Foreløpig pensumliste i TMA4250 Romlig Statistikk

Oversikt:

Kontinuerlige felt:

• Abrahamsen; P.; 1997: A Review of Gaussian random fields and correlation functions - Second edition; NCC-Report 971.
• Johnson; R.A. and Wichern; D.W.; 1992: Applied Multivariate Statistical Analysis; Prentice-Hall. Kap. 4.1 og 4.2.
• Omre; H.; 1984:  Introduction to Geostatistical Theory and Examples of Practical Applications.
• Hansen; S.: 1994: Prediksjon i stokastiske felt med ikke-homogen varians; Diplomoppgave, Inst for matematiske fag; NTH. Kap. 2.
• Omre; H., Sølna; K. and Tjelmeland; H.; 1993: Simulation of Random Functions on Large Lattices

Mosaikkfelt:

• Winkler, G.; 1995: Image Analysis, Random Fields and Dynamic Monte Carlo Methods; Springer. Introduction & Part I.
•  Hurn;M.A. , Husby;O.K. and Rue;H:  A Tutorial on Image Analysis

Punktfelt:

• Stoyan, D. and Stoyan, H.; 1994: Fractals, Random Shapes and Point Fields; Wiley & Sons. Kap 11,12,13,15,16

Tilleggslitteratur:

• Hjort, N.L. and Omre, H.; 1994: Topics in Spatial Statistics; Scandinavian Journal of Statistics; Vol.21; pp.289-357.
• Cressie, N.; 1993: Statistics for Spatial Data, Wiley & Sons.
• Stein, M.L.; 1999: Interpolation of Spatial Data, Springer.
• Journel, A. and Huijbregts, Ch.J.; 1978: Mining Geostatistics; Academic Press.
• Abrahamsen, P. and Omre, H.: 1994: Random Functions and Geological Subsurfaces.
• Ripley, B.D.;1981: Spatial Statistics; Wiley & Sons.
• Goovaerts, P..;1997: Geostatistics for Natural Resources Evaluation; Applied geostatistics series, Oxford University Press.
• Chiles,J.-P. and Delfiner,P.;1999: Geostatistics - Modelling Spatial Uncertainty; Wiley.
  

Støttelitteratur i forbindelse med dataøvinger:

• Diverse tips og notater om bruk av S-plus.
• Kort oversikt over funksjoner i biblioteket Spatial.
• kapittel 15 i Venables & Ripley: Modern Applied Statistics with Splus.