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Binomial Coefficient Log Ratio Step Tool

Compute binomial coefficient log ratio step from explicit bounded inputs.

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Description

Return adjacent binomial ratio and its natural logarithm.

Exact combinatorial recurrences distinguish individual summands, adjacent ratios and complete totals. A local arithmetic identity can be correct without proving that its supplied inputs are the intended counts or that a whole enumeration has been completed.

Return adjacent binomial ratio and its natural logarithm.

When to use this tool

Use Binomial Coefficient Log Ratio Step when checking the stated recurrence, coefficient-ratio or inclusion-exclusion term.

How to use the tool and how it works

  1. Enter n, k. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read ratio, logRatio. Use the output convention below.

Return adjacent binomial ratio and its natural logarithm. Require n 1..1000000 and k in [0,n); ratio = (n-k)/(k+1), logRatio = ln(ratio).1

Pascal recurrence and adjacent-coefficient ratios are exact combinatorial identities; checking a supplied local identity does not verify a complete row.2

Input fieldMeaning and unitsAccepted input
nNRequired. Safe integer; minimum 1; maximum 1000000.
kKRequired. Safe integer; minimum 0.
Output fieldInterpretationReturned shape
ratioRatioRequired. Finite number.
logRatioLog RatioRequired. Finite number.
json
{
  "input": {
    "n": 5,
    "k": 2
  },
  "output": {
    "ratio": 1,
    "logRatio": 0
  }
}

Limitations and assumptions

  • Direction is k+1 over k for fixed n; this does not compute complete coefficients or a log-probability mass function.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Use the complete recurrence with justified initial conditions and exact integer arithmetic when a full counting result is required.

References

  1. Calculation and input contract: combinatorics/binomial-coefficient-log-ratio-step — tool.io

  2. DLMF: binomial coefficients — NIST

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