Applied StatisticsAcuity Institute’s Applied Statistics Certification program is the most dynamic certification package available. Our comprehensive program includes 6 months of online course access along with instructor and customer service support. Acuity is your team throughout your program. Also included at no extra cost is the Applied Statistics Certification Exam and Applied Statistics Course eBook. Everything you need to become certified in Applied Statistics is included in your program. Acuity Institute sets the standard for training and certification for individuals looking to further their statistics skills. While prior Lean Six Sigma Black Belt experience is recommended, there are no prerequisites required for this course.


lean six sigmaAcuity Institute’s Applied Statistics is an essential course for experienced Lean Six Sigma Practitioners and Project Leaders who want to improve their analytical abilities and achieve superior results. This course is designed to provide Master Black Belts, Black Belts, and experienced Project Leaders the additional statistical tools and concepts necessary to successfully analyze, improve and execute their continuous improvement efforts. Acuity’s curriculum is a dynamic blend of theory and practical application of tools.

Applied Statistics looks at data and the underlying principles in more depth and introduces more advanced tools than Acuity’s Lean Six Sigma Black Belt course material. This course covers the fundamentals of statistics such as the types of data, populations and samples, spread and stability, location and statistical parameters. It focuses on the impact of variation on decision making and how to use statistics to make good decisions. 


  • Utilize the key principles of statistics
  • Utilize data distributions and the principles of probability
  • Recognize how to graph data and utilize grouping and analysis techniques
  • Describe the principles of good data collection and sampling techniques (discrete and continuous)
  • Perform and analyze measurement system studies (MSA)
  • Recognize how to understand non-normal data; where it comes from, and how to effectively analyze it
  • Perform and interpret regression and correlation analysis
  • Construct hypothesis tests and choose the appropriate comparative test
  • Recognize how to design and conduct a Design of Experiments (DOE)

I felt that the Applied Statistics certification course was the perfect adjunct to the Black Belt course.  It provided an in-depth examination of the form and function  of the key concepts and tools germane to determining systems normality, stability , and capability.   The design of experiments (DOE) coverage was exceptional and lays a solid foundation for translating mathematical models into process terms for formulating conclusions and recommendations.  I will be using the material taught in this course every day to continuously improve the way the Navy operates.

Chuck Ennis

Lean Six Sigma Black Belt Certified Professional, Applied Statistics Certified


Acuity Institute’s Applied Statistics certification has 4 parts:

Part 1: Successfully complete all course lessons and quizzes
Part 2: Successfully complete all practice exercises
Part 3: Successfully complete the practical application exercises
Part 4: Successfully pass the course certification exam

Thoroughly completing each part of the Applied Statistics course takes a total of 73 hours (average completion time, actual time may vary). Throughout each part (detailed below), students will receive superior student support by an Acuity Instructor. In the course material, students will be exposed to the fundamentals of statistics and then challenged to apply their learning through Practice Exercises and Practical Application. Acuity Institute utilizes an experiential approach, expertly blending together the theory and the application. Students will walk away with a vast knowledge of statistics and have the tools and techniques to apply them in a real-life setting. Upon completing the course requirements, you will be awarded Acuity Institute’s Applied Statistics Certification. 

Part 1: Course Lessons and Quizzes

Complete all the Applied Statistics course lessons and online quizzes (approximately 140 quiz questions total). Please note, the Applied Statistics course differs from some of our other course formats in that the online lessons do not contain any audio voice over from an instructor. In this course, the lessons are online for you to review, however, because the content can be somewhat dense, we have found it to be more beneficial for students to have the opportunity to review the content, absorb the information, take notes, and work through exercises on an individual level and proceed at your own pace.

Part 2: Practice Exercises

Complete all 46 practice exercises. 

