Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Alexander J. Collins"'
Publikováno v:
Biological Imaging, Vol 4 (2024)
Image analysis techniques provide objective and reproducible statistics for interpreting microscopy data. At higher dimensions, three-dimensional (3D) volumetric and spatiotemporal data highlight additional properties and behaviors beyond the static
Externí odkaz:
https://doaj.org/article/3f294a98f4a449aa9b63d1af8d5b58a0
Autor:
Alexander J. Collins, Chris Chatfield
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
In this chapter we introduce a number of data-analytic procedures derived from the normal distribution theory of Chapter 6. Like most procedures based on normal theory, they depend on the values of the sample means, variances and covariances, and so
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aa393a5f8c814a4ee78601c4acf0788c
https://doi.org/10.1201/9780203749999-10
https://doi.org/10.1201/9780203749999-10
Autor:
Chris Chatfield, Alexander J. Collins
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
In order to examine the relationships among a set of p correlated variables, it may be useful to transform the original set of variables to a new set of uncorrelated variables called principal components. These new variables are linear combinations o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::efd9715b85428067b528dfff01049239
https://doi.org/10.1201/9780203749999-6
https://doi.org/10.1201/9780203749999-6
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8064b4031e09e3ab92ea4df43dbcd4a7
https://doi.org/10.1201/9780203749999-3
https://doi.org/10.1201/9780203749999-3
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6a56de9f8c0979bf2c23befcba965d17
https://doi.org/10.1201/9780203749999-2
https://doi.org/10.1201/9780203749999-2
Autor:
Alexander J. Collins, Chris Chatfield
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
Having collected a set of multivariate data, the first step is to process the data and carry out a preliminary data analysis in order to get a general ‘feel’ of the data. These preliminary procedures are relatively straightforward, but it must be
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a0dd6d1d91a359b830ef4d89856b642e
https://doi.org/10.1201/9780203749999-4
https://doi.org/10.1201/9780203749999-4
Autor:
Alexander J. Collins, Chris Chatfield
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
In this chapter the consideration of procedures based on normal distribution theory will be extended to the analysis of data arising from designed experiments. We shall find that the calculation of a multivariate analysis of variance (MANOVA) is esse
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6800ff0077f4b771e1374f82f4bff062
https://doi.org/10.1201/9780203749999-11
https://doi.org/10.1201/9780203749999-11
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a91359e37a94b12719a624df2bcf098f
https://doi.org/10.1201/9780203749999-14
https://doi.org/10.1201/9780203749999-14
Autor:
Chris Chatfield, Alexander J. Collins
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
In Chapter 8 we discussed the methodology for analysing experiments with a p-variate response, the methodology being based on multivariate normal-distribution theory. In this chapter we will be concerned with further methodology also based on normal
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::89f71c66b3a33a8580bdea100a9c3130
https://doi.org/10.1201/9780203749999-12
https://doi.org/10.1201/9780203749999-12
Autor:
Chris Chatfield, Alexander J. Collins
Publikováno v:
Introduction to Multivariate Analysis ISBN: 9780203749999
Introduction to Multivariate Analysis ISBN: 9780412160301
Introduction to Multivariate Analysis ISBN: 9780412160301
The multivariate normal distribution was briefly introduced in Chapter 2. In this chapter we consider its properties in some detail since the estimation of its parameters is the source of many standard multivariate statistical methods. In addition, w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f5313ab67689f1e1debac6c793ee7ef
https://doi.org/10.1201/9780203749999-9
https://doi.org/10.1201/9780203749999-9