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Problem is that I want to match single country term structure return as closely as possible. What would be best way to construct proxy to do this, with less bonds than in original term structure?

I have read about PCA to extract risk factors and one could use these to construct portfolio. My problem with PCA is deciding lookback period, as correlations change. Are there some other good methods?

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