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Lecture_09__Hypothesis_Testing_and_Bootstrapping.docxLecture 09 Statistical Models o
Lecture 01 Timevariant clustering model for understanding cell fate decisions. Wei Huang et al., PNAS, 2014 Cell Fate Decision in Mammals o Differentiation : The process by which more general celltypes (e.g. stem cells) transition into more spe
Lecture 06 Hidden Variables and Missing Data o Say I have a data point x i I can imagine an imaginary binary indicator z i that is 0 if x i comes from distribution/cluster 0 or 1 if x i comes from distribution/cluster 1 Then, the PDF of X is ac
Lecture 08 Calculate Area of Circle Using Monte Carlo o Say we have a square with sidelength 2 r and we have a shape (circle) inside the square o Pick 2 random numbers from uniform distribution from 0 to 2 r , which will represent a random 2D poin
Lecture 03 Distribution Function o Cumulative Distribution Function : F X ( x ) = P ( X≤x ) This function maps a set of outcomes ( X≤x ) to a real number ( P ( X≤x ) ) CDF has a max value of 1 o Probability Density Function : f X ( x ) = P ( X
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285  Statistical Learning in Bioinformatics
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