Size and Shape Spaces for Landmark Data in Two Dimensions

作者: Fred L. Bookstein

DOI: 10.1214/SS/1177013696

关键词: Basis (linear algebra)GeometryOrthogonal coordinatesVector spaceCovarianceMathematicsLinear regressionBiorthogonal systemMathematical analysisVertex (curve)Coordinate system

摘要: Biometric studies of the forms organisms usually consider size and shape variations in geometric configuration landmarks, points that correspond biologically from form to form. The variables may be usefully considered linear vector space spanned by set all distances between pairs landmarks. a single triangle $\Delta ABC$ landmarks reduced pair coordinates locating vertex $C$ coordinate system with landmark $A$ sent (0,0) $B$ (1,0). A useful is span such for various triples On convenient null model identical circular normal perturbations at each independently, one variable $S$, which taken as mean square interlandmark distances, has covariance zero every variable. Then associations tested $F$ ratio multiple regression $S$ on any basis space. For existence difference or change Hotelling's $T^2$ applied triangle. When statistically significant, it interpreted measured along directions an angle averaging $90^\circ$ samples forms. One will bear greatest rate forms, other least. Analysis configurations more than three reduces consideration involving most These techniques are demonstrated study growth head 62 Ann Arbor youth. Each comparison interest summarized its own orthogonal system, biorthogonal grid pair.

参考文章(18)
Richard H. Benson, Ralph E. Chapman, Andrew F. Siegel, On The Measurement of Morphology and its Change Paleobiology. ,vol. 8, pp. 328- 339 ,(1982) , 10.1017/S0094837300007089
Paul D. Sampson, Dental arch shape: a statistical analysis using conic sections. American Journal of Orthodontics. ,vol. 79, pp. 535- 548 ,(1981) , 10.1016/S0002-9416(81)90464-4
F.L. Bookstein, Tensor biometrics for changes in cranial shape Annals of Human Biology. ,vol. 11, pp. 413- 437 ,(1984) , 10.1080/03014468400007321
Fred L. Bookstein, Linear machinery for morphological distortion Computers and Biomedical Research. ,vol. 11, pp. 435- 458 ,(1978) , 10.1016/0010-4809(78)90002-2
Andrew F. Siegel, Richard H. Benson, A robust comparison of biological shapes. Biometrics. ,vol. 38, pp. 341- 350 ,(1982) , 10.2307/2530448
Fred L. Bookstein, A statistical method for biological shape comparisons Journal of Theoretical Biology. ,vol. 107, pp. 475- 520 ,(1984) , 10.1016/S0022-5193(84)80104-6
Fred L. Bookstein, On the cephalometrics of skeletal change American Journal of Orthodontics. ,vol. 82, pp. 177- 198 ,(1982) , 10.1016/0002-9416(82)90138-5
P. H. A. Sneath, Trend-surface analysis of transformation grids Journal of Zoology. ,vol. 151, pp. 65- 122 ,(2009) , 10.1111/J.1469-7998.1967.TB02866.X
Fred L. Bookstein, The geometry of craniofacial growth invariants American Journal of Orthodontics. ,vol. 83, pp. 221- 234 ,(1983) , 10.1016/0002-9416(83)90086-6