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<div id="comparison-of-robustness-checks-across-populations" class="section level1 tab-content">
<h1>Comparison of robustness checks across populations</h1>
<div id="loading-details" class="section level3 accordion">
<h3>Loading details</h3>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">source</span>(<span class="st">"0__helpers.R"</span>)
<span class="kw">library</span>(brms)
opts_chunk$<span class="kw">set</span>(<span class="dt">warning=</span><span class="ot">FALSE</span>, <span class="dt">cache=</span>F,<span class="dt">cache.lazy=</span>F,<span class="dt">tidy=</span><span class="ot">FALSE</span>,<span class="dt">autodep=</span><span class="ot">TRUE</span>,<span class="dt">dev=</span><span class="kw">c</span>(<span class="st">'png'</span>,<span class="st">'pdf'</span>),<span class="dt">fig.width=</span><span class="dv">20</span>,<span class="dt">fig.height=</span><span class="fl">12.5</span>,<span class="dt">out.width=</span><span class="st">'1440px'</span>,<span class="dt">out.height=</span><span class="st">'900px'</span>)</code></pre></div>
</div>
<div id="analysis-description" class="section level2">
<h2>Analysis description</h2>
<p>Here we show the effect size estimates for paternal age in different robustness analyses.</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">if(!<span class="kw">file.exists</span>(<span class="st">"coefs/robustness_comparison.rdata"</span>)) {
main_mods =<span class="st"> </span><span class="kw">c</span>(<span class="st">"coefs/krmh/m3_children_linear.rds"</span>,
<span class="st">"coefs/rpqa/m3_children_linear.rds"</span>,
<span class="st">"coefs/ddb/m3_children_linear.rds"</span>,
<span class="st">"coefs/swed/m3_children_linear.rds"</span>)
paths =<span class="st"> </span><span class="kw">c</span>(main_mods,
<span class="kw">list.files</span>(<span class="st">"coefs"</span>, <span class="dt">full.names =</span> <span class="ot">TRUE</span>, <span class="dt">pattern =</span> <span class="st">"^r</span><span class="ch">\\</span><span class="st">d.+rds$"</span>, <span class="dt">recursive =</span> T))
filenames =<span class="st"> </span><span class="kw">c</span>(main_mods,
<span class="kw">list.files</span>(<span class="st">"coefs"</span>, <span class="dt">full.names =</span> <span class="ot">TRUE</span>, <span class="dt">pattern =</span> <span class="st">"^r</span><span class="ch">\\</span><span class="st">d.+rds$"</span>, <span class="dt">recursive =</span> T))
i=<span class="dv">1</span>
effect_estimates =<span class="st"> </span><span class="kw">data.frame</span>()
for (i in <span class="kw">seq_along</span>(paths)) {
filename =<span class="st"> </span>filenames[i]
<span class="kw">try</span>({
model =<span class="st"> </span><span class="kw">readRDS</span>(paths[i])
if (<span class="kw">class</span>(model) ==<span class="st"> "brmsfit"</span>) {
chg =<span class="st"> </span><span class="kw">paternal_age_10y_effect</span>(model)[<span class="dv">3</span>,]
chg$model =<span class="st"> </span>filename
chg$robustness_analysis =<span class="st"> </span><span class="kw">as.numeric</span>(<span class="kw">str_match</span>(filename, <span class="st">"/r(</span><span class="ch">\\</span><span class="st">d+)"</span>)[,<span class="dv">2</span>])
if (<span class="kw">is.na</span>(chg$robustness_analysis)) {
chg$robustness_analysis =<span class="st"> </span><span class="dv">0</span>
}
chg$population =<span class="st"> </span><span class="kw">str_match</span>(paths[i], <span class="st">"</span><span class="ch">\\</span><span class="st">w+/(</span><span class="ch">\\</span><span class="st">w+)/"</span>)[,<span class="dv">2</span>]
effect_estimates =<span class="st"> </span><span class="kw">rbind</span>(chg, effect_estimates)
}
<span class="kw">rm</span>(model)
}, <span class="dt">silent =</span> T)
}
<span class="kw">save</span>(effect_estimates, <span class="dt">file =</span> <span class="st">"coefs/robustness_comparison.rdata"</span>)
} else {
<span class="kw">load</span>(<span class="st">"coefs/robustness_comparison.rdata"</span>)
}
effect_estimates =<span class="st"> </span>effect_estimates %>%<span class="st"> </span><span class="kw">arrange</span>(robustness_analysis) %>%<span class="st"> </span><span class="kw">mutate</span>(
