Conditional Harmony

Hold every solo frequency still. Do the pairs survive?

A hot ball automatically makes all its pairs look hot. Curveball shuffles the incidence matrix while preserving every draw size and every ball total, then asks what remains.

Largest conditional pair residuals

Lotto 6aus496/49 + 1/9 era · since Sep 2024214 draws

18 + 29+4.01σ

2 + 29+3.80σ

17 + 23+3.67σ

17 + 40+3.36σ

22 + 27+2.99σ

24 + 45+2.96σ

4 + 26+2.86σ

12 + 16+2.74σ

9 + 27+2.72σ

14 + 29+2.64σ

34 + 46+2.61σ

18 + 48+2.53σ

17 + 32+2.48σ

30 + 38+2.46σ

16 + 22+2.46σ

30 + 48-2.35σ

2 + 43+2.33σ

7 + 28+2.32σ

Curveball conditional Monte Carlocurveball-pairs-v1seed 2026082759 samples; row and column margins fixed

Observed bars sit over the conditional mean. Ranking by |z| is exploratory across every pair.

The maths, in plain language

Condition on the margins

Represent draws as a binary draw-by-ball matrix. A Curveball trade exchanges non-shared entries between two rows, preserving both row sums $k$ and every column total. Pair counts in the randomised matrices form a conditional reference distribution, read as $z=(O-\mu)/\sigma$ .

The story behind it

The glow a hot ball lends its neighbours

Most “favourite pair” tables ask the wrong question. If 7 appears often, every pair containing 7 inherits the glow. Conditioning removes that easy explanation. The remaining extremes still face a large look-elsewhere effect: this page ranks clues, not discoveries.