regression - R Shiny: Rendering summary.ivreg output -


i'm trying render instrumental variable regression summary in r shiny

here code:

iv=ivreg(lwage~educ+exper|nearc4+exper) summary(iv) 

when use rendertable following error: no applicable method 'xtable' applied object of class "summary.ivreg"

any suggestions how go around issue?

this website, if want see i'm doing exactly: https://ieconometrics.shinyapps.io/test/

rendertable expect object xtable methods exist, can see methods avaible : methods(xtable), , doen't work summary.ivreg, can build method or obtain result these code below :

enter image description here

library(shiny) library(aer) library(reporters)  # define server server <- function(input, output) {    output$raw_summary <- renderprint({     fm <- ivreg(log(packs) ~ log(rprice) + log(rincome) | log(rincome) + tdiff + i(tax/cpi),                 data = cigarettessw, subset = year == "1995")     print(summary(fm))   })    output$summary_table <- renderui({     fm <- ivreg(log(packs) ~ log(rprice) + log(rincome) | log(rincome) + tdiff + i(tax/cpi),     data = cigarettessw, subset = year == "1995")     data = summary(fm)$coefficients     data = as.data.frame(data)     # signif codes     signif.codes = cut( data[,4]                     , breaks = c( -inf, 0.001, 0.01, 0.05, inf)                     , labels= c("***", "**", "*", "" ) )      # format data values     data[, 1] = formatc( data[, 1], digits=3, format = "f")     data[, 2] = formatc( data[, 2], digits=3, format = "f")     data[, 3] = formatc( data[, 3], digits=3, format = "f")     data[, 4] = ifelse( data[, 4] < 0.001, "< 0.001", formatc( data[, 4], digits=5, format = "f"))     # add signif codes data     data$signif = signif.codes      # create empty flextable     coef_ft = flextable( data = data, add.rownames=true                      , body.par.props = parright(), header.text.props = textbold()                      , header.columns = t     )     # center first column , set text bold italic     coef_ft[,1] = parcenter()     coef_ft[,1] = textbolditalic()      # define borders     coef_ft = setflextableborders( coef_ft                                , inner.vertical = bordernone(), inner.horizontal = borderdotted()                                , outer.vertical = bordernone(), outer.horizontal = bordersolid()     )     return(html(as.html(coef_ft)))   }) }  # define ui ui <- shinyui(fluidpage(   p("raw summary"),   verbatimtextoutput(outputid = "raw_summary"),    p("pretty model summary table :"),   uioutput(outputid = "summary_table") ))  # call app shinyapp(ui = ui, server = server) 

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