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Why the correct use of linear time trends is a critical skill for professional researchers facing multicollinearity. Learn to apply trends instead of year fixed effects correctly in this technical guide. Avoid common modeling errors and ensure your results are accurate, robust, and scientifically defensible across all your research projects.

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