The approach is to reorder the grid matrix by their polar angles on the first two principal components from a data
reduction technique (here the biplot, i.e. SVD). The function reorder2d reorders the grid according to the angles
between the x-axis and the element (construct) vectors derived from a 2D biplot solution. This approach is apt to
identify circumplex structures in data indicated by the diagonal stripe in the display (see examples).
Usage
reorder2d(
x,
dim = c(1, 2),
center = 1,
normalize = 0,
g = 0,
h = 1 - g,
rc = TRUE,
re = TRUE,
...
)Arguments
- x
repgridobject.- dim
Dimension of 2D solution used to calculate angles (default
c(1,2)).- center
Numeric. The type of centering to be performed.
0= no centering,1= row mean centering (construct),2= column mean centering (elements),3= double-centering (construct and element means),4= midpoint centering of rows (constructs). The default is1(row centering).- normalize
A numeric value indicating along what direction (rows, columns) to normalize by standard deviations.
0 = none, 1= rows, 2 = columns(default is0).- g
Power of the singular value matrix assigned to the left singular vectors, i.e. the constructs.
- h
Power of the singular value matrix assigned to the right singular vectors, i.e. the elements.
- rc
Logical. Reorder constructs by similarity (default
TRUE).- re
Logical. Reorder elements by similarity (default
TRUE).- ...
Not evaluated.
Examples
x <- feixas2004
reorder2d(x) # reorder grid by angles in first two dimensions
#>
#> META DATA:
#> Number of elements: 13
#> Number of constructs: 20
#> Preferred poles defined: 0/20
#>
#> SCALE INFO:
#> The grid is rated on a scale from 1 (left pole) to 7 (right pole)
#>
#> RATINGS:
#> 7 - Non-grata
#> Father - 6 | 8 - Brother
#> Friend 1 - 5 | | | 9 - Mother
#> Friend 2 - 4 | | | | | 10 - Friend 4
#> Cousin - 3 | | | | | | | 11 - Self now
#> Ideal Self - 2 | | | | | | | | | 12 - Friend 3
#> Boyfriend - 1 | | | | | | | | | | | 13 - Godmother
#> | | | | | | | | | | | | |
#> Hypocritical (.1) 6 7 6 5 5 4 1 2 4 4 5 6 5 (1.) Sincere
#> Lives to work (.2) 6 7 7 6 6 2 1 2 1 6 5 6 6 (2.) Works to live
#> Blackmailer (.3) 5 7 6 6 6 2 1 1 2 3 3 6 6 (3.) Non blackmailer
#> Pessimistic (.4) 7 7 4 6 3 5 2 2 1 2 1 6 3 (4.) Optimistic
#> Introverted (.5) 4 5 6 7 5 6 5 2 2 5 1 2 6 (5.) Extroverted
#> Fearful (.6) 4 5 3 6 5 6 5 2 2 5 2 2 4 (6.) Enterprising
#> s depressed easily (.7) 6 6 3 7 3 6 6 3 2 3 1 1 3 (7.) Does not get depr
#> Self-demanding (.8) 2 4 6 6 5 6 3 2 6 5 1 5 4 (8.) Takes it easy
#> erned about others (.9) 2 2 3 5 3 6 7 7 2 2 2 3 2 (9.) Selfish
#> Sensitive (.10) 1 1 4 5 4 7 7 7 5 4 1 1 3 (10.) Materialistic, s
#> ppreciates others (.11) 1 1 2 4 5 6 7 6 6 5 2 4 2 (11.) Does not appreci
#> Teasing (.12) 4 3 3 4 3 1 6 6 7 6 2 3 5 (12.) Touchy
#> the good in thin (.13) 1 1 3 2 5 4 7 6 6 5 6 6 3 (13.) Sees only the ne
#> after the friend (.14) 6 7 4 1 2 3 2 3 3 4 6 4 6 (14.) Looks after the
#> stronger than is (.15) 5 6 6 4 2 1 2 2 3 5 6 7 6 (15.) Natural
#> es his/her wishes (.16) 4 7 3 6 3 1 1 1 2 2 6 7 4 (16.) Tolerant with ot
#> Non Accessible (.17) 4 7 3 4 2 2 1 1 2 2 5 6 5 (17.) Accessible
#> Cheeky (.18) 6 7 5 6 6 5 1 4 6 5 6 6 6 (18.) Respectful
#> Avaricious (.19) 7 7 3 5 5 1 1 1 1 6 6 6 3 (19.) Generous
#> Aggressive (.20) 7 7 6 6 4 2 2 2 4 3 6 6 6 (20.) Calm
#>
#> Poles: (+) = preferred , (-) = non-preferred , (/) = none , (.) = not defined
reorder2d(x, rc = FALSE) # reorder elements only
#>
#> META DATA:
#> Number of elements: 13
#> Number of constructs: 20
#> Preferred poles defined: 0/20
#>
#> SCALE INFO:
#> The grid is rated on a scale from 1 (left pole) to 7 (right pole)
#>
#> RATINGS:
