For conducting research statistics is very important. Without the proper knowledge of statistical analysis, proper interpretation of data is not possible. Just good research is not enough alone if the results are not presented in a palatable and accurate way. Only statistical knowledge can help in this regard.
Actually there are lots of books that cover what you want. Please have a look at these two books:
1- https://books.google.iq/books?id=BjviDMpv4d0C&q=basics+of+statistical++analysis&dq=basics+of+statistical++analysis&hl=ar&sa=X&ved=2ahUKEwjE4_vEgenrAhVNzKQKHRHfAakQ6AEwAHoECAQQAQ
https://books.google.iq/books?id=PgECAAAACAAJ&dq=basics+of+statistical++analysis&hl=ar&sa=X&ved=2ahUKEwjE4_vEgenrAhVNzKQKHRHfAakQ6AEwAXoECAIQAQ
I hope it is helpful
Best
2-
You may want to consider this free online course which starts with the basics and becomes quite advanced - it was vetted and approved externally from our Centre
http://www.bristol.ac.uk/cmm/learning/online-course/
and https://www.cmm.bris.ac.uk/lemma/
It can be followed in MLwiN, Stata and R; each module is divided into two parts - conceptual and practical; we provide the data for the practical. There are quizzes that help you evaluate you understanding.
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