Could you recommend some books and resources that you found useful to learn statistics?

Before, I've done a PhD in theoretical physics and done some math at university, but never really got any serious statistics. I've started learning from David Kaplan's Statistical Modeling: A Fresh Approach, and I'm finding it a tad slow. It's very clear and it explains R while explaining statistics and that's good because I want to learn both. But I am looking for something that's maybe more pitched at a graduate level. Any ideas?

Thanks in advance!