Theory & Applications of Regression Models Graduate Certificate Programs

Updated: Dec 4, 2024

Statistics is a hugely important subdiscipline of mathematics. It opens many other areas useful in a range of sciences, most notably, big data and modeling. But these models need theories to underpin them.

If you have a background in any STEM subject, you have likely worked with statistics. If you like problem-solving and using statistics to solve them, a Theory & Applications of Regression Models Graduate Certificate might be a great fit. This program teaches students to use data to make predictions and examine what has already happened.

What Are the Online Theory & Applications of Regression Models Graduate Certificate Requirements?

Students interested in a theory and applications graduate certificate must fulfill a minimum entry criteria list:

An accredited four-year degree in a relevant STEM subject
Proof of past courses in statistics, calculus, and linear algebra
Application form and fees to be paid on time
A minimum GPA of 3.0 (though some could be higher or lower depending on program demand and prestige)
Supply transcripts on request
Resume detailing experience
A short personal statement may be required
PTEA, IELTS, or TOEFL certification are required for those who do not come from a majority English-speaking country and do not speak it as a first language; some may accept ELS112 and DuoLingo

What Type of Classes are Included in the Online Theory & Applications of Regression Models Graduate Certificate?

Theory & Applications of Regression Models Graduate Certificates are made up of a range of mandatory and elective courses:

Math Skills for Statistical Analysis
Computing Skills for Statistical Analysis
Statistical Computer Packages
Regression Models and Applications
Generalized Regression Models
Probability with Applications
Mathematical Statistics with Applications
Quantitative Reasoning
Data Visualization Methods
Computational and Simulation Methods
Methods in Multivariate Analysis

What Type of Career Can I Pursue with an Online Theory & Applications of Regression Models Graduate Certificate?

A Graduate Certificate in Theory & Applications of Regression Models is a niche area with multiple potential career paths:

Data Analyst: Used across the board from public health to government logistics, commercial planning, industry, and marketing, you will find a wide range of jobs requiring this skill set.
Threat Researcher: Whether military or environment, insurance or public services, statistical analysis helps calculate a wide range of threats to direct resources and calculate potential costs.
Research Project Manager: Lead your own projects in the academic sector, commerce, and industry, or anywhere else that relies heavily on statistical information.
Statistical Modeler: Using your IT skills, you will devise and develop models from which researchers can extrapolate conclusions. Again, necessary across the board in a range of areas.
Biostatistician: For graduates whose background is in the biological sciences, you may combine those two disciplines for a great career in things like public health analytics and genomes.
Data Scientist: They gather large sets of data and work with it, structuring and organizing it as well as analyzing and processing it. They may also work with models and interpret them for stakeholders.
Machine Learning Engineer: If you also have a background in Information Science and/or computer engineering, statistics are useful for developing AI systems and the science that underpins them.
Market Research Analyst: In the world of commerce, statistics and models are just as vital as they are for academia. Decisions about marketing strategies and consumer trends are made on the strength of this data.