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Multivariable statistics and information

#multivariable-statistics-and-information · 21 entries. Projects, essays and notes, newest first.

02-02-357Log ProbabilitiesNoteInformation theory 02-02-358Mutual InformationNoteInformation theory 02-02-359PerplexityNoteInformation theory 02-02-348Correlation Coefficient (Pearson's rho)NoteCovariance and correlation 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