Devanshi Maheshwari
Member
Y1, Y2....... Yn are independent claims, which are assumed to be exponentially distributed, with E(Y)- μι
i) Show that the canonical link function is the inverse link function.
(ii) It is decided that the canonical link should not be used, but that the mean claim sizes should be modeled as follows:
log mu i = alpha i=1,2,...,m beta i = m + 1 ,m+2,...,n
(a) . Derive the log-likelihood
(b)
Derive the max likelihood estimators of alpha and beta
(c) scaled deviance for this model
(iii) For a particular data set, m = 20 n = 44 1/20 sum l = 1 to 20 y l =14.2 Calculate the deviance for y_{1} = 7 1/24 sum i = 21 to 44 y i =18.7
i) Show that the canonical link function is the inverse link function.
(ii) It is decided that the canonical link should not be used, but that the mean claim sizes should be modeled as follows:
log mu i = alpha i=1,2,...,m beta i = m + 1 ,m+2,...,n
(a) . Derive the log-likelihood
(b)
Derive the max likelihood estimators of alpha and beta
(c) scaled deviance for this model
(iii) For a particular data set, m = 20 n = 44 1/20 sum l = 1 to 20 y l =14.2 Calculate the deviance for y_{1} = 7 1/24 sum i = 21 to 44 y i =18.7