Machine Learning, Data Science, Statistics, Reinforcement Learning, Artificial Intelligence.
second moment is defined and finite. If X had defined moments up to degree r, we can extend the above to the following inequality: image by author For many Random Variables, the Moment Generating Function (MGF) will exist in a neighborhood around zero, i.e. the MGF is finite for all |t|≤b where b>0