Phase 10.2

Statistics Intelligence

Statistics calculators for spread, probability, samples, distributions, confidence intervals, regression, research planning, and random generation. Each tool explains the formula and what the result means.

Statistics cluster standard

Phase 10.2 calculators are designed for educational use. They help learners understand formulas, avoid common interpretation mistakes, and move from a statistical result to a sensible next learning step.

Statistics calculators included

Phase 10.2

Variance Calculator

Measure average squared distance from the mean.

Formula: Σ(x − mean)² ÷ n
Phase 10.2

Probability Calculator

Estimate the chance of an event as a percent.

Formula: Favorable outcomes ÷ Total outcomes
Phase 10.2

Z-Score Calculator

Find how many standard deviations a value is from the mean.

Formula: (x − mean) ÷ standard deviation
Phase 10.2

Correlation Calculator

Measure the strength and direction of a linear relationship.

Formula: Pearson r
Phase 10.2

Regression Calculator

Estimate a simple linear trend line from paired values.

Formula: y = mx + b
Phase 10.2

Sample Size Calculator

Estimate how many responses are needed for a basic proportion study.

Formula: (z² × p × (1 − p)) ÷ e²
Phase 10.2

Chi-Square Calculator

Compare observed counts with expected counts.

Formula: Σ((Observed − Expected)² ÷ Expected)
Phase 10.2

T-Test Calculator

Estimate a two-sample t statistic for comparing means.

Formula: (Mean1 − Mean2) ÷ √(s1²/n1 + s2²/n2)
Phase 10.2

P-Value Calculator

Estimate a rough two-tailed p-value from a z-like statistic.

Formula: Approximation from z-score
Phase 10.2

Random Number Generator

Generate a random whole number in a chosen range.

Formula: Random integer between min and max
Phase 10.2

Random List Generator

Generate a list of random whole numbers.

Formula: Random integers between min and max
Phase 10.2

Quartile Calculator

Split a data set into lower, middle, and upper quarters.

Formula: Q1, Q2, Q3 from sorted values
Phase 10.2

Percentile Calculator

Find a value at a selected percentile in a sorted data set.

Formula: Rank position = p ÷ 100 × (n − 1)

How to use this cluster

  1. Choose the statistical method closest to your data question.
  2. Enter clean numeric values using commas or spaces for lists.
  3. Review the formula and the learning note before using the result.
  4. Use related calculators when you need a second step such as variance before standard deviation or sample size before margin of error.