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Data 102: Data, Inference, and Decisions Textbook

Data, Inference, and Decisions

Chapter 1: Decisions and Hypothesis testing

Chapter 2: Bayesian Inference

Chapter 3: Prediction

Chapter 4: Causal Inference

Chapter 5: Tail Bounds and Concentration Inequalities

Chapter 3: Prediction

This chapter will cover prediction with generalized linear models and nonparametric models.

Data, Inference, and Decisions

Bayesian Inference with Sampling

Data, Inference, and Decisions