Markov Analyzer

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Lookahead Horizon (k weeks)

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COYA - Coya Therapeutics, Inc. NASDAQ

Metric	Value
Current State	Neutral
Prob. Up Next Week	0.054
Prob. Up ≤ 2	0.094
Expected Run (Current)	8.22
Expected Run (Up)	5.4
P20 / P80 Bands	-0.289 / 0.357

Quick Read

Prob. Up Next Week

0.054

Prob. Up ≤ k

0.094

Expected Run (Current)

8.220

Expected Run (Up)

5.400

Avg Return in Up (wk)

0.020

Avg Return in Neutral

0.007

Avg Return in Down

-0.008

Plain-English Interpretation

Current regime: Neutral.

Short-term odds do not favour an Up move yet. Current regime is usually short-lived. If/when it flips Up, rallies often carry for several weeks. Average weekly return while Up is positive - constructive when the regime turns. Down regime carries negative drift - avoid knife-catching. Typical weekly range sits between -0.289 and 0.357 (20th–80th pct).

Reward Stats (avg % return)

State	Avg Return	Samples
0	-0.008	24
1	0.007	71
2	0.020	24

Transition	Avg Return	Samples
0->0	0.001	20
0->1	-0.052	4
1->0	-0.004	4
1->1	0.001	64
1->2	0.146	3
2->1	0.118	3
2->2	0.006	21

How to Read These Results

This screener uses a Markov chain model built from past price movements between “Down”, “Neutral”, and “Up” states.

Prob. Up Next Week: Chance that the next weekly move is Up. >0.6 is strong; <0.4 is weak.
Prob. Up ≤ k: Chance of seeing at least one Up week within the next k weeks.
Expected Run (Current / Up): How many weeks a regime tends to last. Longer Up runs are constructive.
P20 / P80: Typical weekly range (20th–80th percentile). Position size accordingly.
Reward Stats: Average weekly returns by state/transition. Positives are favourable; negatives suggest caution.