Main Title |
Regression on Medians of Probability Distributions. |
Author |
Sumler, M. R. ;
Fisher, H. L. ;
Hall, L. L. ;
|
CORP Author |
ManTech Environmental Technology, Inc., Research Triangle Park, NC.;Health Effects Research Lab., Research Triangle Park, NC. |
Publisher |
1991 |
Year Published |
1991 |
Report Number |
EPA-68-02-4450; EPA/600/D-91/048; |
Stock Number |
PB91-177006 |
Additional Subjects |
Lethal dose 50 ;
Toxic tolerances ;
Carcinogenesis ;
Epidemiology ;
Regression analysis ;
Survival analysis ;
Dose-response relationships ;
Mortality ;
Probabilistic estimation ;
Statistical Analysis System(SAS)
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
NTIS |
PB91-177006 |
Some EPA libraries have a fiche copy filed under the call number shown. |
|
07/26/2022 |
|
Collation |
20p |
Abstract |
The median is a fundamental parameter in the area of lifetime and survival statistics. In toxicodynamics the LD50, lethal dose that results in 50% mortality, is frequently used. The median is also used to describe the incidence of cancer and other disease states. Factors such as nutritional status, age of animal, and exposure to a second chemical can cause the LD50 to shift. It is therefore desirable to determine a functional relationship between the median of a distribution and a cofactor. The paper used SAS to examine the use of median regression to predict a continuous dependent variable as a function of a single cofactor and compare these results to the standard ordinary least squares regression techniques. Two data sets were generated using the SAS RANUNI and NORMAL functions. In one, the median line was proportional to the mean line, and both the median and mean had positive slopes with respect to a cofactor. In the other, the slope of the median line was positive while that of the mean line was negative. |
Supplementary Notes |
Sponsored by Health Effects Research Lab., Research Triangle Park, NC. |
Category Codes |
57Y |
NTIS Prices |
PC A03/MF A01 |
Primary Description |
600/10 |
Document Type |
NT |
Cataloging Source |
NTIS/MT |
Control Number |
116430077 |
Origin |
NTIS |
Type |
CAT |