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Articles

Sample size calculation based on discrete Weibull and zero-inflated discrete Weibull regression models

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Pages 7180-7193 | Received 22 Apr 2020, Accepted 18 Sep 2020, Published online: 21 Oct 2020

References

  • Baek, H., M. Cho, S. J. Kim, H. Hwang, M. Song, and S. Yoo. 2018. Analysis of length of hospital stay using electronic health records: A statistical and data mining approach. PLoS One 13 (4):e0195901. doi:10.1371/journal.pone.0195901.
  • Bueno, H., J. S. Ross, Y. Wang, J. Chen, M. T. Vidán, S.-L. T. Normand, J. P. Curtis, E. E. Drye, J. H. Lichtman, P. S. Keenan, M. Kosiborod, and H. M. Krumholz. 2010. Trends in length of stay and short-term outcomes among medicare patients hospitalized for heart failure, 1996–2006. JAMA 303 (21):2141–47. doi:10.1001/jama.2010.748.
  • Campbell, M. J., D. Machin, and C. D’Arcangues. 1991. Coping with extra poisson variability in the analysis of factors influencing vaginal ring expulsions. Statistics in Medicine 10 (2):241–54. doi:10.1002/sim.4780100208.
  • Channouf, N., M. Fredette, and B. MacGibbon. 2014. Power and sample size calculations for poisson and zero-inflated poisson regression models. Computational Statistics & Data Analysis 72:241–51. doi:10.1016/j.csda.2013.09.029.
  • Cundill, B., and N. D. Alexander. 2015. Sample size calculations for skewed distributions. BMC Medical Research Methodology 15 (1):28. doi:10.1186/s12874-015-0023-0.
  • Kalktawi, H. S. 2017. Discrete Weibull regression model for count data. PhD thesis., Brunel University, London.
  • Kalktawi, H. S., V. Vinciotti, and K. Yu. 2018. A simple and adaptive dispersion regression model for count data. Entropy 20 (2):142. doi:10.3390/e20020142.
  • Korea Health Industry Development Institute. 2016. The Third Korean National Health and Nutrition Examination Survey (KNHANES VII) 2016-nutrition survey (III) [Internet]. Korea: Korean Ministry of Health & Welfare.
  • Lee, J. H., A. J. Kim, T. Y. Kyong, J. H. Jang, J. Park, J. H. Lee, M. J. Lee, J. S. Kim, Y. J. Suh, S. R. Kwon, and C. W. Kim. 2019. Evaluating the outcome of multi-morbid patients cared for by hospitalists: A report of integrated medical model in Korea. Journal of Korean Medical Science 34 (25):e179. doi:10.3346/jkms.2019.34.e179.
  • Nakagawa, T., and S. Osaki. 1975. The discrete Weibull distribution. IEEE Transactions on Reliability R-24 (5):300–301.
  • Peluso, A. 2017. Novel regression models for discrete response. PhD diss., Brunel University, London.
  • Peluso, A., V. Vinciotti, and Yu, K. 2019. Discrete Weibull generalized additive model: An application to count fertility data. Journal of the Royal Statistical Society. Series C (Applied Statistics) 68 (3):565–83. doi:10.1111/rssc.12311.
  • Perumean-Chanet, S. E., C. Morgan, D. McDowall, and I. Aban. 2012. Zero-inflated and overdispersed: What's one to do? Journal of Statistical Computation and Simulation 83:1671–83.
  • Qu, Y., and J. Luo. 2016. Sample size estimation for negative binomial regression models with distinct shape parameters. Applied Clinical Research 3:104–12.
  • Rachoin, J. S., J. Skaf, E. Cereo, E. Fitzpatrick, B. Milcarek, E. Kupersmith, and D. B. Scheurer. 2012. The impact of hospitalist on length of stay and costs: Systematic review and meta-analysis. The American Journal of Managed Care 18 (1):e23–e30.
  • Sheih, G. 2011. Sample size calculations for logistic and Poisson regression models. Biometrika 88 (4):1193–9.
  • Suh, H. S., H. Y. Kang, J. Kim, and E. Shin. 2014. Effect of health insurance type on health care utilization in patients with hypertension: A national health insurance database study in Korea. BMC Health Services Research 14 (14):570. doi:10.1186/s12913-014-0570-9.
  • Weiss, A., and A. Elixhauser. 2014. Overview of hospital stays in the United States, 2012. Healthcare Cost and Utilization Project Statistical Brief 184 (425):1–9.
  • Williamson, J. M., H. M. Lin, R. H. Lyles, and A. W. Hightower. 2007. Power calculations for ZIP and ZINB models. Journal of Data Science 5:519–34.
  • Yoo, H. 2019. A study of discrete Weibull regression model with missing data. Journal of the Korean Data and Information Science Society 30 (1):11–22. doi:10.7465/jkdi.2019.30.1.11.

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