What is a regression analysis in simple terms?

Regression analysis is a statistical method used to estimate and quantify the relationship between a dependent variable and one or more independent variables. It helps determine the strength and direction of these relationships, allowing predictions about the dependent variable based on the independent variables and providing insights into how each independent variable impacts the dependent variable.

What are the main types of variables used in regression analysis?

Dependent variables: typically continuous (e.g., house price) or binary (e.g., yes/no outcomes). Independent variables: can be continuous, categorical, binary, or ordinal.

What does a regression analysis tell you?

Regression analysis identifies the relationships between a dependent variable and one or more independent variables. It quantifies the strength and direction of these relationships, allowing you to predict the dependent variable based on the independent variables and understand the impact of each independent variable on the dependent variable.

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Miroslav Damyanov

UX researcher

Experience

Miroslav is a Bulgarian-born mixed-methods UX researcher who combines his social and behavioral sciences background with a passion for data storytelling. His career so far has included working with tech start-ups, consultancies, and not-for-profit organizations. His projects span LGBTQ+ services, e-commerce, digital communities, mental health, healthy lifestyle, and gaming.

Miroslav gets excited about projects where he can leverage various research techniques, such as interviews, competitor analysis, surveys, usability testing, or heuristic evaluation, to provide actionable insights that have a real human impact on product and business direction. Thanks to his life in Bulgaria, the Netherlands, and Portugal as well as remote work in international teams, he developed cultural sensitivity and forward-thinking. In his free time, he enjoys fitness and jiu-jitsu.

Education

Master’s in Human Geography (Cum Laude), Urban and Cultural Geography Specialisation from Radboud University, the Netherlands, 2013-2015

Master’s in Behavioural Science (Research Master in Psychology) from Radboud University, the Netherlands, 2011-2013

Bachelor’s in Liberal Arts and Sciences (Honors) from Utrecht University, the Netherlands, 2008-2011

Certifications

DAT207x: Analyzing and Visualizing Data with Power BI - Microsoft Intermediate Python for Data Science - DataCamp

You can find Miroslav on the web via his Linkedin profile.

Skills and expertise

Research methods User experience (UX)Employee experience Product development Patient experience Surveys Customer research Market research

About our editorial process

At Dovetail, our mission is to create and share trustworthy content that helps everyone improve the quality of everything. No complicated jargon or industry terminology. No content written by AI-powered robots. Just what you need to know when you need to know it. And most importantly, every word is checked by an expert before it’s published.

Our independent authors and reviewers include experienced UX researchers, product designers, market researchers, survey specialists, product managers, and more. You can be confident what you read here is relevant, accurate, and high quality.

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