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Computer-Age-Statistical-Inference
Computer Age Statistical Inference – Session 10
For the tenth session, we will cover Chapter 18 (Neural networks and deep learning).
December 4, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 9
For the ninth session, we will cover Chapter 17 (Random forests and boosting).
November 20, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 8
For the eighth session, we will cover Chapter 16 (Sparse modeling and the lasso).
November 13, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 7
For the seventh session, we will cover Chapter 14 (Statistical inference and methodology in the postwar era) and Chapter 15 (Large-scale hypothesis testing and false discovery rates).
November 6, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 6
For the sixth session, we will cover Chapter 12 (Cross-validation and $C_p$ estimates of prediction error) and Chapter 13 (Objective Bayes inference and Markov chain Monte Carlo).
October 30, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 5
For the fifth session, we will cover Chapter 10 (The jackknife and the bootstrap) and Chapter 11 (Bootstrap confidence intervals).
October 23, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 4
For the fourth session, we will cover Chapter 8 (Generalized linear models and regression trees) and Chapter 9 (Survival analysis and the EM algorithm).
October 16, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 3
For the third session, we will cover Chapter 6 (Empirical Bayes) and Chapter 7 (James–Stein estimation and ridge regression).
October 9, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 2
For the second session, we will cover with Chapter 4 (Fisherian inference and maximum likelihood estimation) and Chapter 5 (Parametric models and exponential families).
October 2, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
PDF
Code
Computer Age Statistical Inference – Session 1
For the first session, we will start with Chapter 1 (Algorithms and inference), Chapter 2 (Frequentist inference), and Chapter 3 (Bayesian inference).
September 18, 2025 15:00 — 17:00
Room 7.3.J08, Juan Benet Building
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Code
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