Tidy Functions to make plotting easy

Tidy Functions to make plotting easy

Absolute value of sigma scaled by the overall maximum absolute value

tidy_beta(obj)

abs_sigma(sigma_df)

Arguments

obj	A Simrel Object
sigma_df	A tidy covariance data frame generated by tidy_sigma function

Value

A tibble with three columns: Predictor, Response and BetaCoef

Another data.frame (tibble) of same dimension with absolute covarinace scaled by overall maximum absolute values

Examples

sobj <- multisimrel()
beta_df <- tidy_beta(sobj)
beta_df
#> # A tibble: 75 × 3
#>    Predictor Response BetaCoef
#>        <int>    <int>    <dbl>
#>  1         1        1   -0.105
#>  2         2        1    0.748
#>  3         3        1    0    
#>  4         4        1    0    
#>  5         5        1    0    
#>  6         6        1    0    
#>  7         7        1    0    
#>  8         8        1    0    
#>  9         9        1    0    
#> 10        10        1    0    
#> # … with 65 more rows
sobj <- multisimrel()
sobj %>% 
    cov_mat("zy") %>% 
    tidy_sigma() %>% 
    abs_sigma()
#> # A tibble: 75 × 3
#>    Predictor Response Covariance
#>        <int>    <int>      <dbl>
#>  1         1        1      1    
#>  2         2        1      0.711
#>  3         3        1      0    
#>  4         4        1      0    
#>  5         5        1      0    
#>  6         6        1      0    
#>  7         7        1      0    
#>  8         8        1      0    
#>  9         9        1      0    
#> 10        10        1      0    
#> # … with 65 more rows