In this project you will investigate the exponential distribution in R and compare it with the Central Limit Theorem. The exponential distribution can be simulated in R with rexp(n, lambda) where ...

If you aren't able to do this on your machine, you may want to check out Google Colab. It's a free service that allows you to run Jupyter notebooks in the cloud. Alternatively, I've set up some ...

Properties of estimators: unbiasedness, consistency, efficiency and sufficiency. Methods of estimation with particular emphasis given to the method of maximum likelihood. Hypothesis testing and ...

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This online data science specialization is designed to provide you with a solid foundation in probability theory in preparation for the broader study of statistics. The specialization also introduces ...

From July 31 to August 21, 2021, Associate Professor Teppei Yamamoto (Department of Political Science, Massachusetts Institute of Technology) gave an intensive summer course at Waseda University ...

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Confidence intervals are computed from a random sample and therefore they are also random. The long run behavior of a 95% confidence interval is such that we’d expect 95% of the confidence intervals ...