Worked-example math problems

92 problems with complete step-by-step solutions. Each problem is solved by the same engine that powers the interactive solvers — every step is generated, not hand-written.

Statistics

Mean, median and mode of {2, 4, 4, 6, 8} Compute the central-tendency statistics of a small data set with a repeated value. Standard deviation of {1, 2, 3, 4, 5} Find the population and sample standard deviations of a uniform data set. z-score for x = 85, μ = 70, σ = 10 Standardize a single value to standard-deviation units. P(X ≤ 115) for IQ with μ = 100, σ = 15 Find the cumulative probability for a normal distribution modelling IQ scores. 95% confidence interval — x̄ = 50, s = 8, n = 40 Build a 95% confidence interval around a sample mean. Linear regression for (1, 2), (2, 4), (3, 5), (4, 4), (5, 6) Fit the least-squares line and report the correlation coefficient r. z-score for x = 72, μ = 80, σ = 4 A negative z-score puts the value two standard deviations below the mean. Mean of {10, 20, 30, 40, 50} Compute the mean of an evenly spaced data set. 99% confidence interval — x̄ = 120, s = 15, n = 100 A larger sample and a higher confidence level — what changes? P(Z ≤ 1.96) for the standard normal The classic critical value that gives roughly 97.5% of the standard normal mass. Binomial probability: P(X = 5) for n = 10, p = 0.5 Compute a binomial point probability and the cumulative tails. Poisson probability: P(X = 2) with λ = 3 Compute a Poisson point probability and its cumulative tails. Bayes' theorem: probability of disease given a positive test Update a low base rate with a positive test using Bayes' theorem. Z-test for a proportion: p̂ = 0.58, n = 200 Test a sample proportion against p₀ = 0.5 with a two-tailed z-test.