HAS – Hays plc (LSE) | 2-wk Markov

How the Markov model works here

A Markov Chain simplifies weekly price action into states—Down, Neutral, Up—and learns the probability of moving from one to the next. It’s “memoryless”: the next step depends on the current state, not distant history.

We present: Prob. Up Next Week (one-week transition), Prob. Up ≤ k (at least one Up in the next k weeks), Expected Run (typical state duration), and Reward Stats (average weekly returns by state/transition).

Higher Up probabilities / longer Up runs = constructive. Persistent negative rewards or Down bias = caution. Educational only – not financial advice.

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Markov Results

k = 2 Reset

Prob. Up Next Week

0.00

Neutral

Prob. Up ≤ k

0.00

At least one Up within k weeks

Expected Up Run (wks)

0.0

Typical

Down-state Reward (%/wk)

0.00

Benign

P20 / P80 (weekly)

-0.43 / 0.25 Range

Reward (Up %/wk)

Positive

Reward (Neutral %/wk)

Baseline

Expected Down Run (wks)

Risk

Lookahead Horizon (k weeks)

2

Move the slider to see probabilities within 1–8 weeks.

HAS - Hays plc LSE

Metric	Value
Current State	Down
Prob. Up Next Week	0.032
Prob. Up ≤ 2	0.058
Expected Run (Current)	10.33
Expected Run (Up)	5.33
P20 / P80 Bands	-0.433 / 0.247

Quick Read

Prob. Up Next Week

0.032

Prob. Up ≤ k

0.058

Expected Run (Current)

10.330

Expected Run (Up)

5.330

Avg Return in Up (wk)

0.002

Avg Return in Neutral

-0.003

Avg Return in Down

0.000

Plain-English Interpretation

Current regime: Down.

Short-term odds do not favour an Up move yet. Downtrends here can linger; patience is key if waiting for a turn. If/when it flips Up, rallies often carry for several weeks. Typical weekly range sits between -0.433 and 0.247 (20th–80th pct).

Reward Stats (avg % return)

State	Avg Return	Samples
0	0.000	28
1	-0.003	86
2	0.002	29

Transition	Avg Return	Samples
0->0	-0.003	27
0->1	0.082	1
1->0	0.006	2
1->1	-0.004	81
1->2	0.012	3
2->1	-0.015	4
2->2	0.005	25

Reading the metrics

Prob. Up Next Week — one-step transition. Higher values are constructive.
Prob. Up ≤ k — chance of at least one Up in the next k weeks.
Expected Run — typical duration of current state; longer Up runs support trends.
P20 / P80 — typical weekly range for risk sizing.
Reward Stats — average weekly returns by state/transition; negatives flag caution.

Legend

Positive Negative Neutral k = weeks ahead Probabilities Ranges (P20/P80)

Accents appear where metrics indicate strength or risk.