Nonparametric spirometry reference values for Hispanic Americans.
Recent literature sites ethnic origin as a major factor in developing pulmonary function reference values. Extensive studies established reference values for European and African Americans, but not for Hispanic Americans. The Third National Health and Nutrition Examination Survey defines Hispanic as individuals of Spanish speaking cultures. While no group was excluded from the target population, sample size requirements only allowed inclusion of individuals who identified themselves as Mexican Americans. This research constructs nonparametric reference value confidence intervals for Hispanic American pulmonary function. The method is applicable to all ethnicities. We use empirical likelihood confidence intervals to establish normal ranges for reference values. Its major advantage: it is model free, but shares asymptotic properties of model based methods. Statistical comparisons indicate that empirical likelihood interval lengths are comparable to normal theory intervals. Power and efficiency studies agree with previously published theoretical results.
Glenn
Nancy L
NL
Department of Mathematical Sciences, Texas Southern University, Houston, TX 77004, USA. nglenn@alumni.rice.edu
Brown
Vanessa M
VM
D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D005260:Female; D006630:Hispanic or Latino; D006801:Humans; D016013:Likelihood Functions; D008297:Male; D008875:Middle Aged; D009749:Nutrition Surveys; D012016:Reference Values; D013147:Spirometry; D018709:Statistics, Nonparametric; D014481:United States; D055815:Young Adult