Teaching material

Introduction to Statistics

0. Introduction

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1. Statistical measures

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2. Randomness and probability

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3. Confidence intervals and p-values

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4. Observational studies and covariate adjustment

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5. Linear regression

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6. Logistic regression

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Introduction to Causal Inference

0. Introduction

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1. Association vs causation

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2. Estimation of causal effects

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3. Directed Acyclic Graphs

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4. Marginal causal effects

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5. Instrumental variables and Mendelian randomization

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Design of Epidemiological Studies

0. Introduction

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1. Cohort studies I

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2. Case-control studies

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3. Cohort studies II

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4. Nested case-control studies

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5. Case-cohort studies

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