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First principal component curves for the physical activity data in Section 5: (a)(b) first principal component curves for ordinal categorical variables, (c) first principal component curves for proportional response, (d) first principal component curves for continuous response. Solid lines represent the fitted curves. The upper and lower dashed lines are the 10% and 90% quantiles of the fitted values across 500 bootstrap estimates.
