Hypothesis Tests

Wilcoxon Signed Rank Test Calculator

Ranks absolute nonzero paired differences and compares the positive and negative rank sums. The form displays signed ranks of nonzero paired differences beside wilcoxon signed-rank test, using a worked condition that can be recalculated with the labeled inputs.

Test inputs

Supply the analysis inputs when the result is reused

Separate values with commas, spaces, semicolons, or new lines.
Separate values with commas, spaces, semicolons, or new lines.
Calculated result

Wilcoxon signed-rank test

Result
—
signed ranks of nonzero paired differences

    Scope of the wilcoxon signed rank test method

    The wilcoxon signed rank test page ranks absolute nonzero paired differences and compares the positive and negative rank sums.

    Wilcoxon signed-rank test is limited to the statistical quantity named by the result panel. The wilcoxon signed-rank test calculation does not silently add a population, time horizon, causal direction, or decision threshold that is absent from the fields.

    How the inputs shape wilcoxon signed-rank test

    • Before values: For wilcoxon signed-rank test, the displayed before values sequence is 20, 18, 25, 22, 19, 24, 21, 23. Preserve before values order when wilcoxon signed-rank test depends on pairing, lag, rank, or time position, and distinguish an observed zero from a missing before values entry.
    • After values: For wilcoxon signed-rank test, the displayed after values sequence is 22, 19, 27, 21, 20, 26, 24, 25. Preserve after values order when wilcoxon signed-rank test depends on pairing, lag, rank, or time position, and distinguish an observed zero from a missing after values entry.

    The entries used for wilcoxon signed-rank test must refer to one coherent analysis condition. Combining incompatible populations, periods, or measurement definitions can produce valid wilcoxon signed-rank test arithmetic for a nonexistent study.

    Following the wilcoxon signed rank test relationship

    signed ranks of nonzero paired differences

    For wilcoxon signed-rank test, match every symbol in the relationship to a labeled field before substituting numbers. Wilcoxon signed-rank test is reported in the scale implied by the inputs and formula.

    While checking wilcoxon signed-rank test, use before values observations from one defined analysis set rather than totals copied from incompatible groups.

    A fixed case for comparison

    The default wilcoxon signed-rank test condition is Before values = 20, 18, 25, 22, 19, 24, 21, 23, After values = 22, 19, 27, 21, 20, 26, 24, 25.

    The example reports W, the number of nonzero differences, and a two-sided approximate p-value.

    The live calculator reports Smaller signed-rank sum 2 · Nonzero pairs 8 · Approximate z -2.2978729 · Two-sided p-value 0.02156897. Repeating one intermediate step from signed ranks of nonzero paired differences provides a fixed wilcoxon signed-rank test reference check for later code changes.

    Statistical context for wilcoxon signed rank test

    Zero differences are removed; tied absolute differences receive average ranks and a tie-adjusted normal approximation.

    For wilcoxon signed rank test, a p-value measures compatibility with a stated null model; it is not the probability that the null hypothesis is true and it does not measure practical importance.

    Reading wilcoxon signed-rank test in context

    When interpreting wilcoxon signed rank test, pair the test result with the effect direction, effect size, uncertainty, sampling design, and the rule used for one-sided or two-sided inference.

    As a second check for wilcoxon signed-rank test, outliers, ties, ordering, and missing entries can affect wilcoxon signed-rank test even when the number of observations stays unchanged.

    Where a plausible wilcoxon signed-rank test can go wrong

    Before accepting wilcoxon signed-rank test, compare every entered value with its label, unit, and allowed domain after reading the printed relationship from left to right.

    For wilcoxon signed-rank test, do not substitute zero for an unobserved value; missingness and a measured zero describe different data.

    Another wilcoxon signed-rank test failure occurs when a rounded output is reused as though it were the original measurement. Carry guard digits through calculations that depend on wilcoxon signed-rank test, then round only the reported value.

    Documenting the wilcoxon signed rank test result

    Report wilcoxon signed-rank test using signed ranks of nonzero paired differences, followed by the entered values, units, exclusions, and analysis date. Name the wilcoxon signed-rank test population or dataset boundary instead of leaving it implicit.

    Keep the full calculator output with the record, including Smaller signed-rank sum 2 · Nonzero pairs 8 · Approximate z -2.2978729 · Two-sided p-value 0.02156897. A later wilcoxon signed-rank test review can then distinguish a changed input from a different convention or software implementation.

    Questions about wilcoxon signed-rank test

    Which input deserves the closest boundary check?

    For wilcoxon signed-rank test, start with after values and then before values. Confirm the wilcoxon signed-rank test units and allowed domain because a valid-looking entry can still describe the wrong statistical setup.

    Why could another program report a different wilcoxon signed-rank test?

    A different convention for rounding, tails, ties, interpolation, parameterization, or missing values can change wilcoxon signed-rank test. Compare the printed wilcoxon signed-rank test formula and its input definitions before treating either output as wrong.

    What does wilcoxon signed-rank test represent on this page?

    It is the quantity produced by signed ranks of nonzero paired differences from the displayed before values, after values. This page ranks absolute nonzero paired differences and compares the positive and negative rank sums.

    What should be saved with wilcoxon signed-rank test?

    Save the entered values and units for before values, after values, along with the analysis date, exclusions, software or formula version, and the relationship signed ranks of nonzero paired differences. That record is sufficient to rebuild this specific wilcoxon signed-rank test calculation.