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Poisson Distribution in R (R Tutorial 3.2) Video Lecture | Mastering R Programming: For Data Science and Analytics - Database Management

51 videos
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Video Timeline
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00:08 Introducing the Poisson random variable that was used in this video & its characteristics
00:18 How to calculate probabilities for the Poisson distribution in R using the "ppois" or "dpois" functions
00:28 How to access help menu in R for calculating probabilities for Poisson distribution
00:39 How to find values for the probability density function of X in R using "dpois" function
01:16 How to have R return multiple probabilities for a poisson distribution using the "dpois" command
02:02 How to calculate cumulative probabilities for a Poisson distribution in R using the "sum" command
02:26 How to have R calculate the cumulative probabilities (of equal or smaller than) for a Poisson distribution using the probability distribution function and "ppois" command & lower tail probability
03:10 How to calculate the cumulative probabilities (of equal or greater than) for a Poisson distribution using the probability distribution function & "ppois" command & upper tail probability in R
03:36 "rpois" function for taking random sample from a Poisson distribution in R
03:44 "qpois" function in R to calculate quantiles for a Poisson distribution
More
51 videos
Video Timeline
Video Timeline
arrow
00:08 Introducing the Poisson random variable that was used in this video & its characteristics
00:18 How to calculate probabilities for the Poisson distribution in R using the "ppois" or "dpois" functions
00:28 How to access help menu in R for calculating probabilities for Poisson distribution
00:39 How to find values for the probability density function of X in R using "dpois" function
01:16 How to have R return multiple probabilities for a poisson distribution using the "dpois" command
02:02 How to calculate cumulative probabilities for a Poisson distribution in R using the "sum" command
02:26 How to have R calculate the cumulative probabilities (of equal or smaller than) for a Poisson distribution using the probability distribution function and "ppois" command & lower tail probability
03:10 How to calculate the cumulative probabilities (of equal or greater than) for a Poisson distribution using the probability distribution function & "ppois" command & upper tail probability in R
03:36 "rpois" function for taking random sample from a Poisson distribution in R
03:44 "qpois" function in R to calculate quantiles for a Poisson distribution
More
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