论文信息 - Paired Bootstrapping procedure in Gamma Regression Model using R

Paired Bootstrapping procedure in Gamma Regression Model using R

This paper attempts to introduce readers with the concept of the gamma regression model, in which the dependent variable has the gamma distribution, and the use of the paired bootstrapping resampling associated with the "boot" package in R program. Three confidence intervals were computed.

Zakariya Yahya Algamal | Khairy B. Rasheed | K. Rasheed | Z. Algamal

[1] M. Kenward,et al. An Introduction to the Bootstrap , 2007 .

[2] Herwig Friedl,et al. Jackknife Resampling , 2001 .

[3] M. Batey. A handbook of statistical analyses using SPSS. Sabe Landau, Brian S. Everitt, Chapman and Hall/CRC. 2003. £25.99 (pbk) ISBN 1584883693 , 2006 .

[4] C. Gallagher. Extending the Linear Model With R: Generalized Linear, Mixed Effects and Nonparametric Regression Models , 2007 .

[5] Anthony C. Davison,et al. An introduction to the bootstrap with applications in R , 2002 .

[6] S. Sapra. A regression error specification test (RESET) for generalized linear models , 2005 .

[7] Christina Gloeckner,et al. Modern Applied Statistics With S , 2003 .

[8] Eric R. Ziegel,et al. A Handbook of Statistical Analysis Using R , 1997, Technometrics.

[9] B. Efron. Bootstrap Methods: Another Look at the Jackknife , 1979 .

[10] D. Hall. Measurement Error in Nonlinear Models: A Modern Perspective , 2008 .

[11] David Hinkley,et al. Bootstrap Methods: Another Look at the Jackknife , 2008 .

[12] Esa Uusipaikka,et al. Confidence Intervals in Generalized Regression Models , 2019 .

[13] J. Faraway. Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models , 2005 .

[14] J. Fox. Bootstrapping Regression Models , 2002 .

[15] S. E. Ahmed,et al. Handbook of Statistical Distributions with Applications , 2007, Technometrics.