Uploaded January 2018 | Updated September 2026, 1 hour ago
Are mutually exclusive events independent? I get asked variants of this question frequently, so it’s evident that some students confuse these two concepts. The one sentence summary: If A and B are mutually exclusive events, then they are independent if and only if P(A) = 0 or P(B) = 0. I take a more detailed look in this video.
It's good to be back. I will post many more videos this year.
Are mutually exclusive events independent? I get asked variants of this question frequently, so it’s evident that some students confuse these two concepts. The one sentence summary: If A and B are mutually exclusive events, then they are independent if and only if P(A) = 0 or P(B) = 0. I take a more detailed look in this video.
It's good to be back. I will post many more videos this year.


![Introduction to the t Distribution (non-technical)
A brief non-technical introduction to the t distribution, how it relates to the standard normal distribution, and how it is used in inference for the mean.
For those that use R, below are the R codes to find the values found in the video.
z value for a 95% interval:
qnorm(.975)
[1] 1.959964
t value for a 95% interval (5 DF)
qt(.975,5)
[1] 2.570582
t value for a 95% interval (10 DF)
qt(.975,10)
[1] 2.228139 Introduction to the t Distribution (non-technical)](https://i.ytimg.com/vi/Uv6nGIgZMVw/mqdefault.jpg)







