A Note on inconsistency of the score test

K. Sumathi, Aruna K. Rao

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

The score test proposed by Rao (1947) has been widely used in the recent years for data analysis and model building because of its simplicity. However, at the time of its computation, it has been found that the value of the score test statistic becomes negative. Freedman (2007) discussed some of the theoretical reasons for this inconsistency of the score test and observed that the test was inconsistent when the observed Fisher information matrix was used rather than the expected Fisher information matrix. The present paper is an attempt to demonstrate the inconsistency of the score test in terms of the power function. The paper further dispels the doubt regarding the use of score test.

Original languageEnglish
Pages (from-to)55-66
Number of pages12
JournalPakistan Journal of Statistics and Operation Research
Volume7
Issue number1
Publication statusPublished - 01-01-2011

Fingerprint

Fisher information matrix
Score Test
Inconsistency
Fisher Information Matrix
Data structures
Statistics
Observed Information
Power Function
Inconsistent
Data Model
Test Statistic
Simplicity
Data analysis
Score test
Demonstrate

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Modelling and Simulation
  • Statistics, Probability and Uncertainty
  • Management Science and Operations Research

Cite this

Sumathi, K. ; Rao, Aruna K. / A Note on inconsistency of the score test. In: Pakistan Journal of Statistics and Operation Research. 2011 ; Vol. 7, No. 1. pp. 55-66.
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A Note on inconsistency of the score test. / Sumathi, K.; Rao, Aruna K.

In: Pakistan Journal of Statistics and Operation Research, Vol. 7, No. 1, 01.01.2011, p. 55-66.

Research output: Contribution to journalArticle

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