology 1995; 142:1047-1058.
9. International Working Group for Disease Monitoring and Forecasting (IWGDMF). Capture-recapture and multiple-record systems estimation II: application in human diseases. American Journal of Epidemiology 1995; 142:1059-1068.
10. Seber GAF. The Estimation of Animal Abundance, 2nd edn. Griffin: London, 1982.
11. Seber GAF. A review of estimating animal abundance. Biometrics 1986; 42:267-292.
12. Seber GAF. A review of estimating animal abundance II. International Statistical Review 1992; 60:129-166.
13. Schwarz CJ, Seber GAF. A review of estimating animal abundance III. Statistical Science 1999; 14:427-456.
14. Schouten LJ, Straatman H, Kiemeney LALM, Gimbrere CHF, Verbeek ALM. The capture-recapture method for estimation of cancer registry completeness; a useful tool? International Journal of Epidemiology 1994; 23:1111-1116.
15. Hook EB, Regal RR. Validity of Bernoulli census, log-linear, and truncated binomial models for correction for underestimates in prevalence studies. American Journal of Epidemiology 1982; 116:168-176.
16. LaPorte RE, McCarty, DJ, Tull ES, Tajima N. Counting birds, bees and NCDs. Lancet 1992; 339:494.
17. Darroch JN. The Multiple-Recapture Census I. Estimation of a closed population. Biometrika 1958; 45: 343-359.
18. Sekar C, Deming WE. On a method of estimating birth and death rates and the extent of registration. Journal of the American Statistical Association 1949; 44:101-115.
19. Wittes JT, Sidel VW. A generalization of the simple capture-recapture model with applications to epidemiological research. Journal of Chronic Diseases 1968; 21:287-301.
20. Wittes JT. Applications of a multinomial capture-recapture method to epidemiological data. Journal of the American Statistical Association 1974; 69:93-97.
21. McCarty DJ, Tull ES, Moy CS, Kwoh CK, LaPorte RE. Ascertained corrected rates: Applications of capturerecapture methods. International Journal of Epidemiology 1993; 22:559-565.
22. Hook EB, Regal RR. The value of capture-recapture methods even for apparently exhaustive surveys: the need for adjustment for source of ascertainment intersection in attempted complete prevalence studies. American Journal of Epidemiology 1992; 135:1060-1067.
23. Hook EB, Regal RR. Capture-recapture methods in epidemiology: methods and limitation. Epidemiological Reviews 1995; 17:243-264.
24. Chao A. Capture-recapture. In Encyclopedia of Biostatistics, Armitage P, Colton T (eds). Wiley: New York, 1998.
25. Kiemeney LALM, Schouten LJ, Straatman H. Ascertainment corrected rates (Letter to Editor). International Journal of Epidemiology 1994; 23:203-204.
26. Desendos JC, Hubert B. Limitations to the universal use of capture-recapture methods. International Journal of Epidemiology 1994; 23:1322-1323.
27. Papoz L, Balkau B, Lellouch J. Case counting in epidemiology: limitation of methods based on multiple data sources. International Journal of Epidemiology 1996; 25: 474-477.
28. Cormack RM. Problems with using capture-recapture in epidemiology: an example of a measles epidemic. Journal of Clinical Epidemiology 1999; 52:909-914.
29. Chao A, Tsay PK, Shau WY, Chao DY. Population size estimation for capture-recapture models with applications to epidemiological data. Proceedings of Biometrics Section, American Statistical Association 1996; 108-117.
30. Lazarsfeld PF, Henry NW. Latent Structure Analysis. Houghton Mifflin: Boston, 1968.
31. Hook EB, Regal RR. Effects of variation in probability of ascertainment by sources ('variable catchability') upon 'capture-recapture' estimates of prevalence. American Journal of Epidemiology 1993; 137:1148-1166.
32. Darroch JN, Fienberg SE, Glonek GFV, Junker BW. A three-sample multiple-recapture approach to census population estimation with heterogeneous catchability. Journal of the American Statistical Association 1993; 88:1137-1148.
33. Pollock KH. Modeling capture, recapture, and removal statistics for estimation of demographic parameters for fish and wildlife population: past, present, and future. Journal of the American Statistical Association 1991; 86:225-238.
34. Otis DL, Burnham KP, White GC, Anderson DR. Statistical inference from capture data on closed animal populations. Wildlife Monographs 1978; 62:1-135.
35. White GC, Anderson DR, Burnham KP, Otis DL. Capture-Recapture and Removal Methods for Sampling Closed Populations. Los Alamos National Lab, LA-8787-NERP: Los Alamos, New Mexico, USA, 1982.
