> ## Documentation Index
> Fetch the complete documentation index at: https://docs.trinigence.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Education & Research

> How students, educators, and researchers use Trinigence to study trading logic.

## Who this is for

This use case is ideal for:

* students learning trading logic
* educators teaching strategy design
* researchers studying market behavior

***

## The learning problem

Most education focuses on:

* indicators in isolation
* examples without statistics
* theory without validation

That creates intuition, not evidence.

***

## How Trinigence helps

Trinigence enables:

* turning theory into testable logic
* exploring cause vs. effect
* understanding risk and variance
* learning through controlled experimentation

***

## Typical workflow

<Steps>
  <Step title="1. Start with a hypothesis">
    Example: "Volatility spikes after CPI surprises."
  </Step>

  <Step title="2. Convert it to strategy logic">
    Use Instant Mode or write a plain‑language idea.
  </Step>

  <Step title="3. Validate with backtests">
    Inspect trades, metrics, and drawdowns.
  </Step>

  <Step title="4. Iterate and document">
    Adjust assumptions and record outcomes.
  </Step>
</Steps>

***

## Example research questions

* Does a specific macro signal consistently shift volatility?
* Are momentum strategies regime‑dependent?
* Which exit logic best preserves capital in drawdowns?

***

## Notes for educators

To keep learning objective:

* require students to explain *why* a rule should work
* compare multiple variants of the same hypothesis
* emphasize robustness over peak performance

<Note>
  Research begins where intuition ends.
</Note>

***

## What to read next

<CardGroup cols={2}>
  <Card title="How backtesting works" icon="chart-line" href="/backtesting/how-backtesting-works" />

  <Card title="Metrics explained" icon="magnifying-glass-chart" href="/backtesting/metrics-explained" />

  <Card title="Writing better ideas" icon="pen-fancy" href="/writing-ideas/how-to-write-a-trading-idea" />

  <Card title="Data coverage" icon="database" href="/backtesting/data-coverage" />
</CardGroup>
