Print tables in different output formats

Prints tables (i.e. data frame) in different output formats.

Usage

# S3 method for class 'describe_posterior'
display(object, format = "markdown", ...)

# S3 method for class 'describe_posterior'
print(x, digits = 2, caption = "Summary of Posterior Distribution", ...)

# S3 method for class 'describe_posterior'
print_html(x, digits = 2, caption = "Summary of Posterior Distribution", ...)

# S3 method for class 'describe_posterior'
print_md(x, digits = 2, caption = "Summary of Posterior Distribution", ...)

Arguments

object, x

An object returned by one of the package's function, for example describe_posterior(), point_estimate(), or eti().

format

String, indicating the output format. Can be "markdown" "html", or "tt". format = "tt" creates a tinytable object, which is either printed as markdown or HTML table, depending on the environment. See insight::export_table() for details.

...

Arguments passed down to print_html() or print_md() (e.g., digits), or to insight::export_table().

digits

Integer, number of digits to round the table output. Defaults to 2.

caption

Character, caption for the table. If NULL, no caption is added. By default, a caption is created based on the object type.

Value

If format = "markdown", the return value will be a character vector in markdown-table format. If format = "html", an object of class gt_tbl. If format = "tt", an object of class tinytable.

Details

display() is useful when the table-output from functions, which is usually printed as formatted text-table to console, should be formatted for pretty table-rendering in markdown documents, or if knitted from rmarkdown to PDF or Word files. See vignette for examples.

Examples

# \donttest{
d <- data.frame(replicate(4, rnorm(20)))
result <- describe_posterior(d)

# markdown format
display(result)
#> 
#> 
#> Table: Summary of Posterior Distribution
#> 
#> |Parameter | Median|       95% CI |    pd |         ROPE | % in ROPE|
#> |:---------|------:|:-------------|:------|:-------------|---------:|
#> |X1        |   0.45|[-1.85, 1.11] |55.00% |[-0.10, 0.10] |        0%|
#> |X2        |  -0.18|[-1.88, 2.20] |55.00% |[-0.10, 0.10] |    16.67%|
#> |X3        |  -0.37|[-1.45, 2.40] |65.00% |[-0.10, 0.10] |     5.56%|
#> |X4        |   0.38|[-1.33, 1.97] |75.00% |[-0.10, 0.10] |    16.67%|

# gt HTML
display(result, format = "html")


  
Summary of Posterior Distribution
    
Parameter
      
Median
      
95% CI
      
pd
      
ROPE
      
% in ROPE
    
X1
0.45
[-1.85, 1.11]
55.00%
[-0.10, 0.10]
0%
X2
-0.18
[-1.88, 2.20]
55.00%
[-0.10, 0.10]
16.67%
X3
-0.37
[-1.45, 2.40]
65.00%
[-0.10, 0.10]
5.56%
X4
0.38
[-1.33, 1.97]
75.00%
[-0.10, 0.10]
16.67%

# tinytable
display(result, format = "tt")
#> 
#> +-----------+--------+---------------+--------+---------------+-----------+
#> | Parameter | Median | 95% CI        | pd     | ROPE          | % in ROPE |
#> +===========+========+===============+========+===============+===========+
#> | X1        | 0.45   | [-1.85, 1.11] | 55.00% | [-0.10, 0.10] | 0%        |
#> +-----------+--------+---------------+--------+---------------+-----------+
#> | X2        | -0.18  | [-1.88, 2.20] | 55.00% | [-0.10, 0.10] | 16.67%    |
#> +-----------+--------+---------------+--------+---------------+-----------+
#> | X3        | -0.37  | [-1.45, 2.40] | 65.00% | [-0.10, 0.10] | 5.56%     |
#> +-----------+--------+---------------+--------+---------------+-----------+
#> | X4        | 0.38   | [-1.33, 1.97] | 75.00% | [-0.10, 0.10] | 16.67%    |
#> +-----------+--------+---------------+--------+---------------+-----------+
#> 
#> Table: Summary of Posterior Distribution 
# }