Weibull Hazard Survival Calculator

QualifiedWeibullμ=(k/λ)(x/λ)^(k−1),S=e^−(x/λ)^k,positive-agebranch/no zero-age singularity or silentunderflow. Actual independently applicable qualified life-table/model/rate assumptions,not a diagnosis,individual death prediction,published mortalitytable,contractquote or guaranteed financialresult.

Description

A Weibull lifetime model describes survival and an age-dependent hazard through scale and shape parameters.

A Weibull lifetime model describes survival and an age-dependent hazard through scale and shape parameters.1

This calculator evaluates that declared continuous model at a positive age; it does not fit a mortality curve to observations.

When to use Weibull Hazard Survival Calculator

Use this tool to apply the stated weibull hazard survival calculator operation with an explicit input and unit basis.

How to use Weibull Hazard Survival Calculator and how it works

  1. Establish the measurement basis and units described above.
  2. Enter actualAge, callerWeibullScale, callerWeibullShape and run the tool.
  3. Read result.hazard, result.survival using the output meanings below.
  4. If input is rejected, correct the stated type, range, ordering or alignment issue and rerun; review successful results under the declared convention.
Input fieldMeaningValue typeRequirement
actualAgeAge. Units, ordering and applicable branch are specified in the algorithm.numberrequired; finite; strictly positive; further conditions in the algorithm
callerWeibullScaleWeibull Scale. Units, ordering and applicable branch are specified in the algorithm.numberrequired; finite; strictly positive; further conditions in the algorithm
callerWeibullShapeWeibull Shape. Units, ordering and applicable branch are specified in the algorithm.numberrequired; finite; strictly positive; further conditions in the algorithm

Require strictly positive age x, scale λ and shape k on a common time basis. Calculate the Weibull hazard and exponential survival. The exponential helper rejects overflow and survival underflow to exactly zero; age zero is outside this implementation’s branch.

hazard = (k/λ)(x/λ)^(k−1); survival = exp(−(x/λ)^k)

Apply the declared units, ordering and branch conditions.

Output fieldMeaningValue type
resultObject containing the declared output fields.object
result.hazardWeibull instantaneous hazard in inverse units of the supplied age/scale basis.number
result.survivalWeibull survival probability; underflow to exactly zero is rejected.number
json
{
  "input": {
    "actualAge": 2,
    "callerWeibullScale": 2,
    "callerWeibullShape": 2
  },
  "output": {
    "result": {
      "hazard": 1,
      "survival": 0.36787944117144233
    }
  }
}

Limitations and assumptions

The output applies the declared operation to the values you supply. Establish the measurement basis, units, coefficients and any caller-selected rules before interpreting it. The tool does not independently collect or verify observations or decide whether a model or reference applies.

Supply explicit required fields with the documented types and dense aligned arrays. Unknown fields, wrong types and nonfinite numbers are rejected. Branch-specific constraints are explained above. A returned boolean, signed difference or tied result follows the stated convention; an input error instead means the required input contract was not satisfied. Very large inputs or outputs may be rejected by shared resource limits.

Alternative or Complementary methods

For a related operation, use Makeham Law Force of Mortality Calculator. Makeham’s mortality law adds an age-independent term to an exponentially increasing force of mortality.

For a related operation, use Force of Mortality From lx Calculator. An average force of mortality over an interval describes the logarithmic decline in survivors per unit time.

References

  1. Weibull Hazard Survival Calculator — tool.io

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