<span class="dt">median_estimate =</span> <span class="kw">as.numeric</span>(median_estimate),
<span class="dt">lower95 =</span> <span class="kw">as.numeric</span>(<span class="kw">str_match</span>(ci_95, <span class="st">"</span><span class="ch">\\</span><span class="st">[ *(-?[0-9.]+);"</span>)[,<span class="dv">2</span>]),
<span class="dt">upper95 =</span> <span class="kw">as.numeric</span>(<span class="kw">str_match</span>(ci_95, <span class="st">"; *(-?[0-9.]+)]"</span>)[,<span class="dv">2</span>]),
<span class="dt">lower80 =</span> <span class="kw">as.numeric</span>(<span class="kw">str_match</span>(ci_80, <span class="st">"</span><span class="ch">\\</span><span class="st">[ *(-?[0-9.]+);"</span>)[,<span class="dv">2</span>]),
<span class="dt">upper80 =</span> <span class="kw">as.numeric</span>(<span class="kw">str_match</span>(ci_80, <span class="st">"; *(-?[0-9.]+)]"</span>)[,<span class="dv">2</span>])
)
pops =<span class="st"> </span><span class="kw">c</span>(<span class="st">"krmh"</span>, <span class="st">"rpqa"</span>, <span class="st">"ddb"</span>, <span class="st">"swed"</span>)
effect_estimates$lower95_2 =<span class="st"> </span>effect_estimates$lower95
effect_estimates$upper95_2 =<span class="st"> </span>effect_estimates$upper95
for (i in <span class="kw">seq_along</span>(pops)) {
pop =<span class="st"> </span>pops[i]
effs =<span class="st"> </span>effect_estimates[<span class="kw">which</span>(effect_estimates$population ==<span class="st"> </span>pop), ]
effs$lower95[<span class="dv">2</span>:<span class="kw">nrow</span>(effs)] =<span class="st"> </span>effs$median_estimate[<span class="dv">1</span>]
effs$upper95[<span class="dv">2</span>:<span class="kw">nrow</span>(effs)] =<span class="st"> </span>effs$median_estimate[<span class="dv">2</span>:<span class="kw">nrow</span>(effs)]
effect_estimates[effect_estimates$population ==<span class="st"> </span>pop, ] =<span class="st"> </span>effs
}
pops =<span class="st"> </span><span class="kw">c</span>(<span class="st">"krmh"</span>=<span class="st">'Krummhörn'</span>, <span class="st">"rpqa"</span> =<span class="st"> 'Québec'</span>, <span class="st">"ddb"</span> =<span class="st"> 'Historical Sweden'</span>, <span class="st">"swed"</span> =<span class="st"> '20th-century Sweden'</span>)
effect_estimates$population =<span class="st"> </span>pops[effect_estimates$population]</code></pre></div>
</div>
<div id="comparison-graph" class="section level2 active tab-content">
<h2>Comparison graph</h2>
<p><strong>Legend</strong>: In reference to <em>m3</em>, the main reported model, the robustness models were implemented as follows: <em>r1</em> relaxed exclusion criteria (not in 20th-century Sweden), <em>r2</em> had only birth cohort as a covariate, <em>r3</em> adjusted for birth order as a continuous variable, <em>r4</em> adjusted for number of dependent siblings instead of birth order, <em>r5</em> interacted birth order with number of siblings, <em>r6</em> did not adjust for birth order, <em>r7</em> adjusted only for parental loss in the first 5 years, <em>r8</em> adjusted for being the first-/last-born adult son, <em>r9</em> adjusted for a continuous nonlinear thin-splate spline for birth year instead of 5-year bins, <em>r10</em> added a group-level slope for paternal age, <em>r11</em> included separate group-level effects for each parent instead of one per marriage, <em>r12</em> added a moderation by anchor sex, <em>r13</em> adjusted for paternal age at first birth, <em>r14</em> compared a model with linear group fixed effects, <em>r15</em> added a moderator by region and group-level effects by church parish (not in 20th-century Sweden), <em>r16</em> was restricted to Skellefteå (only in historical Sweden), <em>r17</em> tested whether hypothetical cases of Down’s syndrome could explain the effects, <em>r18</em> reversed hurdle Poisson and Poisson distribution for the respective populations, <em>r19</em> used a normal distribution, <em>r20</em> did not adjust for maternal age, <em>r21</em> adjusted for maternal age as a continuous variable, <em>r22</em> relaxed exclusion criteria and included 30 more years of birth cohorts, allowing for more potential censoring, <em>r23</em> used Student’s t distributions for population-level priors and half-Cauchy priors for the family variance component, <em>r24</em> used noninformative priors, which should lead to results comparable with maximum likelihood, <em>r25</em> controlled for migration status (not in 20th-century Sweden), <em>r26</em> separate parental age contributions (only in 20th-century Sweden).</p>
