Six Sigma Hypothesis Testing Fundamentals

Six Sigma Hypothesis Testing Fundamentals

Overview/Description
Target Audience
Prerequisites
Expected Duration
Lesson Objectives
Course Number
Expertise Level

Overview/Description
During the Analyze phase of a Lean or Lean Six Sigma improvement project, the team conducts a number of statistical analyses to determine the nature of variables and their interrelationships in the process under study. This can in turn lead to business process improvement. In this course, you'll learn about some of the basic concepts relating to hypothesis testing, and how it can drive process improvement, process control, and process design. You'll also explore how to carry out various types of hypothesis test design, to find and compare means. The course is aligned with ASQ’s 2015 Six Sigma Green Belt Body of Knowledge.

Target Audience
Candidates seeking Six Sigma Green Belt certification; quality professionals, engineers, production managers, and frontline supervisors; process owners and champions charged with the responsibility of improving quality and processes at the organizational or departmental level

Prerequisites
None

Expected Duration (hours)
1.2

Lesson Objectives

Six Sigma Hypothesis Testing Fundamentals

identify the purpose of hypothesis testing

distinguish between hypotheses testing concepts

identify best practices when establishing the practical significance of hypothesis testing results

recognize how confidence intervals are used in hypothesis testing

distinguish between error types

identify factors that affect the power of a hypothesis test

determine sample size for a given alpha risk level using margin of error formula

sequence the steps in the hypothesis testing process

distinguish between hypothesis tests

interpret hypothesis test results and determine appropriate responses

distinguish between t- and z-tests

test a hypothesis using a pooled two-sample test for means

test a hypothesis using a non-pooled two-sample test for means

demonstrate your understanding of fundamental hypothesis testing concepts, methods, and test types

Course Number:
apr_04_a02_bs_enus

Expertise Level
Intermediate