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Strategy #0000000122 · Passive investing and portfolio tracking

Sparse index tracking and tracking difference
Enter constituent A weight, two constituent returns, index return and rebalance costs.

Index tracking can hold every constituent or use sampling and derivatives for sparse replication. The goal is usually to reduce tracking error while controlling holdings count, turnover, tax and trading costs; mismatched benchmark weights or timestamps also create deviations. This tool illustrates active return using two constituents and an entered index return; it does not optimise weights.

Beginner-friendlyAbout 8 minutesEvidence and practical analysis

Three ways in

Understand the story. Then inspect the risk.

Start with a familiar situation, check the payoff, then test how the numbers change.

The idea · in two minutes

What are the return difference and rebalance cost between a replica and its index?

Index tracking can hold every constituent or use sampling and derivatives for sparse replication. The goal is usually to reduce tracking error while controlling holdings count, turnover, tax and trading costs; mismatched benchmark weights or timestamps also create deviations. This tool illustrates active return using two constituents and an entered index return; it does not optimise weights.

Enter constituent A weight, two constituent returns, index return and rebalance costs.

No full tracking-error volatility or optimised solution is computed; dividends, corporate actions and taxes are omitted.

  • Input assumptionsEnter constituent A weight, two constituent returns, index return and rebalance costs.
  • Model outputNo full tracking-error volatility or optimised solution is computed; dividends, corporate actions and taxes are omitted.

Illustrative research examples only. They are not live signals or a recommendation.

Variants · same family, different risk levers

Data quality, constraints and implementation costs affect results.

Compare modelling and execution assumptions.

Related strategyRelationshipWhat changesNew cost or risk
Base scenarioManual inputsIndex tracking can hold every constituent or use sampling and derivatives for sparse replication. The goal is usually to reduce tracking error while controlling holdings count, turnover, tax and trading costs; mismatched benchmark weights or timestamps also create deviations. This tool illustrates active return using two constituents and an entered index return; it does not optimise weights.No full tracking-error volatility or optimised solution is computed; dividends, corporate actions and taxes are omitted.
Conservative versionLower exposureRaise cost/risk assumptions and constrain positions.May reduce participation.
Validation versionOut-of-sample testFreeze the method before evaluation on untouched data.Needs more clean data.

No full tracking-error volatility or optimised solution is computed; dividends, corporate actions and taxes are omitted.

Read beyond the summary

References

Primary sources and research used to describe the strategy and its limits.

  1. 01Roll (1992), A Mean/Variance Analysis of Tracking Errorresearch