Research Article

Survival Analysis and Application in Livestock

Volume: 3 Number: 1 January 1, 2020
EN

Survival Analysis and Application in Livestock

Abstract

Life analysis is a collection of analysis methods used to examine the time elapsed until the emergence of any phenomenon identified by the researcher. In medical studies, such as clinical trials comparing two or more trials; time is taken as the beginning of the individual's participation in the experimental study. Life analysis is researched not only in the field of medicine but also in many branches such as economy, social life, zoology and botany. In this study, milk data of Damaskus hybrid and Pure Damaskus goat herd consisting of two different races were used to make an application of life analysis in livestock field. In milk goatness, the life expectancy of the Damaskus hybrid and Pure Damaskus breeds in milk yield was analyzed by Kaplan-Meier test. IBM SPSS Statistic 23 package program was used for data analysis. As a result, it was seen that the length of life of the pure damask race on milk yield was longer than the Damaskus hybrid race. In other words, the results of the Log-rank test statistics for the data obtained as a result of the study were significant according to the significance level of 0.05. In addition, according to Kaplan-Meier life analysis hypothesis, the mean life milk yield age was different between the groups.

Keywords

References

  1. Cox DR. 1972. Regression models and life‐tables. J Royal Stat Soc: Series B (Methodological), 34(2): 187-202.
  2. Cox DR. 2018. Analysis of survival data. Chapman and Hall/CRC.
  3. Efron B. 1988. Logistic regression, survival analysis, and the Kaplan-Meier curve. J American Stat Assoc, 83(402): 414-425.
  4. Goel MK, Khanna P, Kishore J. 2010. Understanding survival analysis: Kaplan-Meier estimate. Int J Ayurveda Res, 1(4): 274.
  5. Guyot P, Ades AE, Ouwens MJ, Welton NJ. 2012. Enhanced secondary analysis of survival data: reconstructing the data from published Kaplan-Meier survival curves. BMC Med Res Methodol, 12(1): 9.
  6. Harman JL, Casella G, Gröhn YT. 1996. The application of event-time regression techniques to the study of dairy cow interval-to-conception. Preventive Vet Med, 26: 263-274.
  7. Jager KJ, Van Dijk PC, Zoccali C, Dekker FW. 2008. The analysis of survival data: the Kaplan–Meier method. Kidney Int, 74(5): 560-565.
  8. Li Y, Klein JP, Moeschberger ML. 1994. Effect of model misspecification in estimating covariate effects in survival analysis for small sample size. Technical Report No. 511. Departmenet of Statistics, the Ohio State University, Columbus, OH.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

January 1, 2020

Submission Date

October 1, 2019

Acceptance Date

November 26, 2019

Published in Issue

Year 2020 Volume: 3 Number: 1

APA
Yavuz, E., & Şahin, M. (2020). Survival Analysis and Application in Livestock. Black Sea Journal of Engineering and Science, 3(1), 15-18. https://doi.org/10.34248/bsengineering.627982
AMA
1.Yavuz E, Şahin M. Survival Analysis and Application in Livestock. BSJ Eng. Sci. 2020;3(1):15-18. doi:10.34248/bsengineering.627982
Chicago
Yavuz, Esra, and Mustafa Şahin. 2020. “Survival Analysis and Application in Livestock”. Black Sea Journal of Engineering and Science 3 (1): 15-18. https://doi.org/10.34248/bsengineering.627982.
EndNote
Yavuz E, Şahin M (January 1, 2020) Survival Analysis and Application in Livestock. Black Sea Journal of Engineering and Science 3 1 15–18.
IEEE
[1]E. Yavuz and M. Şahin, “Survival Analysis and Application in Livestock”, BSJ Eng. Sci., vol. 3, no. 1, pp. 15–18, Jan. 2020, doi: 10.34248/bsengineering.627982.
ISNAD
Yavuz, Esra - Şahin, Mustafa. “Survival Analysis and Application in Livestock”. Black Sea Journal of Engineering and Science 3/1 (January 1, 2020): 15-18. https://doi.org/10.34248/bsengineering.627982.
JAMA
1.Yavuz E, Şahin M. Survival Analysis and Application in Livestock. BSJ Eng. Sci. 2020;3:15–18.
MLA
Yavuz, Esra, and Mustafa Şahin. “Survival Analysis and Application in Livestock”. Black Sea Journal of Engineering and Science, vol. 3, no. 1, Jan. 2020, pp. 15-18, doi:10.34248/bsengineering.627982.
Vancouver
1.Esra Yavuz, Mustafa Şahin. Survival Analysis and Application in Livestock. BSJ Eng. Sci. 2020 Jan. 1;3(1):15-8. doi:10.34248/bsengineering.627982

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