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Probability and statistics

#probability-statistics · 76 entries. Projects, essays and notes, newest first. Page 2 of 4.

02-02-349Covariance DefinitionNoteCovariance and correlation 02-02-350Covariance IdentityNoteCovariance and correlation 02-02-351Chi-Square Test StatisticNoteInferential statistics: hypothesis testing 02-02-352Confidence Interval (Z-Interval)NoteInferential statistics: hypothesis testing 02-02-353Standard Error of the Mean (SEM)NoteInferential statistics: hypothesis testing 02-02-354T-Statistic (1-Sample)NoteInferential statistics: hypothesis testing 02-02-355Cross-EntropyNoteInformation theory 02-02-356Kullback-Leibler (KL) DivergenceNoteInformation theory 02-02-360Shannon EntropyNoteInformation theory 02-02-361Independence ConditionNoteJoint and marginal distributions 02-02-362Joint Probability (Continuous)NoteJoint and marginal distributions 02-02-363Joint Probability (Discrete)NoteJoint and marginal distributions 02-02-364Marginal Distribution (Continuous)NoteJoint and marginal distributions 02-02-365Marginal Distribution (Discrete)NoteJoint and marginal distributions 02-02-366Summing/Integrating Out (General)NoteJoint and marginal distributions 02-02-367Joint Expected Value (Continuous)NoteMultivariable expectations 02-02-368Joint Expected Value (Discrete)NoteMultivariable expectations 02-02-369Complementary EventsNoteAxioms and basic probability 02-02-370Countable Additivity (Disjoint sets Union Bound)NoteAxioms and basic probability 02-02-371Mutually Exclusive EventsNoteAxioms and basic probability 02-02-372Probability Measure ConstraintNoteAxioms and basic probability 02-02-373Totality Sum RuleNoteAxioms and basic probability 02-02-374Union (General)NoteAxioms and basic probability 02-02-375Chain Rule Product RuleNoteConditional probability and independence