#> 7 - Non-grata
#> Father - 6 | 8 - Brother
#> Friend 1 - 5 | | | 9 - Mother
#> Friend 2 - 4 | | | | | 10 - Friend 4
#> Cousin - 3 | | | | | | | 11 - Self now
#> Ideal Self - 2 | | | | | | | | | 12 - Friend 3
#> Boyfriend - 1 | | | | | | | | | | | 13 - Godmother
#> | | | | | | | | | | | | |
#> Pessimistic (.1) 7 7 4 6 3 5 2 2 1 2 1 6 3 (1.) Optimistic
#> Self-demanding (.2) 2 4 6 6 5 6 3 2 6 5 1 5 4 (2.) Takes it easy
#> Fearful (.3) 4 5 3 6 5 6 5 2 2 5 2 2 4 (3.) Enterprising
#> Lives to work (.4) 6 7 7 6 6 2 1 2 1 6 5 6 6 (4.) Works to live
#> ses his/her wishes (.5) 4 7 3 6 3 1 1 1 2 2 6 7 4 (5.) Tolerant with oth
#> Teasing (.6) 4 3 3 4 3 1 6 6 7 6 2 3 5 (6.) Touchy
#> Appreciates others (.7) 1 1 2 4 5 6 7 6 6 5 2 4 2 (7.) Does not apprecia
#> Aggressive (.8) 7 7 6 6 4 2 2 2 4 3 6 6 6 (8.) Calm
#> erned about others (.9) 2 2 3 5 3 6 7 7 2 2 2 3 2 (9.) Selfish
#> Avaricious (.10) 7 7 3 5 5 1 1 1 1 6 6 6 3 (10.) Generous
#> Sensitive (.11) 1 1 4 5 4 7 7 7 5 4 1 1 3 (11.) Materialistic, s
#> Cheeky (.12) 6 7 5 6 6 5 1 4 6 5 6 6 6 (12.) Respectful
#> Hypocritical (.13) 6 7 6 5 5 4 1 2 4 4 5 6 5 (13.) Sincere
#> Blackmailer (.14) 5 7 6 6 6 2 1 1 2 3 3 6 6 (14.) Non blackmailer
#> stronger than is (.15) 5 6 6 4 2 1 2 2 3 5 6 7 6 (15.) Natural
#> after the friend (.16) 6 7 4 1 2 3 2 3 3 4 6 4 6 (16.) Looks after the
#> Non Accessible (.17) 4 7 3 4 2 2 1 1 2 2 5 6 5 (17.) Accessible
#> Introverted (.18) 4 5 6 7 5 6 5 2 2 5 1 2 6 (18.) Extroverted
#> depressed easily (.19) 6 6 3 7 3 6 6 3 2 3 1 1 3 (19.) Does not get dep
#> the good in thin (.20) 1 1 3 2 5 4 7 6 6 5 6 6 3 (20.) Sees only the ne
#>
#> Poles: (+) = preferred , (-) = non-preferred , (/) = none , (.) = not defined
reorder2d(x, re = FALSE) # reorder constructs only
#>
#> META DATA:
#> Number of elements: 13
#> Number of constructs: 20
#> Preferred poles defined: 0/20
#>
#> SCALE INFO:
#> The grid is rated on a scale from 1 (left pole) to 7 (right pole)
#>
#> RATINGS:
#> 7 - Friend 2
#> Friend 1 - 6 | 8 - Non-grata
#> Boyfriend - 5 | | | 9 - Friend 3
#> Brother - 4 | | | | | 10 - Cousin
#> Father - 3 | | | | | | | 11 - Godmother
#> Mother - 2 | | | | | | | | | 12 - Friend 4
#> Self now - 1 | | | | | | | | | | | 13 - Ideal Self
#> | | | | | | | | | | | | |
#> Hypocritical (.1) 5 4 4 2 6 5 5 1 6 6 5 4 7 (1.) Sincere
#> Lives to work (.2) 5 1 2 2 6 6 6 1 6 7 6 6 7 (2.) Works to live
#> Blackmailer (.3) 3 2 2 1 5 6 6 1 6 6 6 3 7 (3.) Non blackmailer
#> Pessimistic (.4) 1 1 5 2 7 3 6 2 6 4 3 2 7 (4.) Optimistic
#> Introverted (.5) 1 2 6 2 4 5 7 5 2 6 6 5 5 (5.) Extroverted
#> Fearful (.6) 2 2 6 2 4 5 6 5 2 3 4 5 5 (6.) Enterprising
#> s depressed easily (.7) 1 2 6 3 6 3 7 6 1 3 3 3 6 (7.) Does not get depr
#> Self-demanding (.8) 1 6 6 2 2 5 6 3 5 6 4 5 4 (8.) Takes it easy
#> erned about others (.9) 2 2 6 7 2 3 5 7 3 3 2 2 2 (9.) Selfish
#> Sensitive (.10) 1 5 7 7 1 4 5 7 1 4 3 4 1 (10.) Materialistic, s
#> ppreciates others (.11) 2 6 6 6 1 5 4 7 4 2 2 5 1 (11.) Does not appreci
#> Teasing (.12) 2 7 1 6 4 3 4 6 3 3 5 6 3 (12.) Touchy
#> the good in thin (.13) 6 6 4 6 1 5 2 7 6 3 3 5 1 (13.) Sees only the ne
#> after the friend (.14) 6 3 3 3 6 2 1 2 4 4 6 4 7 (14.) Looks after the
#> stronger than is (.15) 6 3 1 2 5 2 4 2 7 6 6 5 6 (15.) Natural
#> es his/her wishes (.16) 6 2 1 1 4 3 6 1 7 3 4 2 7 (16.) Tolerant with ot
#> Non Accessible (.17) 5 2 2 1 4 2 4 1 6 3 5 2 7 (17.) Accessible
#> Cheeky (.18) 6 6 5 4 6 6 6 1 6 5 6 5 7 (18.) Respectful
#> Avaricious (.19) 6 1 1 1 7 5 5 1 6 3 3 6 7 (19.) Generous
#> Aggressive (.20) 6 4 2 2 7 4 6 2 6 6 6 3 7 (20.) Calm
#>
#> Poles: (+) = preferred , (-) = non-preferred , (/) = none , (.) = not defined