Market series
OHLCV, funding and open interest have their own frequency, latency and gaps.
RESEARCH / DATA
A strategy cannot be better than its data.
kquant links every research version to its time range, sources and known data limitations.
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
Point in time
Asset universes and features must reflect information available at that moment.
Quality checks
Gaps, stale series and inconsistent intervals should be detected before testing.
Source risk
Exchange data can differ, and historical availability cannot guarantee future feed quality.
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.