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Learn to derive and understand various statistical distributions with this 2-3 hour material from statisticsmatt, including F, Chi-square, and Dirichlet distributions.
Dive into the world of correlation with statisticsmatt's 2-3 hour program, exploring Pearson's coefficient, partial correlation, multiple linear regression, and more.
Dive into Hypotheses Testing with Statisticsmatt's 6-hour program. Learn about statistical nomenclature, Neyman-Pearson Lemma, Bayesian tests, and more through practical examples and simulations.
Learn to calculate power and sample size in R with Statisticsmatt's 2-3 hour material, covering various tests including t-tests, ANOVA, and McNemar's Test.
Master the use of R for statistical analysis and data visualization with this 6-hour program by statisticsmatt, covering topics from basic functions to advanced simulations.
Dive into statistical theory with this 5-hour program by statisticsmatt. Learn about predictors, binomial probabilities, order statistics, moment generating functions, and more using R.
Learn to generate censored exponential data and derive density in R with statisticsmatt's survival analysis, under 1 hour.
Master probability and statistics with this 15-hour program by statisticsmatt, featuring comprehensive actuary exam samples.
Master pre-calculus topics like function transformation, inverse functions, quadratic functions, and polynomials in under an hour with statisticsmatt.
Learn about Eigenvalue Inequalities in a brief series by statisticsmatt, covering topics like Symmetric Matrix, Theorems Courant Fischer Min Max, and Gershgorin Circle Theorem.
Dive into nonparametric theory with Statisticsmatt's 6-hour program. Learn about summation formulas, derivatives, probability, Wilcoxon Signed Rank Distribution, U Statistics, and more.
Dive into the world of Probability Measure with statisticsmatt's 7-hour program. Explore set theory, sigma fields, measurable spaces, and random variables.
Dive into the EM Algorithm with statisticsmatt's online material. Learn through theory and examples, covering topics from simple linear regression to bivariate normal distribution.
Dive into combinatorial results with Statisticsmatt's 6-hour program. Learn about probabilities, Vandermonde's Identity, and tackle real-world problems like poker hand probabilities and lottery calculations.
Dive into statistical distributions with this 9-hour program by statisticsmatt, covering mean, variance, moments, and mode of various distributions, including binomial, normal, and gamma.
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