Introduction to Statistical Theory

Category: Statistics
Published: Monday, 25 May 2015

This is a graduate level course being offered at the Department of Statistics of Indiana University. I took this course on Spring 2014 with Prof. Michael W. Trosset. The textbook we used was Essentials of Statistical Inference (Cambridge Series in Statistical and Probabilistic Mathematics) by Young and Smith. This is an introductory but advanced textbook in statistical theory. The following is a compilation of my solutions to the assignments given in class. Some assignments are from the textbooks others are not.

Assignments


Exams


Resources


Introduction To Statistics

Category: Statistics
Published: Sunday, 24 May 2015

This is a graduate level course being offered at the Department of Statistics of Indiana University. I took this course on Spring 2012 with Prof. Michael W. Trosset The following is a compilation of my solutions to the assignments given in class. All assignments are from the Prof. Michael Trosset's book An Introduction to Statistical Inference and Its Applications with R (Chapman & Hall/CRC Texts in Statistical Science), (you can also check the book's webiste) which I highly recommend for beginners in Statistics and Probability.

Assignments


R Code


The following is a compilation of resources I found useful while taking the course and thinking about this subject. In this course we relied heavily in the use of R: a free software environment for statistical computing and graphics. I wrote some small programs in R:

  1. Urn model - a simple urn model with replacement. See also: sample function.

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