Mathematical Statistics course

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Which book can be the course book in this direction? I am teaching a course to the basic level on college students. I have did my efforts towards handouts but there may be a book having small short concepts. Please guide me in this respect.

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Probability and Statistics for Engineering , Jay Devore . can be an option.