In this article, we study a new Laplace autoregressive model of order p- NLAR(p). Conditional least squares, weighted conditional least squares and maximum quasi-likelihood are used to estimate the model parameters. Comparisons among these estimates of the NLAR(2) model are given via simulation studies. Copyright 2008 The Authors. Journal compilation 2008 Blackwell Publishing Ltd