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Probability and statistics

#probability-statistics · 76 entries. Projects, essays and notes, newest first. Page 3 of 4.

02-02-376Conditional ProbabilityNoteConditional probability and independence 02-02-377Independent Events (Conditional)NoteConditional probability and independence 02-02-378Independent Events (Intersection)NoteConditional probability and independence 02-02-379Independent Events (Union)NoteConditional probability and independence 02-02-380Bayes' TheoremNoteTotal probability and Bayes’ theorem 02-02-381Law of Total ProbabilityNoteTotal probability and Bayes’ theorem 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)02-02-403Function ExpectationNoteContinuous random variables (CRVs)02-02-404Interval ProbabilityNoteContinuous random variables (CRVs)02-02-405Probability Density Function (PDF) ConstraintNoteContinuous random variables (CRVs)02-02-406VarianceNoteContinuous random variables (CRVs)02-02-407Cumulative Distribution Function (CDF)NoteDiscrete random variables (DRVs)02-02-408Expected Value (Linearity)NoteDiscrete random variables (DRVs)