Robust Parameter Estimation for the Lee-Carter Family: A Probabilistic Principal Component Approach

Yiping Guo, Johnny Siu-Hang Li

The well-known Lee-Carter model uses a bilinear form $\log (m_{x,t})=a_x+b_x{k}_t$ to represent the log mortality rate and has been widely researched and developed over the past thirt…