Advanced Hypothesis Testing Short Course
$175.00
- Course Overview
- Course Structure
- Learning Objectives
- What’s Included
- What Sets Us Apart
- Reviews & Testimonials
- Job Opportunities
- Certification
- FAQs
- Reviews (0)
Course Overview
The Advanced Hypothesis Testing Short Course provides a comprehensive understanding of the principles and applications of hypothesis testing. Designed for professionals and students in data science, quality control, and research, this course explores the “what and why” of hypothesis testing. It emphasizes using hypothesis tests to compare means, standard deviations, and proportions within a particular sample, offering practical insights into interpreting results. Participants will also learn how to identify and manage Types of Risk (alpha and beta), select appropriate parametric or non-parametric tests for a sample, and apply hypothesis testing techniques effectively using Quantum XL software.
Contact us to Learn more
1.800.748.1277 | info@airacad.com
Course Structure
The Advanced Hypothesis Testing Short Course is structured into specialized modules to ensure participants gain a deep and practical understanding of hypothesis testing. The key topics covered include:
- Introduction to Hypothesis Testing: This module introduces participants to the foundational concepts of hypothesis testing, including the purpose and importance of testing hypotheses using sample data. Participants will learn to formulate null and alternative hypotheses and explore how to determine if sufficient evidence exists to reject a null hypothesis based on statistical tests and test statistics.
- Comparing Metrics: This module focuses on applying hypothesis tests to compare key metrics such as means, standard deviations, and proportions. It analyzes sample data to assess whether it supports the null or alternative hypothesis. Key concepts such as the population standard deviation, normal distribution, and the selection of appropriate tests for specific scenarios are also covered.
- Interpreting Results: This module focuses on gaining the skills needed to evaluate and analyze the results of hypothesis tests. Students learn how to assess whether a sample’s test statistic provides sufficient evidence to support or reject a hypothesis. The module emphasizes understanding the implications of Type II error and correctly analyzing statistical outcomes.
- Types of Risk: This module delves into alpha (Type I) and beta (Type II) risks, their relationship to sample size, and the power of a hypothesis test. Participants will understand how these risks influence decision-making and how to optimize sample size to minimize errors while maintaining statistical reliability.
- Parametric vs. Non-Parametric Tests: This module explains the differences between parametric and non-parametric statistical tests, including their applications and when to use each type. It highlights scenarios where assumptions about population parameters (e.g., normal distribution) are valid or invalid, guiding participants in choosing the right approach for their data.
- Test Selection: This module teaches you how to select the appropriate hypothesis test for a given dataset using a decision-making flowchart. It provides a structured approach to choosing tests based on specific criteria, such as data distribution, sample size, and population parameters.
- Tools and Techniques: Participants will explore practical tools and techniques, including using Quantum XL software to conduct hypothesis testing. This module includes hands-on practice using sample data to calculate test statistics, interpret results, and apply rules of thumb for making informed decisions.
Each module is supported by interactive exercises, case studies, and real-world datasets to reinforce learning. These practical activities enable participants to confidently test hypotheses, analyze statistical data, and apply their knowledge to professional scenarios.
Learning Objectives
By the end of the course, participants will be able to:
- Explain the purpose and key principles of hypothesis testing.
- Conduct hypothesis tests to compare means, standard deviations, and proportions.
- Interpret results to make data-driven decisions confidently.
- Understand and apply alpha and beta risk concepts, including their relationship to sample size and test power.
- Distinguish between parametric and non-parametric tests and select the appropriate test for various scenarios.
- Use a structured flowchart to guide test selection effectively.
- Leverage Quantum XL software to perform hypothesis testing and apply rules of thumb for accurate analysis.
What’s Included
- Course Materials: Comprehensive digital resources covering all course topics.
- Software Access: A license for Quantum XL, an Excel add-in for statistical analysis and Monte Carlo simulation.
- Assessments: Quizzes and assignments to test understanding and application of concepts.
- Certificate of Completion: Upon successful completion, participants receive a certificate recognizing their expertise.
What Sets Us Apart
Air Academy Associates has over 35 years of experience in delivering world-class training in Lean Six Sigma methodologies and statistical analysis. Our instructors are seasoned professionals who have trained nearly a million individuals globally. We offer flexible, self-paced online courses that allow participants to learn at their convenience, ensuring a comprehensive and practical learning experience.
