Prerequisite chain

Prerequisites for AIC and BIC

Topics you need before working through AIC and BIC. Direct prerequisites are listed first; transitive prerequisites (the chain reachable through them) follow.

Direct prerequisites (1)

Maximum Likelihood Estimation: Theory, Information Identity, and Asymptotic Efficiencylayer 0B, tier 1

Reachable through the chain (14)

These topics are not directly cited as prerequisites but are reached transitively by following the chain upward. Working through the direct prerequisites pulls these in.

Common Probability Distributionslayer 0A, tier 1
Sets, Functions, and Relationslayer 0A, tier 1
Basic Logic and Proof Techniqueslayer 0A, tier 2
Differentiation in Rnlayer 0A, tier 1
Vectors, Matrices, and Linear Mapslayer 0A, tier 1
Continuity in Rⁿlayer 0A, tier 1
Metric Spaces, Convergence, and Completenesslayer 0A, tier 1
Central Limit Theoremlayer 0B, tier 1
Law of Large Numberslayer 0B, tier 1
Random Variableslayer 0A, tier 1
Kolmogorov Probability Axiomslayer 0A, tier 1
Expectation, Variance, Covariance, and Momentslayer 0A, tier 1
KL Divergencelayer 1, tier 1
Information Theory Foundationslayer 0B, tier 2