General Studies · Linear Regression
Which of the following statements most accurately defines the primary purpose and a key underlying assumption of Multiple Linear Regression?
Verified Solution4 OptionsUpdated: October 2026👁️1 View
Share:
- 1It explores underlying relationships by transforming a large set of correlated variables into linearly uncorrelated components without predefined hypotheses.
- 2It determines statistically significant differences across multiple dependent variables simultaneously by mathematically partialing out the variance of continuous covariates.
- 3It models the impact of two or more independent predictors on a single dependent outcome, assuming that these independent variables are not excessively correlated with each other.✓
- 4It assesses the relationship between a single dependent outcome variable and exactly one independent predictor variable using a straight-line mathematical equation.
Correct answer
It models the impact of two or more independent predictors on a single dependent outcome, assuming that these independent variables are not excessively correlated with each other.
Download Single Question PDF
Save this question and verified answer as a clean study sheet with live clickable link.
👥
Share with Friends & Study Groups
Challenge your peer aspirants on WhatsApp or Telegram to solve this question!
Online Test Series
Start Free Mock Test →Preparing for General Studies?
Practice full-length mock tests with real exam timers, instant score analysis, and all-India ranking.
Chapter Practice
Practice Linear Regression MCQs →Want more practice questions on Linear Regression?
Solve complete topic-wise tests with detailed solutions on GkGet.
Related Practice Questions
Recommended practice questions in General Studies · Linear Regression