Frequentist

  • Measure probablity Counting
  • Repeat an experiment n times and get the estimate : (estimate based on finite amount of data)
  • Law of large numbers
  • Random variable X which takes values in a sample space S.
  • Measurement process hard to carry out in reality
  • What does unbiased means? Especially because most things related to future input that we do not have yet
  • Distibution of data points
  • MLE