Contact Us

If you still have questions or prefer to get help directly from an agent, please submit a request.
We’ll get back to you as soon as possible.

Please fill out the contact form below and we will reply as soon as possible.

  • Courses
  • Find a Job
  • Home
  • Economics, Finance, & Analytics
  • Research, Quantitative Analysis, & Decision Science

Standard Error - Explained

What is Standard Error?

Written by Jason Gordon

Updated at April 16th, 2022

Contact Us

If you still have questions or prefer to get help directly from an agent, please submit a request.
We’ll get back to you as soon as possible.

Please fill out the contact form below and we will reply as soon as possible.

  • Marketing, Advertising, Sales & PR
    Principles of Marketing Sales Advertising Public Relations SEO, Social Media, Direct Marketing
  • Accounting, Taxation, and Reporting
    Managerial & Financial Accounting & Reporting Business Taxation
  • Professionalism & Career Development
  • Law, Transactions, & Risk Management
    Government, Legal System, Administrative Law, & Constitutional Law Legal Disputes - Civil & Criminal Law Agency Law HR, Employment, Labor, & Discrimination Business Entities, Corporate Governance & Ownership Business Transactions, Antitrust, & Securities Law Real Estate, Personal, & Intellectual Property Commercial Law: Contract, Payments, Security Interests, & Bankruptcy Consumer Protection Insurance & Risk Management Immigration Law Environmental Protection Law Inheritance, Estates, and Trusts
  • Business Management & Operations
    Operations, Project, & Supply Chain Management Strategy, Entrepreneurship, & Innovation Business Ethics & Social Responsibility Global Business, International Law & Relations Business Communications & Negotiation Management, Leadership, & Organizational Behavior
  • Economics, Finance, & Analytics
    Economic Analysis & Monetary Policy Research, Quantitative Analysis, & Decision Science Investments, Trading, and Financial Markets Banking, Lending, and Credit Industry Business Finance, Personal Finance, and Valuation Principles
  • Courses
+ More

Table of Contents

What is Standard Error?How is Standard Error Used? Special ConsiderationsAcademic Research on Standard Error

What is Standard Error?

In statistics, the standard error refers to the deviation of a sample mean from the actual meaning of a particular population. When there is a diffusion of sample means around the actual mean of a population, standard error has occurred. In a simple language, standard error (SE) is the estimated standard deviation of a sample population. Before we proceed, here are vital points you should know about standard error;

  • Standard error refers to the estimate of the standard deviation of a sample population.
  • It can also refer to the dispersion or disbandment of samples means around the actual mean of the population.
  • A variation from the accurate meaning of a sample population can lead to the occurrence of standard error.
  • According to researchers and statisticians, standard errors can be reduced when more data points are used in calculating the mean of a sample population.
Back to: RESEARCH, ANALYSIS, & DECISION SCIENCE

How is Standard Error Used? 

The standard deviations of various sample populations, statistics and parameters is called the standard error. When there is a variation from the accepted o accurate mean of a sample population and the calculated one, standard error has occurred. The standard error of mean can occur when there is a standard deviation of sample means from the actual mean of the population. When calculating standard error in a particular sample population or statistics, it is calculated by dividing the standard deviation by the square root of the sample size. In statistics, the smaller the standard error, the more accurate and representative of the sample population.

Special Considerations

It is widely believed that for a sample population to give an accurate result and be more representative, more data sets must be used. In every given sample statistics or population, the mean is estimated, a variation or deviation between the mean that is calculated and the mean given as the acceptable or accurate mean is standard error. Standard error in a sample population indicates that the sample is not representative of the entire population, it identifies shortcomings that might have occured when gathering the sample. A spread or dispersion in the mean of variables is detected through the standard error. The smaller the standard error, the more accurate and true the population data is. The standard deviation helps to recognize the spread of data points or variables in a given sample population.



standard error

Was this article helpful?

Yes
No

Related Articles

  • Bonferroni Test - Explained
  • Venn Diagram - Explained
  • Nonlinear Regression - Explained
  • Marginal (Incremental) Analysis - Explained



©2011-2023. The Business Professor, LLC.
  • Privacy

  • Questions

Definition by Author

0
0
Expand