### Demonstration of Principal Component Analysis

Machine Learning

Python

Demonstration of principal component analysis

### Assessing Model Goodness-of-Fit in Python with Scipy

Statistical Modeling

Python

Assessing model goodness-of-git in Python with Scipy

### Finding Roots of Equations in R with uniroot

Statistical Modeling

R

Finding roots of equations in R with uniroot

### LogLikelihood Estimation in R with optim

Statistical Modeling

R

LogLikelihood estimation in R with optim

### Smoothing Data with Cubic Splines in R

Statistical Modeling

R

Smoothing data with cubic splines in R

### Bayesian Linear Regression via Gibbs Sampling

Statistical Modeling

Python

Gibbs sampling approaches for Bayesian linear regression

### Bessel’s Correction

Statistical Modeling

Python

Correcting the bias in estimators of population variance

### Generating Correlated Random Samples in Python

Statistical Modeling

Python

Generating correlated random samples in python

### A Matrix Factorization Approach to Linear Regression

Statistical Modeling

Python

A matrix factorization approach to linear regression

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