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Ordinary income tax rate

As explained in Build a Robo-Advisor with Python (From Scratch)

An ordinary income tax rate is the tax rate applied to income taxed under ordinary income-tax rules rather than preferential capital-gains rules.

An ordinary income tax rate applies to income taxed under ordinary income-tax rules rather than preferential capital-gains rules. It matters when comparing where to hold assets and when estimating the tax benefit of realizing investment losses. section 8.1 section 14.3

Asset location

A model assigns a 35% ordinary-income rate to IRA distributions. Because bond interest is generally taxed at a higher rate than stock dividends, it places $500,000 of bonds in the IRA and $500,000 of stocks in the taxable account. The modeled strategy produces $4,913,923 after tax, compared with $4,162,819 when the holdings are reversed. section 8.1

For tax-loss harvesting, estimate the immediate benefit by multiplying the realized loss by the applicable rate. Use the ordinary income rate when the loss offsets ordinary income; compare that benefit with commissions, bid–ask spreads, and other replacement-trade costs. section 14.3

How Build a Robo-Advisor with Python (From Scratch) covers it

How deep it goes
Defines the rate through financial examples and a Python asset model, then applies it to IRA distributions and loss offsets.
Examples
Uses a 35% IRA rate, stock-and-bond placement, after-tax portfolio totals, and loss-offset calculations.
What it assumes
Assumes familiarity with stocks, bonds, IRAs, taxable accounts, capital gains, and basic Python classes.
What you can do after
Evaluate after-tax asset placement and tax-loss-harvesting benefits with explicit rate assumptions.
How it connects
Connects ordinary income taxation with IRAs, taxable accounts, capital gains, asset location, and tax-loss harvesting.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Build a Robo-Advisor with Python (From Scratch). The section links point to the parts of the book it draws on.