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Probability and statistics

#probability-statistics · 76 entries. Projects, essays and notes, newest first. Page 1 of 4.

02-02-357Log ProbabilitiesNoteInformation theory 02-02-358Mutual InformationNoteInformation theory 02-02-359PerplexityNoteInformation theory 02-02-382MedianNoteBasic statistical operations 02-02-383Min-Max NormalizationNoteBasic statistical operations 02-02-384Percentiles and QuantilesNoteBasic statistical operations 02-02-390Continuous Uniform DistributionNoteCommon continuous distributions 02-02-392Multivariate Gaussian DistributionNoteCommon continuous distributions 02-02-396Binomial Distribution (n trials, k successes)NoteCommon discrete distributions 02-02-397Categorical Distribution (1 trial, K outcomes)NoteCommon discrete distributions 02-02-398Multinomial Distribution (n trials, K outcomes)NoteCommon discrete distributions 02-02-400Poisson Distribution (counts per interval)NoteCommon discrete distributions 02-02-413Central Limit TheoremNoteSampling and limit theorems 02-02-414Random Sampling (i.i.d. samples)NoteSampling and limit theorems 02-02-415Sampling Distribution of the MeanNoteSampling and limit theorems 02-02-340Approximation (Stirling's)NoteFactorials 02-02-341DefinitionNoteFactorials 02-02-342Zero FactorialNoteFactorials 02-02-343Combinations (Unordered, no repeats)NotePermutations and combinations 02-02-344Combinations (Unordered, with repeats)NotePermutations and combinations 02-02-345Permutations (Ordered, no repeats)NotePermutations and combinations 02-02-346Permutations (With repeats Grouping)NotePermutations and combinations 02-02-347Selection of at least one object (from n distinct)NotePermutations and combinations 02-02-348Correlation Coefficient (Pearson's rho)NoteCovariance and correlation