Rangeland Ecology & Management

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Frequency Sampling and Type II Errors
Author
Whysong, G. L.
Brady, W. W.
Publisher
Society for Range Management
Publication Year
1987-09-01
Body

Probabilities of detecting frequency differences based on data obtained by random sampling were determined by computer simulation. Artificial, monotypic populations of known frequency were generated and sampled. Sample sizes of 100, 200, 500, and 1,000 plots were used to compare baseline populations of 20, 50, and 80% frequency to populations having progressively larger or smaller frequencies. Probabilities of detecting a difference in frequency from baseline populations were empirically estimated from 10,000 comparisons using a test of proportions (P<0.05). Results indicated that the power of the test was substantially reduced at lower sample sizes. Equating the probability of Type I and Type II errors at 0.05 resulted in sample sizes of approximately 500 plots being needed to statistically distinguish between differences of plus or minus 10% frequency. This material was digitized as part of a cooperative project between the Society for Range Management and the University of Arizona Libraries. The Journal of Range Management archives are made available by the Society for Range Management and the University of Arizona Libraries. Contact lbry-journals@email.arizona.edu for further information. Migrated from OJS platform August 2020

Language
en
Resource Type
Text
Document Type
Journal Issue/Article
Digital Object Identifier (DOI)
10.2307/3899614
Additional Information
Whysong, G. L., & Brady, W. W. (1987). Frequency sampling and Type II errors. Journal of Range Management, 40(5), 472-474.
IISN
0022-409X
OAI Identifier
oai:repository.arizona.edu:10150/645179
Journal Volume
40
Journal Number
5
Journal Pages
472-474
Journal Name
Journal of Range Management
Keywords
hypothesis testing
probability analysis
frequency distribution
computer simulation
vegetation
sampling
botanical composition
rangelands