Statistics Tools

Comprehensive collection of statistical calculators and visualization tools for data analysis and research.

Descriptive Statistics

Mean Median Mode

Calculate central tendency measures for your dataset.

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Standard Deviation

Measure the dispersion of your data points.

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Range & IQR

Calculate range and interquartile range metrics.

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Quartile Calculator

Find quartiles and create box plots for your data.

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Descriptive Stats

Comprehensive summary statistics for datasets.

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Skewness & Kurtosis

Measure asymmetry and tailedness of distribution.

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Grouped Data Mean

Calculate mean for frequency distribution data.

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Relative Frequency

Calculate proportions of values in your data.

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Probability Distributions

Probability Calculator

Basic probability calculations and rules.

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Normal Distribution

Calculate probabilities for normal distribution.

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Inverse Normal

Find quantiles from normal distribution probabilities.

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Binomial Distribution

Calculate probabilities for binomial experiments.

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Poisson Distribution

Calculate probabilities for rare events.

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Permutation & Combination

Count possible arrangements and selections.

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Probability Tree

Visualize and calculate compound probabilities.

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Bayes Theorem

Calculate conditional probabilities.

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Bayesian Updating

Update probabilities with new evidence.

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Statistical Tests

Hypothesis Testing

Test hypotheses about population parameters.

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Chi-Square Test

Test for independence or goodness of fit.

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Chi-Square GOF

Test how well data fits expected distribution.

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Chi-Square Independence

Test association between categorical variables.

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Two Sample T-Test

Compare means from two independent groups.

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Paired T-Test

Compare means from related measurements.

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ANOVA Calculator

Compare means across multiple groups.

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F Test Calculator

Compare variances of two populations.

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Two Proportion Z-Test

Compare proportions from two groups.

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Kruskal-Wallis Test

Non-parametric alternative to one-way ANOVA.

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Wilcoxon Signed Rank

Non-parametric paired difference test.

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Mann-Whitney U Test

Non-parametric two independent samples test.

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Correlation & Regression

Correlation Coefficient

Measure linear relationship between variables.

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Spearman Rank

Non-parametric measure of monotonic relationship.

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Kendall's Tau

Measure ordinal association between variables.

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Linear Regression

Fit a straight line to your data points.

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Multiple Regression

Model relationship with multiple predictors.

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Logarithmic Regression

Fit logarithmic curve to your data.

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Exponential Regression

Fit exponential growth/decay to data.

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Polynomial Regression

Fit polynomial curves to your data.

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Data Visualization

Histogram Generator

Visualize frequency distribution of data.

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Stem & Leaf Plot

Display quantitative data while preserving values.

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Dot Plot Generator

Simple display of data points on a number line.

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Scatter Plot

Visualize relationship between two variables.

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QQ Plot Generator

Assess if data follows theoretical distribution.

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Residual Plot

Visualize residuals from regression models.

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Time Series Plot

Visualize data points indexed in time order.

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Lorenz Curve

Visualize distribution of wealth or inequality.

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ROC Curve

Visualize diagnostic ability of binary classifiers.

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Sampling & Inference

Z Score Calculator

Standardize values using population parameters.

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T Score Calculator

Standardize values using sample statistics.

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Z to Percentile

Convert standard scores to percentiles.

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T to Percentile

Convert t-scores to percentiles.

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P Value Calculator

Calculate probability of observed results.

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P to Z Converter

Convert p-values to z-scores.

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Confidence Interval

Estimate range for population parameters.

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Critical Value

Find threshold values for hypothesis tests.

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Margin of Error

Calculate sampling error for estimates.

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Sample Size

Determine required sample size for studies.

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Effect Size

Measure magnitude of a phenomenon.

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Percentile Rank

Calculate percentage below a given value.

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CLT Visualizer

Demonstrate Central Limit Theorem effects.

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Advanced Topics

Monte Carlo

Simulate complex systems with randomness.

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Bootstrap Sampling

Resampling technique for estimating statistics.

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Jackknife Estimator

Resampling method for bias reduction.

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Autocorrelation

Measure correlation of a signal with itself.

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Likelihood Function

Visualize likelihood of parameters given data.

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Contingency Table

Create frequency tables for categorical data.

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Cross Tabulation

Analyze relationship between variables.

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Cumulative Frequency

Create tables showing cumulative counts.

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Bivariate Table

Analyze two variables simultaneously.

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Random Sampling

Generate random samples from data.

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Data Rescaler

Normalize or standardize your data.

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Data Randomizer

Shuffle or generate random data.

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Synthetic Data

Generate artificial datasets.

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Relative Risk

Calculate risk ratio for binary outcomes.

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Odds Ratio

Measure association between events.

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Moving Average

Smooth time series data.

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Exponential Smoothing

Forecast time series data.

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Gini Coefficient

Measure inequality in distribution.

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Shannon Diversity

Measure biodiversity in ecosystems.

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Entropy Calculator

Measure uncertainty in probability distributions.

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AUC Calculator

Calculate area under the ROC curve.

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