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Statistics Diagram Maker

Rejection Region Diagram Maker for Hypothesis Tests

Create rejection region diagrams for z tests and t tests. Shade left, right, or two-tailed critical regions with alpha, critical values, and test statistic lines.

Z and t distributionsLeft, right, and two-tailed testsCritical values and SVG export

Critical region settings

Build a publication-ready hypothesis test diagram.

Alternative hypothesis
Result
Alpha
0.050
Critical value
-1.960, 1.960

Reject H0: the test statistic falls in the rejection region.

Standard normal distribution

Critical values: -1.960 and 1.960; shaded red area is the rejection region.

-4-3-2-101234-1.9601.960test stat 2.120Z Test Rejection RegionTwo-tailed test, alpha = 0.050

Best for

Hypothesis test reports

Supports

Left, right, and two tails

Output

Editable SVG diagram

Rejection Region Examples

Browse hypothesis testing visuals for reports, slides, and teaching materials

View:

Two-Tailed Z Test Rejection Region

A standard normal curve with alpha split into both tails and critical values at -1.96 and 1.96.

z-testtwo-tailedalpha

Right-Tailed Critical Region

A right-tailed hypothesis test diagram for showing whether a positive test statistic exceeds the critical value.

right-tailedcritical-valuestatistics

Left-Tailed T Test Diagram

A Student t distribution diagram for left-tailed tests, class notes, and methods sections.

t-testleft-taileddf

Quality Control Hypothesis Test

A rejection region diagram for quality control reports where an observed statistic is compared with a threshold.

quality-controltest-statisticdecision

Psychology Statistics Critical Region

A psychology statistics example showing a critical region on a bell curve for classroom explanation.

psychologybell-curvecritical-region

Classroom Hypothesis Test Visual

A teaching visual that makes alpha, critical value, and decision rule easy to explain.

educationhypothesis-testingteaching

What is a rejection region diagram?

A rejection region diagram shows the sampling distribution under the null hypothesis, the significance level, and the critical value boundary where the null hypothesis would be rejected. It is commonly used in statistics homework, research methods sections, lab reports, and classroom slides.

When should you use this tool?

  • Use a right-tailed diagram when the alternative hypothesis tests whether a value is greater than the null value.
  • Use a left-tailed diagram when the alternative hypothesis tests whether a value is smaller than the null value.
  • Use a two-tailed diagram when the alternative hypothesis tests whether a value is different in either direction.
  • Use the t distribution when the population standard deviation is unknown and your test uses degrees of freedom.

How the calculator builds the chart

Choose a z test or t test, set alpha, select the tail direction, and optionally enter a test statistic. The tool calculates the critical value, shades the rejection region, and places the observed statistic on the same distribution so the decision rule is visible.

How to read the diagram

If the test statistic falls inside the red shaded region, reject H0 at the selected alpha level. If it stays outside the shaded region, fail to reject H0. For two-tailed tests, alpha is split equally between the left and right tails.

Limits and statistical notes

The t critical values use a standard approximation that is accurate for typical classroom and reporting diagrams. For high-stakes statistical decisions, verify final values with your statistics software or course-approved calculator.

Frequently Asked Questions

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