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Fundamentals of Statistics

Teacher

Philippe Rigollet

Position

Reviews

NYR/5
NYR

Tutorial Price

$Free: Add a Verified Certificate for $300 USD
https://www.edx.org/course/fundamentals-of-statistics

Level

NYR

Duration

18 Weeks

# of Reviews

Module Type

On demand video

Construct estimators using method of moments and maximum likelihood, and decide how to choose between them Quantify uncertainty using confidence intervals and hypothesis testing Choose between different models using goodness of fit test Make prediction using linear, nonlinear and generalized linear models Perform dimension reduction using principal component analysis (PCA)

Instructors

Philippe Rigollet|Jan-Christian Hütter|Karene Chu

Link to Course

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