Abstract We establish some exponential inequalities for positively associated random variables without the boundedness assumption. These inequalities improve the corresponding results obtained by Oliveira (2005). By one of the inequalities. we obtain the convergence rate for the case of geometrically decreasing covariances. https://www.markbroyard.com/