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Probability Tools

36 tools in this collection. Choose a task below or search the complete FeuTex toolkit.

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Probability

Arcsine Bounded Interval Probability

Calculate probability between two points under the U-shaped arcsine distribution.

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Probability

Beta Distribution Moments

Inspect a beta distribution’s mean, variance and skewness on the unit interval.

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Probability

Binary Entropy Profile

Calculate uncertainty, perplexity and success information for a Bernoulli probability.

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Probability

Birthday Collision Estimate

Estimate collision probability and expected matching pairs for independent draws from equal-probability categories.

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Probability

Burr XII Tail Distribution

Explore two-shape tail probabilities for positive continuous data.

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Probability

Cantelli One-Sided Tail Bound

Bound a one-sided deviation from the mean using variance alone.

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Probability

Cauchy Distribution Profile

Evaluate Cauchy cumulative probability, density and interquartile range without undefined moments.

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Probability

Chebyshev Coverage Guarantee

Bound the fraction outside a selected distance from the mean using only finite variance.

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Probability

Coupon Collection Expectation

Calculate the expected draw count and variance needed to collect every uniformly distributed coupon type.

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Probability

Exponential Lifetime Profile

Calculate survival probability, cumulative probability and typical waiting times under constant hazard.

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Probability

Frechet Maximum Tail Model

Evaluate heavy-tailed maxima using a Frechet shape and scale.

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Probability

Gambler Ruin Hitting Probability

Find the probability that a bounded random walk reaches its upper boundary before zero.

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Probability

Gamma Distribution Moments

Inspect a gamma distribution’s mean, variance, skewness and excess kurtosis using shape and scale.

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Probability

Generalized Pareto Threshold Exceedance

Estimate excess-tail probability and a return-level quantile above a selected threshold.

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Probability

Geometric Waiting-Time Probability

Calculate exact and cumulative waiting probabilities before the first successful trial.

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Probability

Gumbel Maximum Distribution

Evaluate a Gumbel maximum distribution’s cumulative probability, median and variance.

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Probability

Hoeffding Mean Deviation Bound

Bound sample-mean deviations for independent observations with known finite limits.

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Probability

Kumaraswamy Bounded Probability

Evaluate a flexible continuous probability model for a quantity bounded between zero and one.

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Probability

Laplace Distribution Profile

Evaluate Laplace cumulative probability, density and variance from location and scale.

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Probability

Log-Logistic Lifetime Model

Calculate a log-logistic survival curve and instantaneous hazard at a chosen age.

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Probability

Logistic Distribution Profile

Evaluate logistic cumulative probability, density and variance from location and scale.

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Probability

Lognormal Moment Profile

Find a lognormal model’s median, mean, variance and mode from natural-log parameters.

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Probability

Markov Nonnegative Tail Bound

Bound exceedance probability for a nonnegative random quantity from its expected value.

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Probability

No-Fixed-Point Assignment Count

Count assignments with no item in its original position and calculate their random-permutation probability.

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Probability

Pareto Tail Profile

Calculate Pareto exceedance probability and finite moments for a heavy-tailed model.

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Probability

Poisson Event Window

Estimate the probabilities of no events, one event or multiple events in a constant-rate window.

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Probability

Random Bin Occupancy

Estimate occupied, empty and singleton bins after independent uniform assignments.

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Probability

Rayleigh Distribution Profile

Evaluate Rayleigh density, cumulative probability, mean and variance for a nonnegative magnitude.

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Probability

Sampling Without Replacement

Estimate the mean, variance and feasible success range when sampling without replacement.

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Probability

Trials until Multiple Successes

Estimate trial count and variability required to reach multiple independent successes.

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Probability

Triangular Distribution Profile

Evaluate cumulative probability and moments for a minimum-mode-maximum triangular distribution.

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Probability

Two-Group Exponential Survival

Model survival when a population contains two latent groups with different constant rates.

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Probability

Two-State Markov Equilibrium

Calculate long-run state proportions and persistence for a two-state transition process.

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Probability

Uniform Distribution Interval

Find interval probability, mean and variance for a bounded uniform distribution.

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Probability

Weibull Lifetime Profile

Evaluate Weibull survival, failure probability, instantaneous hazard and median lifetime.

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Probability

Zero-Inflated Poisson Count Model

Estimate zero frequency and overdispersion when a count process has structural zeros.

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