NDLI: A graphical test bed (SIMTBED) for analyzing and reporting the results of a statistical experiment

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A graphical test bed (SIMTBED) for analyzing and reporting the results of a statistical experiment

Content Provider	ACM Digital Library
Author	Lewis, P. A. W.
Abstract	It is unfortunately true that statisticians seldom apply the tools of their own trade to the analysis of simulation experiments. This refers to the experimental design for the input, and the data presentation and summary and analysis for the output. A graphical test bed in which the output of a simulation experiment can be reported and analyzed is described. From the graphics and the associated numerics the experimenter can summarize and see simultaneously relative properties--such as bias, normality and spread--of several estimators of a characteristic of the population for up to sixteen sample sizes. The evolution of these properties with sample size is also displayed and analyzed using regression and asymptotic expansions. The graphics is supported on a line printer to make it and the program portable. The use of the program is illustrated by a study of estimates of serial correlation in normal time series.The latest version of SIMTBED incorporates a restart facility which makes the program ideal for efficient utilization of microcomputers. A microcomputer version which uses color in the output to differentiate factors in the simulation is described, as well as improvements which are being incorporated into the latest version. This latest version will run on micros, minis or mainframes.
Starting Page	334
Ending Page	343
Page Count	10
File Format	PDF
ISBN	0911801588
DOI	10.1145/76738.76780
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	1989-10-01
Publisher Place	New York
Access Restriction	Subscribed
Content Type	Text
Resource Type	Article

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