Leo Park is a quantitative analyst who turns math ideas into working calculators and clear problem‑solving steps. With hands‑on experience building small tools for probability, optimization, and numerical methods, he focuses on making formulas reliable and easy to test.
He has contributed to classroom aids and study apps, translating algebra, calculus, and statistics concepts into practical inputs, outputs, and edge‑case checks. Leo’s work emphasizes unit consistency, domain constraints, and transparent variable definitions so users can trust the results.
In his writing, Leo breaks down methods like Newton’s method, least squares, and combinatorics using tight explanations and minimal notation. He highlights common pitfalls—such as rounding drift, domain violations, and parameter sensitivity—and shows how to validate results with quick sanity checks.
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Table of contents
Goal and Output
Purpose: Compute a total price including sales tax. Output unit: USD ($), formatted to two decimals.
Required Inputs
Price (USD): non-negative real number. Range: 0 to very large; typical consumer range: $0–$100,000. Default: none.
Formula and Definitions
Equation: total = price * (1 + taxRate)
Variables:
price: pre-tax amount in USD.
taxRate: sales tax as a decimal. Here, taxRate = 0.08 (8%).
total: final amount due in USD.
Timing/compounding: Single-application sales tax (no compounding).
Worked Example (US locale)
Inputs:
Price = $100.00
taxRate = 0.08
Steps:
Compute 1 + taxRate = 1 + 0.08 = 1.08
Multiply: total = $100.00 × 1.08 = $108.00
Result (formatted): $108.00
Validation and Sanity Checks
If price = $0, total should be $0.00.
If price is positive, total must be greater than price when taxRate > 0.
Rounding: display to 2 decimals. Internal calculation can retain full precision before formatting.
Edge Cases and Pitfalls
Missing or non-numeric price: prompt to enter a valid number.
Negative price: typically invalid for retail; treat as error unless modeling refunds/credits.
Very small values (e.g., $0.01) will still incur proportional tax ($0.00 after rounding if below $0.005).
Cross-Check
Reverse check: total / (1 + taxRate) should return the pre-tax price within rounding tolerance.