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J L Gill

Publications and source records attributed to J L Gill.

15 recordsLinked to original sources

Uses and abuses of statistical methods in research in parasitology.

Among misuses of statistical procedures, perhaps most common is abuse of methods for multiple comparisons of means. Ranking close behind is misunderstanding of various aspects of analysis of non-random repeated measurements of animals. Those topics are the chief focus of this effort to do more than point an accusing finger at the statistical naïvety of a few parasitologists; one hopes for positive response to tutorial advice as well. In addition to the two major topics, comments are given about regression analysis for dose-response studies and analysis of related multiple variables.

Analysis of Variance↗

Repeated measurement: sensitive tests for experiments with few animals.

Animal scientists who conduct experiments involving repeated measurements of animals often are frustrated by low statistical power of tests for comparisons of treatment means. In many cases, low power of the traditional tests simply is the consequence of low replication (few animals per treatment) that was forced by cost or complexity of experimental technique. A method is given for comparing treatments in a way that permits sensitive tests (via partition of the treatment X period interaction), often when the number of animals per treatment is not more than five or six. Modifications for the procedure are given for the case of heterogeneous variances and covariances. An example from mammary physiology is used to illustrate the procedure and to compare it with standard methods of analysis.

Analysis of Variance↗

Precision of assessing anthelmintic efficacy.

In counting internal helminthic parasites (the "worm burden") of domestic animals, physical restrictions often lead to sampling by small aliquots of unequal size among affected organs, among animals treated alike, and among groups of animals treated differently. We assess the impact of that type of sampling on the precision of the analyzed variable (log of estimated worm burden), derive the variance of the standard nonlinear estimator of efficacy of anthelmintic treatment, and examine the problem of number of animals required for adequate sensitivity of experiments. The standard error of sample geometric mean worm burden, for a particular anthelmintic treatment, and the standard error of estimated efficacy of a treatment, relative to control, are given for the case of log-normal burdens. Small aliquots affect precision critically only if mean burden is small, i.e., when sampling by small aliquots is unnecessary, because the physical effort required is not great. The minimal number of animals per treatment, required for at least 80% power to detect efficacy of .7 or higher, is about 4 to 6 for species of parasites constituting major burdens (where the coefficient of variation of worm burden often is near .7). However, the minimal number of animals may be as high as 15 to 20 per treatment for cases with lowly-abundant species of parasites (where the coefficient of variation may be as high as 2 or 3). An example is given to illustrate procedures.

Analysis of Variance↗

Sodium and potassium intakes and excretions of normal men consuming sodium chloride or a 1:1 mixture of sodium and potassium chlorides.

Two groups of 10 healthy young men were matched on the basis of their free-choice consumptions of regular table salt. For 28 days they were then fed carefully controlled low-sodium foods. One group was permitted free-choice seasoning of these foods with regular table salt, the other with a 1:1 mixture of sodium and potassium chlorides. Intakes and urinary and fecal excretions of sodium and potassium were determined by analysis. The results were: 1) the subjects salted their food with essentially the same amounts of regular table salt as of the 1:1 mixture; 2) the sodium intake associated with seasoning at the table was reduced with the 1:1 mixture to 44 percent of the amount consumed with regular table salt; and 3) over a 28-day period there was no tendency for subjects to increase their use of a 1:1 mixture, when used in place of regular table salt, to compensate for their reduced sodium intakes. Under the conditions of this study, the use of the 1:1 mixture as a seasoning agent for foods that contained no added salt resulted in an average total intake of sodium (food plus seasoning) which was 55 percent that of the subjects using regular table salt.

Adult↗