Part 3: Practical Application Exercises

An important element of thoroughly understanding the key concepts and principles introduced in this course is the ability to demonstrate application beyond the exercises provided. To do this the student will be required to develop practical application examples by using data sets from their own organization or simulated information. The following is a listing of the required tools to be completed in this part: Histogram with Descriptive Statistics, Box Plot, Pareto, Scatter Plot, Discrete Sample Size, Continuous Sample Size, Testing for Normality, Attribute Measurement System Analysis, Variable Gage R&R, Process Capability Analysis, Individuals Control Chart, X-Bar & R Control Chart, P-Chart, U-Chart, Linear Regression, Multiple Linear Regression, 2 Sample t-Test, ANOVA, Chi-Square, and Full Factorial Designed Experiment – or – Fractional Factorial Designed Experiment.

Part 4: Online Certification Exam

Upon completing Parts 1 – 3 above, students will be required to achieve a passing mark of 80% or higher on the Applied Statistics certification exam. The exam is intended to validate student proficiency with the statistical tools and techniques introduced. The following highlights the Applied Statistics Certification Exam.

  • The Applied Statistics Certification Exam is included in the program. Students will have 1 attempt to successfully pass the exam (80% or higher). If a student does not pass the exam they will be charged a fee of $25 if they choose to retake the exam. Upon submitting the retake fee, Acuity Institute will provide areas in the course for the student to review prior to the next exam attempt.
  • The exam is administered online. Students will need to have an active internet connection to complete the exam.
  • The exam is open book. Students may use any reference materials to complete the exam (training manuals, project materials, etc.).
  • Students have a maximum of 120 minutes to complete the exam.
  • Once the entire exam is complete, the student will be notified immediately if they passed the exam. Students will not have access to their answers; this information is keep confidential to Acuity Institute.

Technical Requirements for accessing Acuity Institute’s Content

Viewing Online Content on a Desktop or Laptop

  • Internet Browser – Most recent version of Google Chrome is recommended (while our content is accessible from many other browsers, we find that other browsers may provide an inconsistent viewing experience)
  • A high speed internet connection
  • Sound capability on your computer (speakers or headphones)
  • If your browser does not support HTML5 (which most browsers do), the most recent version of Adobe Flash Player is required (free software)

Viewing Online Content on Tablets and Smartphones – Please note, since tablets and smartphones typically have smaller screens, certain content may be difficult to view

  • iPads using Safari in Apple iOS 6 or later (iPad generation 3 or later is required)
  • iPhones using Safari in Apple iOS 6 or later (iPhone generation 5 or later is required)

Accessing Downloadable Content

  • Course eBooks – Adobe Reader (free software), or equivalent PDF viewing software
  • Course Toolkit Templates – Microsoft Office 2010 or later 


Lesson 1 Introduction to Applied Statistics

  • Key Principles
  • Types of Data
  • Understanding Variation
Lesson 2 Graphical Tools

  • Graphical Tools
  • Interpreting Graphical Output
  • Stratifying Data
Lesson 3 Data Collection and Sampling

  • The Importance of Data Collection
  • Sampling Types and Considerations
  • Sample Size Calculations (Discrete and Continuous)
Lesson 4 Normality and Non Normality

  • Shape Distribution
  • Normality Testing
  • Causes of Non-Normal Data
  • Analyzing Non-Normal Data
  • Transforming Data
Lesson 5 Measurement Systems Analysis

  • Measurement Systems
  • Types of Measurement Variation
  • MSA Process
  • Gage Studies for Attribute and Variable Data
Lesson 6 Capability

  • Capability
  • Calculating Capability for Continuous Data
  • Short term vs. Long term
  • Calculating Capability for Non-Normal Data
Lesson 7 Statistical Process Control

  • Establishing Statistical Process Control
  • Types of Control Charts
  • Control Charts for Attribute and Continuous Data
  • Control Charts for Non-Normal Data
Lesson 8 Hypothesis Testing Introduction

  • Root Causes
  • Hypothesis Testing
  • Confidence Intervals
  • P-value
  • Risks and Types of Errors
  • Power, Beta and Sample Size
Lesson 9 Correlation and Regression

  • Correlation
  • Linear Regression Analysis
  • Multiple Regression
  • Logistic Regression
Lesson 10 Comparative Tests

