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Analyzing NHANES Accelerometer Data:
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Reweight.pam and Adhere.pam Programs
Two additional programs, reweight.pam.sas and adhere.pam.sas, are provided to reproduce analyses conducted by
NCI.
This program recalculates sample weights for the PAM subsample with one or more valid
days of data and the subsample with four or more valid days of data. The revised sample
weights make the selected sub-samples nationally representative.
Input:
Output:
- in.pam_perday.reweighted (local)
This program uses accelerometer data to classify days as meeting the recommendation of
30 or more minutes (typically used for adults) or 60 or more minutes (typically used for
children) of moderate or greater intensity activity. It uses a Bayesian approach to
estimate the probability of a person meeting the recommendation on five of seven days,
even if fewer than seven days are observed. This approach is described in Bayesian Adherence Estimation.
Input:
Output:
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