Course Name: Statistical Inference (SI) and Simulations
Participants: BSc Mathematics and Data Science students of Sorbonne University
Faculty Name: Dr. Tanujit Chakraborty
Timeline: September 2023 to November 2023 | Sessions: 60 Sessions
Email: tanujit.chakraborty@sorbonne.ae
Course Webpage: https://www.ctanujit.org/si.html
Disclaimer: These notes closely follow the material in the textbooks cited in the documents and several publicly available online materials, including courses from Stanford University, UCL, IITK, and IIMI, with some additions by the author. Below, I provide a non-exhaustive reference list. These notes should not be distributed or used for commercial purposes.
Main References:
[1] Rice, John A. Mathematical statistics and data analysis. Cengage Learning, 2006. (Download Link: https://korivernon.com/documents/MathematicalStatisticsandDataAnalysis3ed.pdf)
[2] Course Notes of Stanford University: https://web.stanford.edu/class/stats200/lectures.html
[3] Course Notes of UCL: https://github.com/FJRubio67/StatisticalInference
[4] Course Notes of IITK: https://dvats.github.io/teaching/MTH210.html
[5] Course Notes of IIMI: https://sites.google.com/site/sayantaniimi/teaching/intro-prob-stat-2022