National Cancer Institute
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Risk Factor Monitoring & Methods
Cancer Control and Population Sciences

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.

reweight.pam.sas

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)

adhere.pam.sas

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:

  • adhere (local)

Last modified:
16 Aug 2007
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