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XTREE: A Multivariate Graphical Icon With Special Applicability in Monte Carlo Studies

Author(s):
Thissen, David; Wainer, Howard
Publication Year:
1985
Report Number:
RR-85-16, PSRTR-85-58
Source:
ETS Research Report
Document Type:
Report
Page Count:
14
Subject/Key Words:
United States Air Force Human Resources Laboratory, Graphs, Monte Carlo Methods, Multivariate Analysis, Statistical Analysis

Abstract

Computer simulations are often used to compare statistical estimators. A common structure (e.g., Andrews, et. al., 1972) of these Monte Carlo studies is to compare a number of estimators for a number of distributions under a number of side conditions (i.e., various sample sizes). The investigator is faced with a substantial problem in trying to interpret voluminous output. The problem is exacerbated if there are multiple dependent variables (e.g., variance and bias). In this paper we propose a graphical icon, the XTREE, which aids perception and interpretation of such results. The method is illustrated with data from two recently published studies. A computer program that draws this display is provided. (14pp.)

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