OSEM Model Table — model

Show the final regression equations estimated by the OSEM Model

Usage

model_table(model, output = "default", title = "OSEM Model Results")

Arguments

model: An OSEM model object or class osem, created by the run_model function.
output: Character. Either "default", "html", "data.frame", or "latex". Default is "default" (which is the default in the modelsummary function.
title: Character. The title of the table. Default is "OSEM Model Results".

Value

A table summarizing the regression results of the OSEM model (either an html or a text (latex) table).

Examples

spec <- dplyr::tibble(
  type = c(
    "d",
    "d",
    "n"
  ),
  dependent = c(
    "StatDiscrep",
    "TOTS",
    "Import"
  ),
  independent = c(
    "TOTS - FinConsExpHH - FinConsExpGov - GCapitalForm - Export",
    "GValueAdd + Import",
    "FinConsExpHH + GCapitalForm"
  )
)
# \donttest{
a <- run_model(specification = spec)
#> Dataset query already saved in cache_list.json...
#> Reading cache file /tmp/RtmpzOCInM/eurostat/b1a6002baab7fb27796d86df4c53dad9.rds
#> Table  namq_10_a10  read from cache file:  /tmp/RtmpzOCInM/eurostat/b1a6002baab7fb27796d86df4c53dad9.rds
#> Dataset query already saved in cache_list.json...
#> Reading cache file /tmp/RtmpzOCInM/eurostat/c6c39fa9ea0f07bf8f64918ffb8ff05f.rds
#> Table  namq_10_gdp  read from cache file:  /tmp/RtmpzOCInM/eurostat/c6c39fa9ea0f07bf8f64918ffb8ff05f.rds
#> 
#> --- Estimation begins ---
#> Estimating Import = FinConsExpHH + GCapitalForm 
#> Constructing TOTS = GValueAdd + Import 
#> Constructing StatDiscrep = TOTS - FinConsExpHH - FinConsExpGov - GCapitalForm - Export 

model_table(a)
#> 
#> +--------------------+-----------+
#> |                    | Import    |
#> +====================+===========+
#> | ar1                | 0.952***  |
#> +--------------------+-----------+
#> |                    | (0.070)   |
#> +--------------------+-----------+
#> | ar2                | -0.013    |
#> +--------------------+-----------+
#> |                    | (0.066)   |
#> +--------------------+-----------+
#> | trend              | 0.000*    |
#> +--------------------+-----------+
#> |                    | (0.000)   |
#> +--------------------+-----------+
#> | ln.FinConsExpHH    | 0.656***  |
#> +--------------------+-----------+
#> |                    | (0.151)   |
#> +--------------------+-----------+
#> | L3.ln.FinConsExpHH | -0.326**  |
#> +--------------------+-----------+
#> |                    | (0.097)   |
#> +--------------------+-----------+
#> | L1.ln.FinConsExpHH | -0.226    |
#> +--------------------+-----------+
#> |                    | (0.142)   |
#> +--------------------+-----------+
#> | ln.GCapitalForm    | 0.357***  |
#> +--------------------+-----------+
#> |                    | (0.038)   |
#> +--------------------+-----------+
#> | L2.ln.GCapitalForm | -0.096*   |
#> +--------------------+-----------+
#> |                    | (0.044)   |
#> +--------------------+-----------+
#> | L1.ln.GCapitalForm | -0.313*** |
#> +--------------------+-----------+
#> |                    | (0.052)   |
#> +--------------------+-----------+
#> | Num.Obs.           | 122       |
#> +--------------------+-----------+
#> | AIC                | -688.6    |
#> +--------------------+-----------+
#> | BIC                | -646.5    |
#> +--------------------+-----------+
#> | Log.Lik.           | 359.282   |
#> +====================+===========+
#> | + p < 0.1, * p < 0.05, ** p <  |
#> | 0.01, *** p < 0.001            |
#> +====================+===========+
#> | Quarterly Dummies, Impulse     |
#> | (IIS) and Step Indicators      |
#> | (SIS) are not shown            |
#> | individually but were          |
#> | activated for all models.      |
#> +====================+===========+
#> Table: OSEM Model Results 
# }