A log-transformed data plot looks straight. Does this prove the original process is exponential at all times? Explain.
- Use the domain, units and sampling assumptions stated in the question.
Skills and prerequisite lessons
Working and explanation
BUILD THE REASONING
Hint 1
Hint 2
Worked solution
Translate the context into an exponential or logarithmic equation and check what the model assumes.
Inspect residuals, measurement error, alternative models and the time interval before using predictions.
Positive data are also required for a real logarithmic transform.
No; it supports a model within the observed range but does not prove the mechanism or unlimited extrapolation.
Checks and common pitfalls: Positive data are also required for a real logarithmic transform.
Reasoning checklist · self / teacher assessment
- State the relevant definition, condition or model.
- Show a valid calculation, proof or counterexample.
- Interpret the conclusion with its restrictions.
Think first. Reveal a hint when the class is ready.