You are here

Home » Content

ASAL BİLEŞENLER ANALİZİNE BOOTSTRAP YAKLAŞIMI

Journal Name:

  • İstanbul Üniversitesi Ekonometri ve İstatistik Dergisi

Publication Year:

  • 2005

Key Words:

Keywords (Original Language):

Author NameUniversity of AuthorFaculty of Author
Abstract (2. Language): 
In this paper, we apply bootstrap methods to principal components. We use a set of hypothetical data to illustrate how the bootstrap methods can be employed in constructing confidence intervals dealing with the principal components analysis. We write a Mathematica program to handle the all process.
Bookmark/Search this post with
Abstract (Original Language): 
Bu çalışmada, bootstrap yöntemlerin asal bileşenler analizine uygulanma sürecini sunduk. Hipotetik bir veri ile asal bileşenler analizinde başvurulan bazı güven aralıklarının bootstrap yöntemlerle nasıl gerçekleştirilebileceğini gösterdik. Makaledeki tüm bootstrap süreçleri Mathematica dilinde yazdığımız bir programla gerçekleştirdik.
FULL TEXT (PDF): 
PDF icon arastirmax-asal-bilesenler-analizine-bootstrap-yaklasimi.pdf
  • 1
1-10
  • Turkish

REFERENCES

References: 

- Aktükün, L.A. (2002), Bootstrap Yöntemler ve Doğrusal Regresyon Modellerine Uygulanması,
İstanbul Üniversitesi, Sosyal Bilimler Enstitüsü, İstanbul.
- Anderson, T.W. (1958), An Introduction to Multivariate Analysis, Wiley, NewYork.
- Anderson, T.W. (1963), "Asymptotic theory for principal components", Annals of Mathematical
Statistics, 34, 122-148.
- Bartlett, M.S. (1950), "Test of significance in factor analysis", British Journal of Psychology, 3, 77-78.
- Beran, R., Srivastava, M.S., (1985), "Bootstrap tests and confidence regions for functions of covariance
matrix", Ann. Statist., 13, 95-115.
- Beran, R., Ducharme, G.R. (1991), Asymptotic Theory for Bootstrap Methods in Statistics, Les
Publications Centre de Recherches Mathematiques, Université de Montréal, Montréal.
- Davison, A.C., Hinkley, D.V. (1997), Bootstrap Methods and Their Application, Cambridge,
Cambridge University Press.
- Efron, B. (1979), "Bootstrap Methods: Another look at the Jackknife", Ann. Statist., Vol.7, s.1-26.
- Efron, B., Tibshirani, R.J. (1993), An Introduction to The Bootstrap, USA, Chapman&Hall.
- Freedman, D.A. (1981), "Bootstrapping regression models.", Ann. Statist., Vol.9, s.1218-1228.
- Hall, P. (1992), The Bootstrap and Edgeworth Expension, New York, Springer.
- Jobson, J.D. (1994), Applied Multivariate Data Analysis : Volume II: Categorical and Multivariate
Methods, Springer, NewYork.
- Mammen, E. (1992), When Does Bootstrap Work? Asymptotic Results and Simulations, Volume 77
of Lecture Notes in Statistics, New York, Springer.
- Morrison, D.F. (1976), Multivariate Statistical Methods, Second Ed., McGraw-Hill, NewYork.

Thank you for copying data from http://www.arastirmax.com