Mechanism · Data · Simulation

Statistics begins with a question.

A continuing series of statistical investigations. We use simulation to move between the mechanisms that generate data and the patterns we observe.

Mechanism and data connected by simulation Points move continuously along an infinity-shaped curve between mechanism and data. Mechanism Data simulation

The idea

From an invisible process to visible data.

Statistical reasoning connects what we observe to the process that may have produced it. Simulation lets us examine that connection.

01

Mechanism

What process could have generated the observations in front of us?

02

Data

What patterns can we see, and which features might simply be chance?

03

Simulation

What changes when we repeat the process under controlled assumptions?

The series

Statistical laboratories

Each laboratory begins with a question and develops the statistical ideas needed to investigate it.