Teaching

Applied Statistics (AppStat), EURECOM, 2023 SPRING (Jupyter Notebooks)

• Lecture 1 (April 21, 2023): Chapters 1 and 2 of Efron & Tibshirani 1993  

• Lecture 2 (May 5, 2023): Chapter 2 of Efron & Tibshirani 1993  

• Lecture 3 (May 12, 2023): Chapter 6 of Efron & Tibshirani 1993  

• Lecture 4 (May 26, 2023): Chapter 7 of Efron & Tibshirani 1993 

• Lecture 5 (June 2, 2023): Chapter 8 of  Efron & Tibshirani 1993 

• Lecture 6 (June 9, 2023): Chapter 10 of  Efron & Tibshirani 1993 

Introduction to Statistics (IntroStat), EURECOM, 2023 SPRING (Lecture Notes)

• Lecture 1 (March 3, 2023): Introduction and Probability Theory

• Lecture 2 (March 10, 2023): Probability Theory

• Lecture 3 (March 17, 2023):  Probability Theory  and Mean Estimation and Introduction to Estimation Theory

• Lecture 4  (March 24, 2023):  Mean Estimation and Introduction to Estimation Theory

• Lecture 5 (March 31, 2023): Maximum Likelihood Estimation

• Lecture 6 (April 7, 2023): Maximum Likelihood Estimation and Statistical Hypothesis Testing

• Lecture 7 (April 14, 2023):  Statistical Hypothesis Testing

Foundations of Statistical Inference (STATS), EURECOM, 2021 FALL

• Lecture 1 (Oct 4, 2021): Introduction and Probability Theory

• Lecture 2 & 3 (Oct 13, 20, 2021): Mean Estimation and Introduction to Estimation Theory 

• Lecture 4 (Oct 27, 2021): Parametric Models and Maximum Likelihood Estimation

• Lecture 5 (Nov 3, 2021): Statistical Hypothesis Testing

• Lecture 6 (Nov 17, 2021): Bayesian Inference I

• Lecture 7 (Nov 24, 2021): Bayesian Inference II: Hypothesis Testing

Foundations of Statistical Inference (STATS), EURECOM, 2020 FALL

• Lecture 1 (Sep 28, 2020): Introduction [slides] and Probability Theory [slides]

• Lecture 2 (Oct 5, 2020): Mean Estimation and Introduction to Estimation Theory [slides]

• Lecture 3 (Oct 12, 2020): Parametric Models and Maximum Likelihood Estimation [slides]

• Lecture 4 (Oct 19, 2020): Statistical Hypothesis Testing [slides]

• Lecture 5 (Oct 26, 2020)  Statistical Hypothesis Testing (cont.) [slides]

• Lecture 6 (Nov 2, 2020) Bayesian Inference I [slides]

• Lecture 7 (Nov 16, 2020) Bayesian Inference II: Hypothesis Testing [slides]