Reference book on inference

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Is there a book on inference considered as THE reference one? (a book which explains every important concept, it's not need to try to cover everything if it would be possible)

I need a book to try to read from beginning to the end without worrying if I'm missing something important and use it to review the subject if I forget something.

Inference is a huge subject and sometimes I feel confused what to study