If the assumptions of Simple Linear Regression are violated, the coefficient estimates may become _________, and predictions may not be reliable.
- Biased
- Efficient
- Improved
- Optimized
If the assumptions of Simple Linear Regression are violated, the coefficient estimates may become biased, leading to unreliable predictions.
Loading...
Related Quiz
- You are working on a clustering problem where you need to identify very distinct and well-separated clusters. Which linkage method might be suitable and why?
- An educational institution wants to personalize its online learning platform for individual student needs. How would you leverage Machine Learning to achieve this goal?
- The ability of SVMs to handle non-linear decision boundaries is achieved by transforming the input data into a higher-dimensional space using a ______.
- You are using Simple Linear Regression for a time-series dataset, and the residuals show a pattern. What does this imply, and what might be the remedy?
- What is the primary goal of Machine Learning?