<div id="variable-axes" class="section level3">
<h3>Variable axes</h3>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">robustness_comparison =<span class="st"> </span><span class="kw">ggplot</span>(effect_estimates, <span class="kw">aes</span>(<span class="dt">x =</span> <span class="kw">factor</span>(robustness_analysis), <span class="dt">y =</span> median_estimate, <span class="dt">ymin =</span> lower95_2, <span class="dt">ymax =</span> upper95_2)) +<span class="st"> </span>
<span class="st"> </span><span class="kw">geom_hline</span>(<span class="kw">aes</span>(<span class="dt">yintercept =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, median_estimate, <span class="ot">NA</span>)), <span class="dt">linetype =</span> <span class="st">'dashed'</span>, <span class="dt">na.rm =</span> T) +
<span class="st"> </span><span class="kw">geom_hline</span>(<span class="dt">yintercept =</span> <span class="dv">0</span>, <span class="dt">linetype =</span> <span class="st">'dotted'</span>) +
<span class="st"> </span><span class="kw">geom_linerange</span>(<span class="kw">aes</span>(<span class="dt">linetype =</span> robustness_analysis ==<span class="st"> </span><span class="dv">0</span>)) +
<span class="st"> </span><span class="kw">geom_text</span>(<span class="kw">aes</span>(<span class="dt">label =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, <span class="st">""</span>, robustness_analysis), <span class="dt">group =</span> effect), <span class="dt">vjust =</span> -<span class="fl">0.3</span>) +<span class="st"> </span>
<span class="st"> </span><span class="kw">scale_linetype_manual</span>(<span class="dt">values =</span> <span class="kw">c</span>(<span class="st">"FALSE"</span> =<span class="st"> 'dashed'</span>, <span class="st">"TRUE"</span> =<span class="st"> 'solid'</span>), <span class="dt">guide =</span> F) +
<span class="st"> </span><span class="kw">facet_wrap</span>(~<span class="st"> </span>population, <span class="dt">scales =</span> <span class="st">"free"</span>, <span class="dt">nrow =</span> <span class="dv">2</span>, <span class="dt">ncol =</span> <span class="dv">2</span>) +
<span class="st"> </span><span class="kw">scale_x_discrete</span>(<span class="st">""</span>, <span class="dt">expand =</span> <span class="kw">c</span>(<span class="fl">0.07</span>,<span class="fl">0.07</span>)) +
<span class="st"> </span><span class="kw">scale_y_continuous</span>(<span class="st">"Fewer children per 10 years of paternal age (in % change)"</span>) +
<span class="st"> </span><span class="kw">theme</span>(<span class="dt">axis.ticks.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">axis.text.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">panel.grid.major.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">panel.background =</span> <span class="kw">element_rect</span>(<span class="dt">size =</span> <span class="dv">0</span>, <span class="dt">fill =</span> <span class="st">"#FCFCFC"</span>, <span class="dt">color =</span> <span class="ot">NA</span>)) +
<span class="st"> </span><span class="kw">coord_flip</span>()
robustness_comparison</code></pre></div>
<p><img src="5_compare_robustness_files/figure-html/unnamed-chunk-2-1.png" width="1440px" height="900px" /></p>
</div>
<div id="variable-axes-no-credible-intervals" class="section level3">
<h3>Variable axes, no credible intervals</h3>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">robustness_comparison2 =<span class="st"> </span><span class="kw">ggplot</span>(effect_estimates, <span class="kw">aes</span>(<span class="dt">x =</span> <span class="kw">factor</span>(robustness_analysis), <span class="dt">y =</span> median_estimate, <span class="dt">ymin =</span> lower95, <span class="dt">ymax =</span> upper95)) +<span class="st"> </span>
<span class="st"> </span><span class="kw">geom_hline</span>(<span class="kw">aes</span>(<span class="dt">yintercept =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, median_estimate, <span class="ot">NA</span>)), <span class="dt">linetype =</span> <span class="st">'dashed'</span>, <span class="dt">na.rm =</span> T) +
