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Pro Risk Review Framework
A member-only framework for reviewing drawdown thresholds, stress scenarios, exposure overlap, and decision triggers before scaling an idea.
Quantitative Analysis Methods Primer
A practical introduction to turning a market observation into a measurable hypothesis, reviewable evidence, and a clear limitation note.
Backtest review card
A compact review card for documenting benchmark choice, bias checks, cost assumptions, and limitations.
Portfolio allocation log
A lightweight log for recording target weights, drift bands, review cadence, and exception decisions.
Research journal template
A structured template for recording hypotheses, assumptions, evidence, decisions, and follow-up review notes.
Allocation discipline
A reference for sizing sleeves and reviewing allocation changes with consistent rules.
Backtesting discipline
References for evaluating historical simulations without overstating what they prove.
Evaluation checklist
A pre-publication checklist for historical research summaries.
Portfolio analysis
Portfolio-method references for allocation, exposure, diversification, and review cadence.
Backtesting
Historical strategy validation, assumptions, and reproducibility.
Portfolio
Positions, account metrics, allocation, and reporting.
Research
Research notes, experiments, and reproducible analysis.
Moving average crossover research template
A structured example showing how to document assumptions, costs, and limitations without presenting a signal.
Benchmark
A reference series or policy portfolio used to evaluate performance, risk, exposure, or opportunity cost.
Concentration
The degree to which exposure is dominated by a small number of holdings, factors, sectors, or assumptions.
Hypothesis is written after seeing results
Research setup troubleshooting: The research note reads like the result was known in advance
Lookahead bias
A research error where an analysis uses information that would not have been available at the simulated decision time.
Out-of-sample
Data reserved for evaluation after rules or parameters have been chosen on separate development data.
Rebalancing
The process of returning allocations toward defined targets or adjusting them under documented rules.
Survivorship bias
A research error caused by testing only observations that survived to the current sample.
Transaction costs
The frictions that reduce implementable results, including fees, spreads, market impact, and other execution costs.
