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03 // Bidirectional STEM Calculators14 / 112 TOOLS SHOWN

STATISTICS — 03 // Bidirectional STEM Calculators

Solve any equation forward or backward—click any variable to make it the target with automatic SI unit conversions.

statisticsz = (x - μ) / σ

Z-Score Standardization Calculator (z = (x - μ) / σ)

Solve z = (x - μ) / σ for standard normal Z-score, raw observation x, population mean μ, or standard deviation σ.

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statisticsSE = s / √n

Standard Error of the Mean (SE = s / √n) Calculator

Solve SE = s / √n for standard error of the sample mean, sample standard deviation s, or required sample size n.

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statisticsMOE = z × (σ / √n)

Confidence Interval Margin of Error Calculator

Solve MOE = z × (σ / √n) for confidence interval half-width, critical Z-score, population standard deviation, or sample size n.

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statisticsn = (z² × p × (1 - p)) / (E / 100)²

Survey Sample Size Estimator (Proportion Poll Solver)

Solve Cochran's sample size formula n = z² × p(1 - p) / E² for required respondents n, margin of error E (%), critical z*, or baseline proportion p.

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statisticsCV (%) = (σ / μ) × 100

Coefficient of Variation (CV = σ / μ) Calculator

Solve CV (%) = (σ / μ) × 100 for relative standard deviation (CV), standard deviation σ, or sample mean μ.

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statisticsb₁ = r × (s_y / s_x)

OLS Linear Regression Slope Calculator (b₁ = r × s_y / s_x)

Solve b₁ = r × (s_y / s_x) for ordinary least-squares regression slope b₁, Pearson correlation r, response standard deviation s_y, or predictor standard deviation s_x.

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statisticsOR = (p₁ / (1 - p₁)) / (p₂ / (1 - p₂))

Odds Ratio (OR) & Group Probability Calculator

Solve OR = (p₁ / (1 - p₁)) / (p₂ / (1 - p₂)) for epidemiological Odds Ratio, treatment event probability p₁, or control event probability p₂.

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statisticsP(A|B) = (P(B|A) × P(A)) / P(B)

Bayes' Theorem Posterior Probability Calculator

Solve P(A|B) = (P(B|A) × P(A)) / P(B) for posterior probability, prior probability P(A), likelihood sensitivity P(B|A), or marginal evidence P(B).

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statisticsμ = λ × t

Poisson Process Expected Events & Rate Calculator

Solve μ = λ × t for expected Poisson arrival count μ, arrival rate λ per unit time, or observation window t.

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statisticsμ = n × p

Binomial Distribution Expected Value Solver (μ = np)

Solve μ = n × p for expected binomial successes μ, number of independent Bernoulli trials n, or single-trial success probability p.

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statisticsE[X] = k / p

Geometric & Negative Binomial Expected Trials Calculator

Solve E[X] = k / p for the expected number of trials to achieve k successes (set k = 1 for the Geometric distribution), target successes k, or trial probability p.

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statisticsS = (R_p - R_f) / σ_p

Sharpe Ratio Risk-Adjusted Return Calculator

Solve S = (R_p - R_f) / σ_p for annualized Sharpe Ratio, portfolio return R_p, risk-free rate R_f, or annualized portfolio volatility σ_p.

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statisticst = (x̄ - μ₀) / (s / √n)

One-Sample Student's t-Statistic Calculator

Solve t = (x̄ - μ₀) / (s / √n) for Student's t-statistic, sample mean x̄, null hypothesis mean μ₀, sample standard deviation s, or sample size n.

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statisticsd = (M₁ - M₂) / SD_pooled

Cohen's d Standardized Effect Size Calculator

Solve d = (M₁ - M₂) / SD_pooled for Cohen's d standardized effect size, treatment mean M₁, control mean M₂, or pooled standard deviation.

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