What is regression analysis?

Regression analysis is a mathematical process in statistics that allows you to discover trends in the data you're examining. Regression analysis allows you to determine the relationship between the outcome of a situation and the variables that affect that outcome. You can use regression analysis to sort out the dependent and independent variables that make a larger difference in the outcome and those that don't affect the outcome as much. It also allows you to make educated judgments on which factors to ignore and which factors matter most when it comes to planning and decision making.

Why learn about regression analysis?

It's important to learn about regression analysis because it will help you understand the relationship between outcomes and the factors that determine those outcomes. Regression analysis is a flexible form of analysis that has applications across different disciplines. You can use regression analysis to build a business plan, develop a nutrition and workout regimen, research sociological and psychological issues, or one of many other decisions that you may need to make. Regression analysis allows you to zero in on the variables that factor most into your discipline.

How does regression analysis help my career?

A firm understanding of regression analysis allows you to make better projections and decisions because you're able to see which factors affect an outcome more than others. Regression analysis allows you to understand how different scenarios play out because you know which variables make a difference in your line of work. Because regression analysis works across various disciplines that rely on data, such as finance and investing, you can apply it in a number of different careers, which means it's a concept that serves you well no matter where you work.

How can taking online courses help me learn regression analysis?

Online courses help you develop your knowledge of regression analysis and how to apply it in your career. You can use online courses to help you understand regression analysis if you've never applied it before or if you have a passing familiarity with it. You can learn the basic concepts with online courses, or you can take a more in-depth approach to what regression analysis can do for your business. One of the best things about taking online courses to learn about regression analysis is that you can learn at a pace and on a schedule that works best for you.

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Meta
Meta Marketing Analytics
Compétences que vous acquerrez : Accounting, Advertising, Advertising Sales, Algebra, Algorithms, Analysis, Basic Descriptive Statistics, Big Data, Business Analysis, Communication, Computer Architecture, Computer Networking, Computer Programming, Data Analysis, Data Management, Data Visualization, Digital Marketing, Econometrics, Entrepreneurship, Experiment, Finance, Forecasting, General Statistics, Leadership and Management, Machine Learning, Machine Learning Algorithms, Market Analysis, Market Research, Marketing, Mathematics, Network Architecture, Network Model, Network Security, Operating Systems, Probability & Statistics, Programming Principles, Python Programming, Regression, Research and Design, Sales, Security Engineering, Security Strategy, Software Engineering, Software Security, Software Testing, Spreadsheet Software, Statistical Programming, Strategy, Strategy and Operations, System Security, Theoretical Computer Science
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Beginner · Professional Certificate · 3+ Months
Johns Hopkins University
Data Literacy
Compétences que vous acquerrez : Advertising, Change Management, Communication, Data Analysis, Data Visualization, Entrepreneurship, Feature Engineering, General Statistics, Leadership and Management, Machine Learning, Marketing, Mathematics, Probability & Statistics, Regression, Research and Design, Strategy and Operations, Survey Creation
4.6
(128 avis)
Beginner · Specialization · 3+ Months

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En résumé, voici 10 de nos cours regression analysis les plus populaires

Panel Data Analysis with R: Coursera Project Network
Logistic Regression in R for Public Health: Imperial College London
The Classical Linear Regression Model: Queen Mary University of London
Performing Confirmatory Data Analysis in R: Coursera Project Network
Investments I: Fundamentals of Performance Evaluation: University of Illinois at Urbana-Champaign
Regression Modeling in Practice: Wesleyan University
Investments II: Lessons and Applications for Investors: University of Illinois at Urbana-Champaign
Quantifying Relationships with Regression Models: Johns Hopkins University
Meta Marketing Analytics: Meta
Data Literacy: Johns Hopkins University

Compétences que vous avez acquises en Probability And Statistics

La Programmation En R (19)

Inférence (16)

Régression Linéaire (12)

Analyse Statistique (12)

Inférence Statistique (11)

Analyse De Régression (10)

Biostatistiques (9)

Bayésien (7)

Régression Logistique (7)

Distribution De Probabilité (7)

Statistiques Bayésiennes (6)

Statistiques Médicales (6)

Questions fréquentes sur Analyse de régression

Regression analysis is a mathematical process in statistics that allows you to discover trends in the data you're examining. Regression analysis allows you to determine the relationship between the outcome of a situation and the variables that affect that outcome. You can use regression analysis to sort out the dependent and independent variables that make a larger difference in the outcome and those that don't affect the outcome as much. It also allows you to make educated judgments on which factors to ignore and which factors matter most when it comes to planning and decision making.‎
It's important to learn about regression analysis because it will help you understand the relationship between outcomes and the factors that determine those outcomes. Regression analysis is a flexible form of analysis that has applications across different disciplines. You can use regression analysis to build a business plan, develop a nutrition and workout regimen, research sociological and psychological issues, or one of many other decisions that you may need to make. Regression analysis allows you to zero in on the variables that factor most into your discipline.‎
A firm understanding of regression analysis allows you to make better projections and decisions because you're able to see which factors affect an outcome more than others. Regression analysis allows you to understand how different scenarios play out because you know which variables make a difference in your line of work. Because regression analysis works across various disciplines that rely on data, such as finance and investing, you can apply it in a number of different careers, which means it's a concept that serves you well no matter where you work.‎
Online courses help you develop your knowledge of regression analysis and how to apply it in your career. You can use online courses to help you understand regression analysis if you've never applied it before or if you have a passing familiarity with it. You can learn the basic concepts with online courses, or you can take a more in-depth approach to what regression analysis can do for your business. One of the best things about taking online courses to learn about regression analysis is that you can learn at a pace and on a schedule that works best for you.‎

Le contenu de cette FAQ a été mis à disposition à des fins d'information uniquement. Il est conseillé aux étudiants d'effectuer des recherches supplémentaires afin de s'assurer que les cours et autres qualifications suivis correspondent à leurs objectifs personnels, professionnels et financiers.