Compound Poisson approximation for triangular arrays with application to threshold estimation
@article{ECP2009, author = {Pavel Chigansky and Fima Klebaner}, title = {Compound Poisson approximation for triangular arrays with application to threshold estimation}, journal = {Electron. Commun. Probab.}, fjournal = {Electronic Communications in Probability}, volume = {17}, year = {2012}, keywords = {compound Poisson; weak convergence; Tikhomirov's method; threshold estimation}, abstract = {We prove weak convergence of sums over triangular arrays to the compound Poisson limit using Tikhomirov's method. The result is applied to statistical estimation of the threshold parameter in autoregressive models.
}, pages = {no. 29, 1-10}, issn = {1083-589X}, doi = {10.1214/ECP.v17-2009}, url = {http://ecp.ejpecp.org/article/view/2009}}