36. Huggins RM. On the statistical analysis of capture experiments. Biometrika 1989; 76:133-140.
37. Alho JM. Logistic regression in capture-recapture models. Biometrics 1990; 46:623-635.
38. Huggins RM. Some practical aspects of a conditional likelihood approach to capture experiments. Biometrics 1991; 47:725-732.
39. Rasch G. On general laws and the meaning of measurement in psychology. In Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, Neyman J (ed.). University of California Press: 1961; 321-333.
40. Coull BA, Agresti A. The use of mixed logit models to reflect heterogeneity in capture-recapture studies. Biometrics 1999; 55:294-301.
41. Lloyd CJ, Yip P. A unification of inference for capture-recapture studies through martingale functions. In Estimating Equations, Godambe VP (ed.). Clarendon Press: Oxford, 1991; 65-88.
42. Pledger S. Unified maximum likelihood estimates for closed capture-recapture models using mixtures. Biometrics 2000; 56:434-442.
43. Lee SM, Chao A. Estimating population size via sample coverage for closed capture-recapture models. Biometrics 1994; 50:88-97.
44. Rexstad E, Burnham KP. User's Guide for Interactive Program CAPTURE. Colorado Cooperative Fish and Wildlife Research Unit: Fort Collins, 1991.
45. Bishop YMM, Fienberg SE, Holland PW. Discrete Multivariate Analysis: Theory and Practice. MIT Press: Cambridge, Mass., 1975.
46. Burnham KP, Overton WS. Estimation of the size of a closed population when capture probabilities vary among animals. Biometrika 1978; 65: 625-633.
47. Fienberg SE, Johnson MS, Junker BW. Classical multilevel and Bayesian approaches to population size estimation using multiple lists. Journal of Royal Statistical Society, Series A 1999; 162:383-405.
48. Chao A, Lee SM, Jeng SL. Estimating population size for capture-recapture data when capture probabilities vary by time and individual animal. Biometrics 1992; 48:201-216.
49. Cormack RM. Loglinear models for capture-recapture. Biometrics 1989; 45:395-413.
50. Agresti A. Simple capture-recapture models permitting unequal catchability and variable sampling effort. Biometrics 1994; 50:494-500.
51. Lloyd CJ. Statistical Analysis of Categorical Data. Wiley: New York, 1999.
52. Norris JL, Pollock KH. Nonparametric MLE under two closed capture-recapture models with heterogeneity. Biometrics 1996; 52:639-649.
53. Chao A, Tsay PK. A sample coverage approach to multiple-system estimation with application to census undercount. Journal of the American Statistical Association 1998; 93: 283-293.
54. Tsay PK, Chao A. Population size estimation for capture-recapture models with applications to epidemiological data. Journal of Applied Statistics 2001; 28:25-36.
55. Good IJ. The population frequencies of species and the estimation of population parameters. Biometrika 1953;40: 237-264.
56. Bunge J, Fitzpatrick M. Estimating the number of species: recent developments. Journal of the American Statistical Association 1993; 88:364-373.
57. Efron B, Tibshirani RJ. An Introduction to the Bootstrap. Chapman and Hall: New York, 1993.
58. Chao A. Estimating the population size for capture-recapture data with unequal catchability. Biometrics 1987; 43:783-791.
59. MathSoft. S-PLUS User's Manual, Version 4.0. MathSoft, Inc.: Seattle, WA, 1997.
60. Hook EB, Regai RR. Recommendations for presentation and evaluation of capture-recapture estimates in epidemiology. Journal of Clinical Epidemiology 1999; 52:917-926.
61. Hook EB, Regal RR. On the need for a 16th and 17th recommendation for capture-recapture analysis. Journal of Clinical Epidemiology 2000; 53:1275-1277.
62. Gutteridge W, Collin C. Capture-recapture technique: quick and cheap (Letter). British Medical Journal 1994; 308:531.
63. Black JFP, McLarty DG. Capture-recapture technique: difficult to use in developing countries (Letter). British Medical Journal 1994; 308:531.
64. Hay G. The selection from multiple data sources in epidemiological capture-recapture studies. Statistician 1997; 46:515-520.
65. Chang YF, LaPorte RE, Aaron DJ, Songer TJ. The importance of source selection and pilot study in the capture-recapture application. Journal of Clinical Epidemiology 1999; 52:927-928.
66. Ismail AA, Beeching NJ, Gill GV, Beilis MA. How many data sources are needed to determine diabetes prevalence by capture-recapture? International Journal of Epidemiology 2000; 29:536-541.