identified significant variables vs identified significant predictors

Both phrases are correct, but they are used in different contexts. 'Identified significant variables' is commonly used in statistical analysis when referring to the factors that have a significant impact on the outcome. On the other hand, 'identified significant predictors' is more commonly used in predictive modeling or machine learning contexts to refer to the variables that are used to predict an outcome.

Last updated: March 17, 2024 • 573 views

identified significant variables

This phrase is correct and commonly used in statistical analysis.

This phrase is used in statistical analysis to refer to the factors that have a significant impact on the outcome being studied.

Examples:

The study identified significant variables that influenced the results.
Researchers identified significant variables affecting the experiment.

Show examples from the web [+]

Stepwise regression identified significant variables in the full set. Regression models and neural networks were then tested using data sets with only the ...
The identified significant variables or behaviors, including the addition of the variable, attending association meetings, for dollar value of awards are described ...
Once you have identified significant variables from the Selected Variable Importance graphic above, you're now able to dive deeper and determine what specific ...
identified significant variables, and has begun investigating possible additional modifications to existing bowling ball, lane conditioner, cleaner and lane ...

Alternatives:

identified important factors
identified key variables
identified crucial elements
identified relevant parameters
identified essential components

identified significant predictors

This phrase is correct and commonly used in predictive modeling or machine learning contexts.

This phrase is used in predictive modeling or machine learning to refer to the variables that are used to predict an outcome.

Examples:

The model identified significant predictors of customer churn.
The algorithm identified significant predictors of stock price movements.

Show examples from the web [+]

Multivariate logistic regression identified significant predictors for appropriate use of interpreters. The strongest association with appropriately using interpreters ...
A multivariable logistic regression analysis identified significant predictors of headache recurrence (return to moderate/severe pain intensity within 22 hours of ...
Logistic regression identified significant predictors of stroke. RESULTS: The incidence of stroke was 1.5%. The regression model significantly predicted the ...
Using survival analysis, we identified significant predictors of the waiting time to conception: wife's age (years), husband's age (< 35, 35-49, > 49 years), marital ...

Alternatives:

identified important predictors
identified key predictors
identified crucial predictors
identified relevant predictors
identified essential predictors

What Our Customers Are Saying

Our customers love us! We have an average rating of 4.79 stars based on 283,125 votes.
Also check out our 2,100+ reviews on TrustPilot (4.9).

"Thank you!"
Sachi Nakama July 2024
"I have literally been through chat, PI, claude, bard and bing and I got conflicting answers! Thank you! Human intelligence reigns!"
Retha July 2024
"Faster than AI"
CYNTHIA December 2023
"This was very helpful and I personally think this site is the best."
Kaden October 2023
"It was extremely thorough and very helpful!"
imperialelisa October 2023
"7 years without any disappointment. Always 100% satisfied. You guys are the best in the world at what you do. Thank you so much :)"
Zubair Alam October 2023
"In a world of text messages and online communication, this is great to have as a live tool. Thank you."
Selena October 2023
"Without textranch I would be stuck!"
宏祐 October 2023
"Accuracy and fast response. Personal comments from editor. Thank you."
Clh September 2023
"I wasn't aware of this service, it's fascinating and more reliable than standard IA tools available on the internet"
Arturo September 2023
"The fact that you can get reliable fast feedback on your texts."
Vinicius Antonio August 2023
"you guys are better than grammarly i'm being honest here"
ordinary July 2023
"OMG! This is really good than any other text correction tools I've used so far. Highly recommend this."
Vehan July 2023
"Very fast and accurate. thank you."
mojtaba July 2023
"I love this app because it's help to writing skills all of students ♥️"
Tarisini July 2023
"This was exactly the mistake I was looking for, the wording dind´t sound right at first. Better than grammarly!"
Ente July 2023
"The immediate help that I received was reassuring and very satisfactory. Thanks."
priiiyanshuu July 2023
"this helps A LOT for my studies."
kathnunez02 June 2023
"Woow!! I would never have expected such precision! Thank you soooo much!!"
Berta June 2023
"Real Time Editor and not AI. Many Thanks."
Priya June 2023
"The very first thing excites me about Textranch is how much your editors care."
sepideh June 2023
"The fact that texts are checked by human editors rather than by AI, etc. I appreciate this!"
Анна June 2023
"Feel welcome, immediate response, high quality feedback"
martin.roy June 2023
"This is the best app that I have ever seen"
Burulai May 2023

identified significant variables vs identified significant predictors