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Why Negative Binomial is used in DESeq2?

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Most plot you saw here are actually done in RStudio :)
With how well the previous relaxing video is received from the public, I have decided to make another video in the style. but i would say this is possible the most complicated video i have ever made in term of technicality and the work required for the visual presentation of the results. Most of the distribution are actually coded from scratch and animated by myself in R Studio.
Host: Brandon Yeo
Writer: Brandon Yeo
Editor: Brandon Yeo
Multiple Stock video from
Imaged used in this video
1. Poisson Disturbution
2. Poisson Equation
3. Binomial Dist
4. Negative binomial Equation
image taken DEseq2 Documentation:
Love, M.I., Huber, W., Anders, S. (2014) Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biology, 15:550. 10.1186/s13059-014-0550-8
Feel free to download the script and try it our for yourself. :)
Script used in this video
Why Negative Binomial is used in DESeq2?
Introduction to the Negative Binomial Distribution
Regression with Count Data: Poisson and Negative Binomial
Binomial vs Negative Binomial vs Geometric Distributions
Overview of Some Discrete Probability Distributions (Binomial,Geometric,Hypergeometric,Poisson,NegB)
The Negative Binomial Distribution
Negative Binomial Distribution [ With Real Life Example ]
Negative Binomial Distributions: An Introduction | Probability Distributions
Quasi-Poisson and negative binomial regression models
(PSx14) The Hypergeometric, Negative-Binomial, and Multinomial PMF's
The Negative Binomial Distribution in R
6840-11-04-1: 5.4 Negative binomial distributions
Differential Expression Analysis for RNA-Seq Part 3: Negative Binomial regression and DESeq2
Negative Binomial distributions
Prob & Stats, Lec 8C: Negative Binomial Distribution Problems Are Really Tricky! Let Me Help You...
Negative Binomial
Expected Value for the Negative Binomial Distribution
The Negative Binomial Equations
The Binomial Distribution and Test, Clearly Explained!!!
negative binomial probability
NEGATIVE BINOMIAL REGRESSION FOR MODELLING COUNT DATA (AND POISSON REGRESSION) || MACHINE LEARNING
Negative Binomial Distribution - Derivation of Mean, Variance & MGF (Obsolete)
Model selection and evaluation: overdispersion, negative binomial
(STa38.5) MGF of a Negative-Binomial RV
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