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Statistical operations and random variables

#statistical-operations-and-random-variables · 34 entries. Projects, essays and notes, newest first. Page 1 of 2.

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 02-02-385Population MeanNoteBasic statistical operations 02-02-386Population VarianceNoteBasic statistical operations 02-02-387Standard DeviationNoteBasic statistical operations 02-02-388Standardized Score (Z-Score)NoteBasic statistical operations 02-02-389CDFNoteCommon continuous distributions 02-02-391Expected ValueNoteCommon continuous distributions 02-02-393PDFNoteCommon continuous distributions 02-02-394VarianceNoteCommon continuous distributions 02-02-395Bernoulli Distribution (1 trial, binary outcome)NoteCommon discrete distributions 02-02-399Negative Binomial Distribution (Trials to n successes)NoteCommon discrete distributions 02-02-401Cumulative Distribution Function (CDF)NoteContinuous random variables (CRVs)02-02-402Expected ValueNoteContinuous random variables (CRVs)