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Survival on the Titantic: Illustrating Wald and LM Tests for Proportions and Logits

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Author Info
Robert Dixon
William Griffiths

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Abstract

Students are very interested in lecture examples and class exercises involving data connected to the maiden voyage and the sinking of the liner Titanic. Information on the passengers and their fate can be used to explore relationships between various tests for differences in survival rates between different groups of passengers. Among the concepts examined are tests for differences of proportions using a normal distribution, a chi-square test for independence, a test for the equality of two logits and a test for the significance of the coefficient of a binary variable in logit model. The relationship between Wald and LM test statistics is also examined. Two related examples are given, one to be used for step by step instructional purposes and one to be given as an exercise to students.

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File URL: http://www.economics.unimelb.edu.au/SITE/research/workingpapers/wp06/964.pdf
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Publisher Info
Paper provided by The University of Melbourne in its series Department of Economics - Working Papers Series with number 964.

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Length: 33 pages
Date of creation: 2006
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Handle: RePEc:mlb:wpaper:964

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Postal: Department of Economics, The University of Melbourne, 5th Floor, Economics and Commerce Building, Victoria, 3010, Australia
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Related research
Keywords: Contingency table; Difference in proportions; Logit model; Statistical tests;

Find related papers by JEL classification:
A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
A23 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Graduate
C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Hypothesis Testing
C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models

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This page was last updated on 2009-11-23.

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