Covers fundamental concepts in probability and statistics, including distributions, properties, and expectations of random variables.
Covers the review of probability concepts including Poisson distribution and moment generating functions.
Introduces inferential statistics, covering sampling, central tendency, dispersion, histograms, z-scores, and the normal distribution.
Covers the binomial model for asset pricing, including options pricing and convergence to the Black-Scholes model.
Covers the analysis of chimpanzee data on learning times and explores generalized linear models and logistic regression.
Covers the stability criteria in plasma waves, focusing on the Norton-Garder Theorem.
Explores options in corporate finance, covering graphical representations, option pricing, call-put parity, early exercise, and volatility estimation.
Explores Gaussian breakdown and return time distribution in chemistry, emphasizing the importance of forgetting constants and analyzing gene transcription factors.
Explores logistic regression for binary response variables, covering topics such as odds ratio interpretation and model fitting.
Explores probability trees, conditional probabilities, Bernoulli trials, binomial distribution, and Bayes' Theorem.
