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 ...

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 ...

When I joined Caltech as teaching faculty, back in the summer of 2015, my first task was to develop a statistics course for applied mathematics and computer science undergraduate students and for ...

I have just completed the Statistical Inference course, the seventh course of the Data Science Specialization offered from Coursera. A brief description of what the course is about: Statistical ...

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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The goal of this course is for students to become statistically literate and learn how to apply this knowledge in diverse situations while providing the necessary foundation for their future study of ...