Hypothesis
An economic or behavioural idea is stated before optimization.
RESEARCH / PROCESS
The same order for every new idea.
kquant methodology separates formulation, measurement, search, confirmation and observation so the decision is not rewritten after seeing the result.
READABLE STRATEGYready to test
DIRECTIONDonchian breakoutANDFILTERADX > 22ANDRISKATR stop
SYSTEM DOMAIN05 / RESEARCH
Make the method reproducible
- DISCOVER
- OPTIMIZE
- VALIDATE
- RUN
- OBSERVE
NEXT CLEAR ACTION
Start with one research record.
The product is easier to understand when the visitor sees one concrete object move through the workspace.
01Define the rule→
02Run a cost-aware backtest→
03Challenge the candidate→
04Observe it forward
Anchor
A minimal version creates the baseline for every later addition.
Search and freeze
The space is explored and the selected candidate is frozen beside trial history.
Validate and observe
Independent checks open Simulation observation while live remains a separate user decision.
DECISION FRAMEWORK
Could another researcher reproduce the conclusion?
A useful record states the question, data version, assumptions, method, negative results and what the evidence cannot claim.
State the hypothesis first
Keep comparison conditions equal
Publish limitations beside results
Reproducible research record
Important
Historical, statistical and model results do not promise future returns. kquant provides computational tools and technical execution, but does not assess whether a specific trade is suitable for a user.