Our team has worked with Jack Welch, Mikel Harry, and Bill Smith (The Father of Six Sigma). We are arguably today’s longest running Lean Six Sigma Training and Certification company. Over the 35 + years we have been in operation, we have taught and trained close to 1 million people globally. This is why our clients trust us and continue to reach out for coaching and next level educational needs.
Now, Air Academy Associates offers the same world class training that we have been doing for more than 35 years in an online, self-paced format. This is allows our clients the flexibility to get training anywhere in the world – at any time. Air Academy Associates, a SDVOSB, has been a leader in supporting government, business, industry and healthcare with a network of highly-qualified and certified instructors and advisors who, on the average, have been teaching for more than 20 years.
We specialize in training and implementing performance improvement methodologies focused on Lean Six Sigma White Belt, Lean Six Sigma Yellow Belt, Lean Six Sigma Green Belt and Lean Six Sigma Black Belt courses. This has been the foundation of our business and we are proud to have taught more than 750,000 students as well as trained 1000’s of companies globally to include Fortune 100 choices. In addition to the fundamental courses, our methods expand and include Design of Experiments, Advanced Test Designs, Big Data analysis and predictive analytical methods. On top of that, our rigorous certification process was lead by a team that was asked to help design the ASQ and ISSSP certifications.
Our Clients Trust Us and Like What We Offer
Our certifications have attracted the world’s biggest names like Abbott Labs, Aberdeen Test Center, AEGIS, Australian Defense Forces, Babcock International, BAE Systems, BASF, Boeing, Bose, Chemical Materials Agency, EMC, FAA, General Dynamics Land Systems, GlaxoSmithKline, Hyundai/Kia, ITEA, John Deere, Lockheed Martin, Medtronic, Northrop-Grumman, Raytheon, Samsung, Schlumberger, Sony, US Citizenship & Immigration Services, VA Acquisition Academy, VA Visn 1, Xerox. We are the gurus.
Reviews & Testimonials
“I would highly recommend this Lean Six Sigma Online Greenbelt training. The course and tools are designed to bring success to the students & businesses. The skills learned will bring value throughout your career.”
“Air Academy provides high quality consulting, coaching and education developed with close partnership with the client so that the efforts are well aligned with organizational goals. The expertise in Lean Six Sigma is superb and in addition, there is a wealth of leadership coaching that is invaluable. We have grown significantly in our Lean culture and leadership skills since engaging with Air Academy!”
“Air Academy Associates’ timeliness of performance is outstanding. They provided all requested support on time. They were proactive in setting up status meetings and managing control documents to assure deliverables were delivered on time and as specified.”
What did you like most? “the coaching session and videos, the possibility to stop the video if something is not clear”
Lisa was really the best. Also, videos were really good – Thanks to Lisa and Mark! “
“The online courses can be taken within the time frame that suits for my daily work. Yet, there are scheduled virtual sessions setting the milestones.”
“I thought this would be training like all the rest, I was very wrong. I found the instructor to be very interesting and captive with what could be thought of as dry data. He did not read from a power point, did not teach strictly from a book, but provided information that got me excited about making a difference in our operation which ultimately improved the bottom line. I was not trained only, but was given the opportunity to certify, which verified I understood the training.”
Job Opportunities
Proficiency in advanced hypothesis testing is highly valued in various fields, including data science, quality assurance, research and development, and business analytics. Completing this course can enhance career prospects and open opportunities for roles such as Data Analyst, Quality Engineer, Research Scientist, and Business Analyst.
Search our job board to find what opportunities might be available to you.
Certification
Participants who successfully complete the course will receive a certificate from Air Academy Associates, demonstrating their expertise in advanced hypothesis testing. This certification is recognized by numerous organizations and can be a valuable addition to your professional credentials.
Contact us to Learn more
1.800.748.1277 | info@airacad.com
FAQs
Q. Who should enroll in this course?
A. This course is ideal for professionals in data analysis, quality control, research, and anyone interested in enhancing their statistical analysis skills.
Q. What are the prerequisites?
A. A basic understanding of statistics and hypothesis testing is recommended.
Q. How long does the course take to complete?
A. The course is self-paced, allowing participants to complete it at their convenience.
Q. Is there support available during the course?
A. Yes, participants have access to support from instructors and a community of learners.
Q. How do I access the course materials?
A. Upon enrollment, you will receive access to our online learning platform where all materials are available.
Enhance your analytical skills and advance your career with our Advanced Hypothesis Testing Short Course. Enroll today to gain the expertise needed to make data-driven decisions confidently.
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If you are looking to train your team, contact the Air Academy team for group pricing.
1.800.748.1277
info@airacad.com
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