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Size factors: distinguish market capitalization from a return spread

Distinguish a company’s market capitalization from a portfolio return spread.

Share price is not company size

This article measures size as share price multiplied by a specified share count. A low-priced share can belong to a larger company. Define whether the count excludes treasury stock or represents free float.

Use price and shares appropriate to the same date. Mixing conventions makes cross-company comparisons difficult.

Fictional capitalization

EX-A has a price of 500 yen and 20 million shares, giving capitalization of 10 billion yen. EX-B has a price of 2,000 yen and 2 million shares, giving 4 billion yen. A is larger despite its lower share price.

A two-for-one split halves price and doubles shares, leaving capitalization unchanged if everything else is equal. These are fictional calculations.

Define the small-company boundary

A fixed yen threshold and a daily percentile boundary answer different questions. Predefine the eligible market, rebalance dates and missing-data policy.

Preserve delisted companies where the study requires them. Check whether size groups mainly reflect sectors, listing segments or uneven data coverage.

Characteristics differ from factor returns

Market capitalization is a company characteristic. An academic size factor is a time series calculated from specified portfolio groups and weights. Construction details matter.

If fictional small and large portfolios return −1% and −3%, their spread is +2 percentage points. A positive spread does not imply a profitable long-only small portfolio.

Transfer the diagnostic design carefully

KabuForge’s public course separates momentum features from future-return labels. Its workflow can inform a size study, without establishing automatic share-count acquisition or a built-in size strategy.

Check missingness, quantiles and costs separately. Read factors, survivorship bias and transaction costs.

Public sources and limitations

Concept references: Fama–French factor construction. Additional reference: size grouping within the five-factor construction. Software workflow and limitations: KabuForge public GUI research course. Reviewed October 6, 2026. The fictional examples are teaching calculations, not course execution results.

The public course is research-only and does not certify historical information availability. A concept explanation does not establish that every method is implemented in the software. This article recommends no securities, trades or settings. Read the disclaimer.

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Applies to: main source candidate (unpublished) · Public source docs/en_US/GUI_RESEARCH_COURSES.md

Reviewed · KabuForge