comp_stats_scala

Computational Statistics with Scala.

Dependencies

• Breeze
• ScalaPy

Issues

• java.lang.UnsatisfiedLinkError: Can't load library: /usr/lib/jvm/java-11-openjdk-amd64/lib/libawt_xawt.so On a Ubuntu machine try to install the Java 11 JDK:

sudo apt install openjdk-11-jdk

Chapters

• Chapter 1: Probability
  • Probability of events
  • Random variables
  • Binamial distribution
  • Normal distribution
  • Poisson distribution
  • Expectation and variance
  • Add two random variables
  • Multiply two random variables
• Chapter 2: Visualization with Scala.Breeze
• Chapter 3: Central tendency and variability
• Chapter 4: Z-scores
• Chapter 5: Statistical significance
• Chapter 6: Correlation
• Chapter 7: Linear models