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PCNtoolkit

  • Getting Started
  • Tutorials
  • Support
  • Development
  • API Reference
  • GitHub
  • Getting Started
  • Tutorials
  • Support
  • Development
  • API Reference
  • GitHub

Section Navigation

Introductory tutorials

  • Getting started with normative modelling
  • The NormData class

Normative modelling

  • Bayesian Linear Regression
  • HBR with Normal likelihood
  • HBR with SHASH likelihood
  • HBR with Beta likelihood
  • HBR with ZINB likelihood
  • Compare normative models
  • Evaluation metrics
  • Fit normative models on a compute cluster
  • Command line interface

Federated normative modelling

  • Transfer and extend
  • Merge normative model
  • Transfer a pretrained model to your own data
  • Tutorials

Tutorials#

Introductory tutorials

  • Getting started with normative modelling
  • The NormData class

Normative modelling

  • Bayesian Linear Regression
  • HBR with Normal likelihood
  • HBR with SHASH likelihood
  • HBR with Beta likelihood
  • HBR with ZINB likelihood
  • Compare normative models
  • Evaluation metrics
  • Fit normative models on a compute cluster
  • Command line interface

Federated normative modelling

  • Transfer and extend
  • Merge normative model
  • Transfer a pretrained model to your own data

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Getting started with normative modelling