S2E29: Multilevel Models -- The Often Unnecessary Green Monster

1

Introduction

00:00 • 2min

2

The Asshole's Origin Story

02:08 • 5min

3

The New Boston and Massachusetts Trivia

07:36 • 2min

4

The Need for Multi-Level Models

09:12 • 3min

5

The Unnecessary Ubiquity of Hierarchical Linear Modeling

11:42 • 3min

6

Random Effects Models for Clustered Data

14:22 • 6min

7

The Importance of Multi-Level Models

20:15 • 3min

8

How to Assess Endogeneity

22:58 • 6min

9

Generalized Estimating Equations (GE)

28:55 • 5min

10

The Problem With Multi-Level Models

33:45 • 3min

11

The Multi-Level Modeling Course

37:14 • 4min

12

The Importance of Multi Level Models

40:59 • 3min

13

The Importance of Complexity in Modeling

44:12 • 4min

14

How to Plan a Study

48:25 • 3min

15

The Problem With Small Clusters

51:06 • 1min

16

How to Use a Fixed Effect Model to Improve Your Data Structure

52:17 • 6min