跳至主要内容

Usage as Complementary Correspondence Analysis and Logistic Regression in a Scientific Survey on Self Healing Methods

Read full paper at:
http://www.scirp.org/journal/PaperInformation.aspx?PaperID=52717#.VKH_0cCAM4

The aim of this study is to show complementary usage of logistic and correspondence analysis in a research subject to self-healing methodologies. Firstly, the number of the variables is reduced by logistic regression according to relationship between dependent and independent variables and then research carries on searching variables. The relationship among the behaviours of individuals and their demographic characteristics is modelled by logistic regression and shown graphically by correspondence analysis. In application, first of all, the effect of age, sex, marital status, education level, occupation and income level and present health condition, on appreciating self-health, is explained by a model. As a result of that model, it can be said that the effect of age, occupation and present health condition is reasonable. After analysing that model, the relationship between categorical variables (age, sex, occupation, preferred precautions, and worth of personal health) is shown graphically by multiple correspondence analysis.
Cite this paper
Greenacre, Z. , Terlemez, L. and Sentürk, S. (2014) Usage as Complementary Correspondence Analysis and Logistic Regression in a Scientific Survey on Self Healing Methods. Open Journal of Statistics, 4, 912-920. doi: 10.4236/ojs.2014.411086. 
 

[1] Karaca, A.R. (1994) “Kendi Kendini Tedavi Reçetesiz Ilaçve OTC. Turkish Pharmacists’s Association News (TEB Haberler), No: 10, pp. 23-26.
[2] Hosmer, David, W. and Lemeshow, S. (2000) Applied Logistic Regression. John Wiley & Sons, Inc., Hoboken.
[3] O’Connel, A.A. (2007) Logistic Regression models for Ordinal Response Variables. Sage Publication, Inc., Thousand Oaks.
[4] Agresti, A. (1996) An Introduction to Categorical Data Analysis. John Wiley and Sons, New York.
[5] Agresti, A. (1990) Categorical Data Analysis. John Wiley and Sons, New York.
[6] Andersen, E.B. (1990) The Statistical Analysis of Categorical Data. Springer-Verlag, Berlin.
http://dx.doi.org/10.1007/978-3-642-97225-6
[7] Johnson, A.R. and Wichern, D.W. (1998) Applied Multivariate Statistical Analysis. Prentice-Hall.
[8] Özdamar, K. (2004) Paket Programlar ile Istatistiksel Veri Analizi. Anadolu Üniversitesi Yaylnlarl, Eskisehir.
[9] Greenacre, M.J. and Hastie, T. (1987) The Geometric Interpretation of Correspondence Analysis. American Statistical Association, 82, 437-447.
http://dx.doi.org/10.1080/01621459.1987.10478446
[10] Greenacre, M.J. (1984) Theory and Applications of Correspondence Analysis. Academic Press, London.
[11] Greenacre, M.J. and Blasius, J. (2006) Multiple Correspondence Analysis and Related Methods. Chapman & Hall/CRC, New York.
[12] Greenacre, M.J. (2007) Correspondence Analysis in Practice. 2nd Edition, Chapman & Hall/CRC, New York.                              eww141230lx
[13] Güler, E. and Asan, Z. (2004) Kendi Kendine Tedavive Kisisel Sagllgln Önemi. Meslekiçi Sürekli Egitim Dergisi, No: 7-8, pp. 80-91.
标签：

评论

发表评论

此博客中的热门博文

Does Immigration Promote the Investment of the Monopolistic Firm?

In the present paper, we examine the effect of increasing uncertainty of immigrants’ growth on the optimal timing of investment of a firm that has a monopolistic power over the labor market. It is revealed that when the uncertainty of immigrants’ growth is more than a threshold level, increasing uncertainty of immigrants’ growth accelerates the optimal timing of firms’ investment and enhances the economic growth, even if the uncertainty of immigrants’ growth is formulated by the geometric Brownian motion, which is in sharp contrast to the standard result that an increase in the uncertainty postpones the optimal timing. With an increase in the immigrants over the past ten years, workforces in the host countries have been growing significantly to the extent that the immigrants represent 70% of the increase in the workforce in Europe, and 47% in the United States as OECD indicates. In the present paper, we attempted to investigate the effect of increased uncertainty caused by the growi...
发表评论
阅读全文

Education Policy Implementation: A Mechanism for Enhancing Primary Education Development in Zanzibar

Education is one of the fundamental rights of individuals; therefore, the government of a country needs to develop and strengthen educational policy and quality as well as to ensure that everyone has equal access to basic education. The improvement of access and quality of education in the world is becoming as an essential factor in development, whereas the basic education (primary school), is acknowledged as a foundation of the higher educational development for every country. To fulfill this goal, governments introduce several policies and procedures; however, it requires some reforms and participation from the politician, policymakers, and other stakeholders to re-examine educational policy so that it can lead to multiplication and betterment of the reforms. Educational reforms actually focus on accountability. A positive educational development and reform is very challenging and needs more effort and strategy on how to use and utilize the resources effectively as such it can achie...
发表评论
阅读全文