For frequentist statistics, I'd recommend Statistical Inference by Casella and Berger. For Bayesian statistics, I'd recommend Bayesian Data Analysis by Gelman

For frequentist statistics, I'd recommend Statistical Inference by Casella and Berger. For Bayesian statistics, I'd recommend Bayesian Data Analysis by Gelman et al.