Pak Patch

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Pak Patch

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Code

Draw from a distribution

Concepts

Affine function

Autocorrelation

Central limit theorem

Distribution - Beta

Distribution - Binomial

Distribution - Gamma

Distribution - Joint

Distribution - Normal

Distribution - Uniform

Distribution- Exponential

Feature engineering

Least squares estimates

Linear projections

Linear regression

Marginalization

Mixed effect model

Model selection

Multiplication rule (probability)

Negative control outcomes

Polynomial (linear regression)

Principal component analysis

ROC (Receiver operating characteristic)

Singular value decomposition

SMOTE (Synthetic minority oversampling technique)

Stepwise variable selection

Supervised learning

Test - Durbin-Watson

Test - Cohen's D

Theorem - Frisch-Waugh-Lovell

Theorem - Gauss-Markov

Transformation - Arcsine

Transformation - Logit

Transformation- Box-Cox

Industry-specific

EHR (electronic health records)

Projects

Hot-dog Regression

Mambo_5_Bayesian

Tech

Object-tracking

Wrangling (Code)

Books I'm currently reading through

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Singular value decomposition

Gist

Oh wow you can't find the eigenvalues of your matrix? Here's a way. Associated with Principal component analysis

Mathematics

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Principal component analysis