STAT 7100: Statistical Methods

Welcome to the resource page for Dr. Joe DeMaio's STAT 7100 Statistical Methods class at Kennesaw State University. Please follow the links to download the appropriate materials.  I am constantly fiddling with notes and exercises.  So, this site is almost always under construction!!!! Visit early and often.

Notes and exercises are intended only to guide your study and aid in class participation. They are not suited for replacing the classroom experience! They are not suited for replacing your textbook and homework problems! They are also intended only for use by students in Professor DeMaio's class. They may not be an appropriate outline for a different discrete class and should not be used as such! The notes and exercises reflect the philosophy, development, emphasis of topics and Socratic nature of Professor DeMaio's face-to-face classroom. 

Syllabus Spring 2022

• Chapter One:
  
  • Section 1.1: Intro
  • Section 1.2: Summary Statistics
  • Section 1.3: Read on your own.  You will be expected to construct visualizations of data from this section using SAS (STAT 7020) for your Analytics Day project.
• Chapter Two:
  • Section 2.1: Probability
  • Section 2.2: Counting Methods
  • Section 2.3: Conditional Probability
  • Section 2.4: Discrete Random Variables
  • Section 2.4: Continuous Random Variables
• Chapter Four:
  • Sections 4.1 and 4.2: The Bernoulli and Binomial Distributions
  • Section 4.3: The Poisson Distribution
  • Section 4.4: Some Other Discrete Distributions
  • Section 4.5: The Normal Distribution
  • Section 4.11: Central Limit Theorems
• Chapter Five:
  • Section 5.1: Large Sample Confidence Intervals for the Mean
  • Section 5.2: Confidence Intervals for Proportions
  • Section 5.3: Small Sample Confidence Intervals for the Mean
  • Section 5.4: Confidence Intervals for the Difference of Population Parameters
• Chapter Six
  • Sections 6.1, 6.2, 6.12 Hypothesis Testing and Error Types
  • Section 6.3 Hypothese Testing for Proportions and more