Regression Imputation

Regression imputation is a data imputation technique used in data science to fill in missing values in a dataset. It involves using regression analysis to predict the missing values based on the relationship between the missing variable and other variables in the dataset. The regression model is trained on the observed values of the variable with missing data and other variables that are correlated with it. Once the model is trained, it is used to predict the missing values. Regression imputation is a popular imputation technique because it can handle missing data in both continuous and categorical variables. However, it assumes that the relationship between the missing variable and other variables in the dataset is linear and may not work well if the relationship is non-linear or complex.
Your Previous Searches
Random Picks
  • Modular Framework: A modular framework is a software architecture that is designed to separate functionality into distinct, independent, and interchangeable modules. In the context of data science and artificial intelligence, a modular framework allows for th ... Read More >>
  • Storage Device: A storage device is a hardware device that is used to store data, either temporarily or permanently. In the context of data science and artificial intelligence, storage devices are essential for storing large amounts of data that are used f ... Read More >>
  • Components: In the context of Data Science and Artificial Intelligence, components refer to the individual parts or modules that make up a larger system or application. These components can be software or hardware-based and are designed to work togethe ... Read More >>
Top News

TikTok goes dark in the US...

TikTok’s app was removed from prominent app stores on Saturday just before a federal law that would have banned the popular social media platform was scheduled to go into effect...

News Source: ABC News on 2025-01-19

With a US ban on TikTok hours away, Trump says he 'most likely' will grant an ex...

President-elect Donald Trump says he “most likely” will give TikTok 90 more days to work out a deal that would allow the popular video-sharing platform to avoid a U.S. ban...

News Source: ABC News on 2025-01-18

As the wildfires grew closer, people with disabilities say they often had to fen...

When people with disabilities aren’t included in disaster plans, the results can be deadly, advocates say. They advise that people make plans in case of wildfires or other emergencies....

News Source: CNN on 2025-01-18

These are Sam Altman's predictions on how the world might change with AI...

OpenAI CEO Sam Altman has made several predictions about where we're headed on AGI, superintelligence, agentic AI — and when we might get there....

News Source: Business Insider on 2025-01-18

How scientists with disabilities are making research labs and fieldwork more acc...

Disabled scientists are trying to make research labs and fieldwork more accessible...

News Source: ABC News on 2025-01-18