Quick guide
How to use this calculator
- Enter the observations, probabilities, model parameters, or summary statistics requested by the visible labels.
- Keep every value on the same scale and confirm that the selected sampling relationship, distribution, and tail convention match the question you are investigating.
- Read the result together with its assumptions and interpretation. Statistical output summarizes uncertainty under a model; it does not repair biased data or establish causation.
Calculation method
How the p-value calculator works
p is the null-model probability of a statistic at least as extreme as observed.
A p-value is not the probability that the null hypothesis is true and does not measure effect importance.
Worked example
P-Value example
For z=1.96, the two-sided p-value is approximately 0.05.
p is the null-model probability of a statistic at least as extreme as observed.
Supported inputs
Precision and limits
Model and design
The selected reference distribution and tail direction must have been specified by a valid test before examining the result.
Numerical scope
Inputs use double-precision numerical methods with guarded domains. Datasets accept up to 10,000 finite plain-decimal values. Extremely large parameters or probabilities deep in a numerical tail may require specialist statistical software.
Interpretation
A p-value is not the probability that the null hypothesis is true and does not measure effect importance.
Decision boundary
The calculator does not validate how data were collected, diagnose dependence or bias, choose a scientifically meaningful effect, or replace review by a qualified statistician for consequential research, medical, regulatory, safety, or policy decisions.
Privacy
Entered values and calculated results stay in this browser and are not sent to an analytics service.
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