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Probability Theory 4 | Binomial Distribution [dark version]
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This is my video series about Probability Theory. I hope that it will help everyone who wants to learn about it.
This video is about probability theory, also known as stochastics, stochastic processes or statistics. I keep the title in this general notion because I want cover a lot of topics with the upcoming videos.
Here we talk about a special discrete model: the binomial distribution. It occurs when we toss a coin n times and count the heads. Alternatively, we could draw n balls, with replacement, from a urn with two different kinds of balls.
00:00 Intro
00:10 Binomial distribution
06:27 Binomial distribution in RStudio
09:40 Urn model in RStudio
14:55 Comparison of urn model and rbinom in RStudio
15:36 Endcard
#ProbabilityTheory
#Analysis
#Calculus
#Mathematics
I hope that this helps students, pupils and others. Have fun!
(This explanation fits to lectures for students in their first and second year of study: Mathematics for physicists, Mathematics for the natural science, Mathematics for engineers and so on)
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