# Researcher advanced topics

Use these references when designing new benchmarks, curating telemetry
experiments, or surveying the broader calibrated explanations literature.

- {doc}`theory_and_literature` – Consolidated bibliography covering
  classification, regression, ensured explanations, and fast extensions with
  links to replication artefacts.
- {doc}`../../foundations/concepts/probabilistic_regression` – Conceptual
  grounding for probabilistic regression and threshold selection.
- {doc}`../../foundations/concepts/alternatives` – Narrative framework for
  alternative explanations and triangular plot interpretation.
- {doc}`../../foundations/how-to/configure_telemetry` – Telemetry hooks for
  experimental instrumentation.

```{toctree}
:maxdepth: 1
:hidden:

theory_and_literature
../../foundations/concepts/probabilistic_regression
../../foundations/concepts/alternatives
../../foundations/how-to/configure_telemetry
```