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Macros to Conduct Tests of Multimodality in SAS

Title: Macros to Conduct Tests of Multimodality in SAS.
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Name(s): Neville, Zacharia, author
Brownstein, Naomi, author
Type of Resource: text
Genre: Text
Working Paper
Date Issued: 2018
Physical Form: computer
online resource
Extent: 1 online resource
Language(s): English
Abstract/Description: The Dip Test of Unimodality and Silverman's Critical Bandwidth Test are two popular tests to determine if an unknown density contains more than one mode. While the tests can be easily run in R, they are not included in SAS software. We provide implementations of the Dip Test and Silverman Test as macros in the SAS software, capitalizing on the capability of SAS to execute R code internally. Descriptions of the macro parameters, installation steps, and sample macro calls are provided, along with an appendix for troubleshooting. We illustrate the use of the macros on data simulated from one or more Gaussian distributions as well as on the famous iris dataset.
Identifier: FSU_libsubv1_scholarship_submission_1536176489_9919aa26 (IID), 10.1080/00949655.2018.1509979 (DOI)
Keywords: dip test, Silverman's critical bandwidth test, implementation, SAS, software, unimodality
Publication Note: Preprint available from arXiv: https://arxiv.org/abs/1802.00151
Persistent Link to This Record: http://purl.flvc.org/fsu/fd/FSU_libsubv1_scholarship_submission_1536176489_9919aa26
Owner Institution: FSU
Is Part Of: Journal of Statistical Computation and Simulation.

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Neville, Z., & Brownstein, N. (2018). Macros to Conduct Tests of Multimodality in SAS. Journal Of Statistical Computation And Simulation. Retrieved from http://purl.flvc.org/fsu/fd/FSU_libsubv1_scholarship_submission_1536176489_9919aa26