R Programming for Statistics and Data Science - Distributions

The video tutorial introduces inferential statistics, focusing on probability theory and distributions. It explains different types of distributions, including frequency and probability distributions, and highlights the importance of the normal distribution. The tutorial also covers the standard normal distribution and the concept of Z scores, which are used to predict probabilities and conduct hypothesis testing. The video emphasizes the practical application of these concepts in statistical analysis.

What is the standard normal distribution and why is it important in statistics?

Describe the process of standardizing a variable and its significance in inferential statistics.

What role do Z scores play in hypothesis testing and inferential statistics?