The document presents a new approach to analyzing eccentrically loaded columns made of perfectly plastic material. Rather than solving for the deflection curve, the approach solves for the curvature curve. This simplifies the analysis. Expressions are derived for the curvature curve of a column with rectangular cross-section at different stages of plasticity, including elastic behavior, yield on one side, and yield on both sides. The curvature curve solutions allow directly calculating critical loads. Analytical results are found to agree well with existing solutions.