Analysing forensic entomology data using additive mixed effects modelling

Current Concepts in Forensic Entomology

Volumn , Issue , 2010, Pages 139-162

  Ieno, Elena N ^a   Amendt, Jens ^b   Fremdt, Heike ^b   Saveliev, Anatoly A ^c   Zuur, Alain F ^a  

^a Highlands Statistics Ltd   (United Kingdom)

^b Institute of Forensic Medicine   (Germany)

^c KAZAN FEDERAL UNIVERSITY   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 80053309436     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-1-4020-9684-6_8     Document Type: Chapter

References (35)

1. Akaike H (1973) Information theory as an extension of the maximum likelihood principle. In: Petrov BN, Csaki F (eds) Second international symposium on information theory. Akadémiai Kiadó, Budapest, Hungary, pp 267-281.
2. Amendt J, Krettek R, Zehner R (2004) Forensic entomology. Naturwissenschaften 91:51-65.
3. Burnham KP, Anderson DR (2002) Model selection and multimodel inference: A practical information- Theoretic approach, 2nd edn. Springer, New York, USA.
4. Cleveland WS (1993) Visualizing data. Hobart, Summit, NJ, USA, p 360.
5. Crawley MJ (2005) Statistics. An introduction using R. Wiley, New York.
6. R Development Core Team (2008) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org.
7. Diggle PJ, Heagerty P, Liang KY, Zeger SL (2002) The analysis of longitudinal data, 2nd edn. Oxford University Press, Oxford, England.
8. Donovan SE, Hall MJR, Turner BD, Moncrieff CB (2006) Larval growth rates of the blowfly Calliphora vicina over a range of temperatures. Med Vet Entomol 20:106-114.
9. Draper N, Smith H (1998) Applied regression analysis, 3rd edn. Wiley, New York.
10. Fremdt H (2008) Der Einfluss von Rohypnol® und Ethanol auf Sukzession und Entwicklung nekrophager Insekten. Unpublished Master thesis, University of Kiel.
11. Grassberger M and C Reiter (2001) Effect of temperature on Lucilia sericata (Diptera: Calliphoridae) development with special reference to the isomegalen-and isomorphen-diagram. Forensic Sci. Int. 120, 32-36.
12. Grassberger M and C Reiter (2002) Effect of temperature on development of the forensically important holoarctic blow fly Protophormia terraenovae (Robineau-Desvoidy) (Diptera Calliphoridae). Forensic. Sci. Int.128, 177-182.
13. Hastie T, Tibshirani R (1990) Generalized additive models. Chapman and Hall, London.
14. Jacoby WG (2006) The dot plot: A graphical display for labeled quantitative values. The Pol Methodologist 14(1):6-14.
15. Keele LJ (2008) Semiparametric regression for the social sciences, Wiley, New York.
16. LaMotte LR and JD Wells (2000) P-values for postmortem intervals from arthropod succession data. Journal of Agricultural, Biological and Environmental Statistics 5:58-68.
17. Marchenko MJ (2001) Medicolegal relevance of cadaver entomofauna for the determination of time since death. Forensic Sci Int 120:89-109.
18. Montgomery DC, Peck EA (1992) Introduction to linear regression analysis. Wiley, New York 504.
19. Pinheiro J, Bates D (2000) Mixed effects models in S and S-Plus. Springer, New York, USA.
20. Quinn GP, Keough MJ (2002) Experimental design and data analysis for biologists. Cambridge University Press, Cambridge.
21. Ruppert D, Wand MP, Carroll RJ (2003) Semiparametric Regression. Cambridge Univerity Press, New York.
22. Schabenberger O, Pierce FJ (2002) Contemporary statistical models for the plant and soil sciences. CRC, Boca Raton, FL.
23. Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6(2):461-464.
24. Smith KGV (1986) A Manual of Forensic Entomology. Cornell University Press, Ithaca.
25. Tarone AM, Foran DR (2008) Generalized additive models and Lucilia sericata growth: Assesing confidence intervals and error rates in forensic entomology. J Forensic Sci 53(4).
26. Van Laerhoven SL (2008) Blind validation of postmortem interval estimates using developmental rates of blow flies. Forensic Sci Int. 180:76-80.
27. Wells JD, Lamotte LR (1995) Estimating maggot age from weight using inverse prediction. J Forensic Sci 40(4):585-90.
28. West B, Welch KB, Galecki AT (2006) Linear mixed models: A practical guide using statistical software. Chapman and Hall/CRC, Boca Raton, FL.
29. Wood SN (2004) Stable and efficient multiple smoothing parameter estimation for generalized additive models. J Am Stat Assoc 99:673-686.
30. Wood SN (2006) Generalized additive models: An introduction. Chapman and Hall/CRC.
31. Zar JH (1999) Biostatistical analysis, 4th edn. Prentice-Hall, Upper Saddle River, USA.
32. Zuur AF, Ieno EN, Smith GM (2007) Analysing ecological data. Springer, Berlin p 680.
33. Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith GM (2009) Mixed effects models in ecology with R (2008-In press). Springer, Berlin p 650.
34. Zuur, AF, Ieno, EN, Walker, N, Saveliev, AA, and Smith, GM (2009) Mixed effects models and extensions in ecology with R. Springer.
35. Zuur AF, Ieno EN, Meesters EHWG (2009b) A Beginner's Guide to R Springer.