## Literature Summary: Faking in Personnel Selection

Here is a summary of some papers that are related to the topic of faking in personnel selection.

## Some Basic Linear Algebra

Purely out of curiosity, I’m recently reading the deep learning book (Goodfellow, Bengio, & Courville, 2016). I noticed that Chapter 2 Linear Algebra is a very quick and effective summary of linear algebra. It provides the right amount of linear algebra for deep learning, as well as machine learning and statistics needed for my research. Bel...

## A Very Detailed Bias-Variance Breakdown

Although the concept of bias-variance trade-off is often discussed in machine learning textbooks, e.g., Bishop (2006), Hastie, Tibshirani, and Friedman (2009), James et al. (2013), I also find it important in almost any occasions in which we need to fit a statistical model on a data set with a limited number of observations. To better understand...