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Having graduated in econometrics I am now working as a Data Science Consultant. I would like to gain a deeper knowledge of (theory of) inferential statistics. Is there any recommendable online course/book/slide material in this area.

I would like to gain a deeper understanding of concepts like:

  • Cramer-Rao Lower Bound
  • Chapman-Robbins Bound
  • Rao-Blackwell Theorem
  • Central Limit theorem
  • etc.

Note: I do not need basic definitions as I am using statistics and econometrics for ~5 years already. My aim is to gain an understanding of the underlying theory.

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You could have a look at :

https://www.coursera.org/specializations/statistics

Im pretty sure the quality is on point as I have done similar courses from Coursera.

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    $\begingroup$ Please consider expanding your answer to offer more detail about what is on offer; at present it's almost a bare link. See How do I write a good answer? under "Provide context for links". $\endgroup$ – Glen_b -Reinstate Monica Oct 7 '18 at 8:42
  • $\begingroup$ This course your mentioned is for newbies with little or no background in mathematics and statistics. $\endgroup$ – user3503589 Mar 15 at 13:05

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