Maximum Likelihood, clearly explained!!!
If you hang out around statisticians long enough, sooner or later someone is going to mumble "maximum likelihood" and everyone will knowingly nod. After this video, so can you!
Also, some viewers asked for a worked out example that includes the math. Here it is! (you may need to click on the "Show More" button below to see the link) https://youtu.be/p3T-_LMrvBc
For a complete index of all the StatQuest videos, check out:
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Chapters (7)
Awesome song and introduction
0:34
Motivation for MLE
1:12
Overview of the Normal Distribution
2:06
Thinking about where to center the distribution
3:25
Using MLE to find the optimal location for the center
4:27
Using MLE to find the optimal standard deviation
5:19
Probability vs Likelihood
Playlist
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Cutting Butter
StatQuest with Josh Starmer
onion-dice
StatQuest with Josh Starmer
R-squared, Clearly Explained!!!
StatQuest with Josh Starmer
Wrapping up dumplings for pot stickers.
StatQuest with Josh Starmer
The standard error, Clearly Explained!!!
StatQuest with Josh Starmer
That Dude (in the movies)
StatQuest with Josh Starmer
How to puree garlic
StatQuest with Josh Starmer
Confidence Intervals, Clearly Explained!!!
StatQuest with Josh Starmer
RPKM, FPKM and TPM, Clearly Explained!!!
StatQuest with Josh Starmer
Principal Component Analysis (PCA) clearly explained (2015)
StatQuest with Josh Starmer
StatQuest: RNA-seq - the problem with technical replicates
StatQuest with Josh Starmer
That's Alright
StatQuest with Josh Starmer
Christmas In Rio! (now on iTunes!)
StatQuest with Josh Starmer
Drawing and Interpreting Heatmaps
StatQuest with Josh Starmer
Rachel's Song (the ballad of Hazel Motes)
StatQuest with Josh Starmer
Deal With It
StatQuest with Josh Starmer
Say Your Goodbyes
StatQuest with Josh Starmer
Another Day
StatQuest with Josh Starmer
StatQuest: Linear Discriminant Analysis (LDA) clearly explained.
StatQuest with Josh Starmer
Maybe It'll Go Away
StatQuest with Josh Starmer
Nasty Weather
StatQuest with Josh Starmer
Roses
StatQuest with Josh Starmer
p-hacking and power calculations
StatQuest with Josh Starmer
I Love You
StatQuest with Josh Starmer
The Coldest Day of the Year
StatQuest with Josh Starmer
Psycho Killer
StatQuest with Josh Starmer
False Discovery Rates, FDR, clearly explained
StatQuest with Josh Starmer
A New Song
StatQuest with Josh Starmer
StatQuickie: Thresholds for Significance
StatQuest with Josh Starmer
Logs (logarithms), Clearly Explained!!!
StatQuest with Josh Starmer
Bar Charts Are Better than Pie Charts
StatQuest with Josh Starmer
Mr Hattie
StatQuest with Josh Starmer
StatQuickie: Which t test to use
StatQuest with Josh Starmer
Fisher's Exact Test and the Hypergeometric Distribution
StatQuest with Josh Starmer
Standard Deviation vs Standard Error, Clearly Explained!!!
StatQuest with Josh Starmer
StatQuest: DESeq2, part 1, Library Normalization
StatQuest with Josh Starmer
The Rainbow
StatQuest with Josh Starmer
StatQuest: edgeR, part 1, Library Normalization
StatQuest with Josh Starmer
The Main Ideas behind Probability Distributions
StatQuest with Josh Starmer
StatQuest: One or Two Tailed P-Values
StatQuest with Josh Starmer
Evil Genius
StatQuest with Josh Starmer
Sampling from a Distribution, Clearly Explained!!!
StatQuest with Josh Starmer
StatQuest: edgeR and DESeq2, part 2 - Independent Filtering
StatQuest with Josh Starmer
The Main Ideas of Fitting a Line to Data (The Main Ideas of Least Squares and Linear Regression.)
StatQuest with Josh Starmer
The Sum of Regrets
StatQuest with Josh Starmer
Lowess and Loess, Clearly Explained!!!
StatQuest with Josh Starmer
StatQuest: Hierarchical Clustering
StatQuest with Josh Starmer
StatQuest: K-nearest neighbors, Clearly Explained
StatQuest with Josh Starmer
Your Dark Side
StatQuest with Josh Starmer
Boxplots are Awesome!!!
StatQuest with Josh Starmer
What is a (mathematical) model?
StatQuest with Josh Starmer
Linear Regression, Clearly Explained!!!
StatQuest with Josh Starmer
Linear Regression in R, Step-by-Step
StatQuest with Josh Starmer
Maximum Likelihood, clearly explained!!!
StatQuest with Josh Starmer
Brothers
StatQuest with Josh Starmer
Using Linear Models for t-tests and ANOVA, Clearly Explained!!!
StatQuest with Josh Starmer
StatQuest: How to make a Mean Pizza Crust!!!
StatQuest with Josh Starmer
StatQuest: A gentle introduction to RNA-seq
StatQuest with Josh Starmer
I'm Alive
StatQuest with Josh Starmer
StatQuest: t-SNE, Clearly Explained
StatQuest with Josh Starmer
DeepCamp AI