Probability Primer

Video

by mathematicalmonk

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Suggested foundations for probability and statistical reasoning. Specialist prerequisites vary by resource.

Random Variables and Distributions
Read the distributions and expectations used in probabilistic arguments.
Conditional Expectation
Interpret expectations after information is observed.

Confidence Intervals and Hypothesis Testing
Assess uncertainty rather than treating an estimate as a fact.

Probability for quant interviews
Move from conditioning and expected values to timed problems with a defensible solution.