  • Comparative Tests for: Discrete Data, Normal Data and Non-Normal Data
Lesson 11 Introduction to DOE

  • Types of Experimentation
  • DOE
  • Full Factorial DOE
Lesson 12 Fractional DOE

  • Limitations of DOE
  • Fractional Factorial DOE
Lesson 13 Blocking, Replicates, Center Points, and Curvature

  • Block Variables
  • Replications
  • Center Points
  • Curvature
Lesson 14 Planning a DOE

  • DOE Planning
  • Responses
  • Factors
  • Factor Levels
Lesson 15 Response Surface Design

  • Curvature
  • Creating and Analyzing Response Surface Design


Take a tour of our online global campus and learn more about the benefits of our online training.


shutterstock_113691835Acuity Institute wants the learning experience to be as supportive and engaging as possible, we are here to help you succeed.  We understand the importance of having a place to ask questions to the experts about tools and techniques, exercises, project work or general technical support.  During training, students can submit questions to instructors through Acuity Institute’s Student Center.  Responses are provided to student questions in one business day or less.  If questions and/or answers are complex, an Acuity Institute instructor will schedule a one-on-one phone meeting with the student to review the question/answer.


SigmaXL_logo_new_sloganAcuity Institute provides students of this course with a perpetual license (which means it is yours to keep) of SigmaXL statistical analysis software, which is a $249 value. SigmaXL is a leading provider of user friendly Excel Add-ins for statistical and graphical analysis. It is powerful but easy to use software that will enable students the ability to apply statistical and data analysis techniques taught in the Applied Statistics Program.

While the Applied Statistics course is created for use with SigmaXL we recognize that some students may already have another Statistical Analysis Software. We allow students to use other software, but cannot offer them support should they have software related questions.


shutterstock_208933615The Applied Statistics eBook (electronic copy) contains much of the same content as the online instructional materials. The eBook includes over 1000 pages of Applied Statistics theory, practice exercises, tools and techniques. The eBook is fully searchable and contains many links to assist students in quickly navigating to key tools and concepts. The eBook allows students the ability to capture notes and comments within the eBook for future reference. Students can print directly from the eBook. To protect the electronic intellectual property of the course content, students will not be able to copy from the eBook.


As an option, students can purchase the printed course books. The printed course materials include 4 separate books containing over 1000 pages of Applied Statistics theory, practice exercises, tools and techniques.

Printed Course Materials are optional, they are not required. About 35% of our students prefer to have a printed copy of the course materials available as a resource while taking the course and for future reference.


IACET Accredited ProviderAcuity Institute has been approved as an Accredited Provider by the International Association for Continuing Education and Training (IACET).  In obtaining this approval, Acuity Institute has demonstrated that it complies with the ANSI/IACET Standards which are widely recognized as standards of good practice internationally.  As a result of our Authorized Provider membership status, Acuity Institute is authorized to offer IACET CEUs for its programs that qualify under the ANSI/IACET Standards.  The primary purpose of a CEU is to provide a permanent record of the educational accomplishments of an individual who has completed one or more significant non-credit educational experiences.  7.3 IACET Continuing Education Units are provided upon successful completion of this course.


logoPMIAcuity Institute is an approved provider of project management training by the Project Management Institute (PMI)®.  Being a Registered Education Provider allows Acuity Institute to grant Professional Development Units (PDUs) to customers who complete our qualified programs.  As a Registered Education Provider, Acuity Institute has agreed to abide by the PMI® established quality assurance criteria.  73 PMI® Professional Development Units are provided upon successful completion of this course.  PMI® and the PMI Registered Education Provider logo are registered marks of the Project Management Institute, Inc.


In addition to the Applied Statistics Online training, Acuity Institute offers customized Blended Learning training options for corporations. Acuity Institute’s Blended Learning training approach is unique in that it allows for flexibility while maintaining the integrity of the principles being taught. Our model is based on utilizing expert Master Black Belts to facilitate training in a mixture of online, workshop, practical application, and one-on-one settings.

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