nexus-stats 6.0.1

Fixed-memory, zero-allocation streaming statistics for real-time systems
Documentation
# LevelCrossing — Threshold Crossing Counter

**Counts how often a signal crosses a fixed threshold.** One comparison
per sample.

| Property | Value |
|----------|-------|
| Update cost | ~1-2 cycles |
| Memory | ~16 bytes |
| Types | All (f32, f64, i32, i64) |
| Output | `bool` — true on crossing |
| Error handling | Returns `Result<_, DataError>` on NaN/Inf input |

## What It Does

```
  Signal crossing threshold:

  Value
  110 ┤     ·        ·        ·
  100 ┤──·──×──·──·──×──·──·──×──·── threshold
   90 ┤        ·        ·        ·
      └────────────────────────────── t
             ↑        ↑        ↑
          crossing  crossing  crossing  (count = 3)
```

Detects the moment a signal transitions across the threshold in either
direction. Useful for frequency estimation (crossings/sec ≈ 2 × frequency)
and activity/oscillation counting.

## API

```rust
let mut lc = LevelCrossingF64::new(100.0);  // threshold

lc.update(95.0).unwrap();   // below — false
lc.update(105.0).unwrap();  // crossed! — true
lc.update(110.0).unwrap();  // still above — false
lc.update(90.0).unwrap();   // crossed back — true

assert_eq!(lc.crossing_count(), 2);
```

## Examples

- Frequency estimation: `crossings / (2 × time) ≈ dominant frequency`
- Oscillation detection: high crossing rate = unstable signal
- Event counting: "how many times did latency exceed 100ms?"

## Performance

| Operation | p50 | p99 |
|-----------|-----|-----|
| `LevelCrossingF64::update` | ~2 cycles | ~2 cycles |

One comparison per sample. Branch perfectly predicted for stable signals.