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Related lectures (29)
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Introduction to Inference
Covers the basics of probability theory, random variables, joint probability, and inference.
Statistical Analysis: Boxplot and Normal Distribution
Introduces statistical analysis concepts like boxplot and normal distribution using real data examples.
Probability and Statistics: Fundamentals
Covers the fundamental concepts of probability and statistics, including interesting results, standard model, image processing, probability spaces, and statistical testing.
Probability and Statistics: Data Modeling and Analysis
Explores PDF forms, statistics, boxplots, density curves, and data analysis methods.
Probability and Statistics
Covers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
Probability and Statistics
Covers fundamental concepts in probability and statistics, including the law of total probability, Bayes' theorem, and independence of events.
Normal Distribution: Properties and Calculations
Covers properties and calculations related to the normal distribution, including probabilities and quantiles.
Probability: Complement and Union of Events
Explores the probability of complementary events and unions, with examples on dice rolls and number selection.
Risk and Risk Premium
Explores risk evaluation, equivalent value, and insurance premium in lotteries, as well as discount rate adjustments.
