ToolPatch

One page. One job. Done.

One page. One job. Done.

Complete ToolPatch tools directory

ToolPatch is a growing collection of focused utilities and practical workflow toolkits. Each page handles one task with clear inputs, fast results, and usable outputs.

Toolkits for common workflows

Start with a workflow when the job spans several small tools, assumptions, or handoff steps.

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    Data & Statistics

    ANOVA One Way Calculator

    Run one-way ANOVA summary statistics for multiple groups.

    Compute sums of squares, mean squares, and F statistic for one-factor group comparisons.

    Data & Statistics

    Bayes Theorem Calculator

    Compute posterior probability from prior, sensitivity, and false positive rate.

    Useful for medical test interpretation, risk scoring, and signal-detection decisions.

    Data & Statistics

    Chi-Square GOF Calculator

    Calculate chi-square goodness-of-fit statistic from observed vs expected counts.

    Useful for categorical fit checks and introductory hypothesis testing workflows.

    Data & Statistics

    Confidence Interval Calculator

    Estimate confidence intervals from mean, standard deviation, and sample size.

    Calculate margin of error and confidence bounds for common confidence levels. Great for analysis reports, A/B test summaries, and classroom statistics.

    Data & Statistics

    Confidence Level Z Value Tool

    Convert confidence levels to z critical values and margin of error.

    Get z* for common and custom confidence levels and estimate margin of error with sigma and n.

    Data & Statistics

    F Test Variance Calculator

    Compare sample variances with F statistic and degrees of freedom.

    Compute two-sample variance comparison metrics to support homogeneity checks.

    Data & Statistics

    Geometric Mean Calculator

    Find geometric mean for positive-number datasets.

    Useful for growth rates, index performance, and multiplicative process summaries.

    Data & Statistics

    Harmonic Mean Calculator

    Calculate harmonic mean for rates and ratios.

    Best for averaging speeds, price multiples, and other ratio-based metrics.

    Data & Statistics

    Moving Average Calculator

    Compute rolling averages over a configurable window.

    Useful for smoothing noisy series and spotting trend direction.

    Data & Statistics

    Normal Probability Calculator

    Compute probability between two bounds in a normal distribution.

    Converts bounds to z-scores and calculates probability mass between them.

    Data & Statistics

    One-Sample t-Test Calculator

    Compute one-sample t-statistic from sample values and hypothesized mean.

    Enter sample values and compare against a target mean using the one-sample t-test setup.

    Data & Statistics

    Pearson Correlation Calculator

    Calculate Pearson r and R² from paired X and Y datasets.

    Quantify linear relationship strength between two numeric variables.

    Data & Statistics

    Percentile Rank Calculator

    Find percentile rank of a target value within a dataset.

    Helpful for score interpretation, benchmarking, and education metrics.

    Data & Statistics

    Poisson Probability Calculator

    Calculate exact and cumulative Poisson event probabilities.

    Estimate event-count probabilities over fixed intervals when events are rare and independent.

    Data & Statistics

    Relative Risk Odds Ratio Calculator

    Compute RR, OR, and confidence intervals from a 2x2 contingency table.

    Analyze exposure-outcome association with relative risk, odds ratio, and 95% confidence bounds.

    Data & Statistics

    Sample Size Calculator

    Estimate required sample size from confidence level, margin error, and proportion.

    Supports infinite-population and finite-population adjusted sample size estimates.