<span class="st"> </span><span class="kw">geom_hline</span>(<span class="dt">yintercept =</span> <span class="dv">0</span>, <span class="dt">linetype =</span> <span class="st">'dotted'</span>) +
<span class="st"> </span><span class="kw">geom_linerange</span>(<span class="kw">aes</span>(<span class="dt">linetype =</span> robustness_analysis ==<span class="st"> </span><span class="dv">0</span>)) +
<span class="st"> </span><span class="kw">geom_text</span>(<span class="kw">aes</span>(<span class="dt">label =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, <span class="st">""</span>, robustness_analysis), <span class="dt">group =</span> effect), <span class="dt">vjust =</span> -<span class="fl">0.3</span>) +<span class="st"> </span>
<span class="st"> </span><span class="kw">scale_linetype_manual</span>(<span class="dt">values =</span> <span class="kw">c</span>(<span class="st">"FALSE"</span> =<span class="st"> 'dashed'</span>, <span class="st">"TRUE"</span> =<span class="st"> 'solid'</span>), <span class="dt">guide =</span> F) +
<span class="st"> </span><span class="kw">facet_wrap</span>(~<span class="st"> </span>population, <span class="dt">scales =</span> <span class="st">"free"</span>, <span class="dt">nrow =</span> <span class="dv">2</span>, <span class="dt">ncol =</span> <span class="dv">2</span>) +
<span class="st"> </span><span class="kw">scale_x_discrete</span>(<span class="st">""</span>, <span class="dt">expand =</span> <span class="kw">c</span>(<span class="fl">0.07</span>,<span class="fl">0.07</span>)) +
<span class="st"> </span><span class="kw">scale_y_continuous</span>(<span class="st">"Fewer children per 10 years of paternal age (in % change)"</span>) +
<span class="st"> </span><span class="kw">theme</span>(<span class="dt">axis.ticks.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">axis.text.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">panel.grid.major.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">panel.background =</span> <span class="kw">element_rect</span>(<span class="dt">size =</span> <span class="dv">0</span>, <span class="dt">fill =</span> <span class="st">"#FCFCFC"</span>, <span class="dt">color =</span> <span class="ot">NA</span>)) +
<span class="st"> </span><span class="kw">coord_flip</span>()
robustness_comparison2</code></pre></div>
<p><img src="5_compare_robustness_files/figure-html/unnamed-chunk-3-1.png" width="1440px" height="900px" /></p>
</div>
<div id="same-axes" class="section level3">
<h3>Same axes</h3>
<p>Here we use the same axes to make effect sizes comparable across populations.</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">robustness_comparison_same_axes =<span class="st"> </span><span class="kw">ggplot</span>(effect_estimates, <span class="kw">aes</span>(<span class="dt">x =</span> <span class="kw">factor</span>(robustness_analysis), <span class="dt">y =</span> median_estimate, <span class="dt">ymin =</span> lower95, <span class="dt">ymax =</span> upper95)) +<span class="st"> </span>
<span class="st"> </span><span class="kw">geom_hline</span>(<span class="kw">aes</span>(<span class="dt">yintercept =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, median_estimate, <span class="ot">NA</span>)), <span class="dt">linetype =</span> <span class="st">'dashed'</span>, <span class="dt">na.rm =</span> T) +
<span class="st"> </span><span class="kw">geom_hline</span>(<span class="dt">yintercept =</span> <span class="dv">0</span>, <span class="dt">linetype =</span> <span class="st">'dotted'</span>) +
<span class="st"> </span><span class="kw">geom_linerange</span>(<span class="kw">aes</span>(<span class="dt">linetype =</span> robustness_analysis ==<span class="st"> </span><span class="dv">0</span>)) +
<span class="st"> </span><span class="kw">geom_text</span>(<span class="kw">aes</span>(<span class="dt">label =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, <span class="st">""</span>, robustness_analysis), <span class="dt">group =</span> effect), <span class="dt">vjust =</span> -<span class="fl">0.3</span>) +<span class="st"> </span>
<span class="st"> </span><span class="kw">scale_linetype_manual</span>(<span class="dt">values =</span> <span class="kw">c</span>(<span class="st">"FALSE"</span> =<span class="st"> 'dashed'</span>, <span class="st">"TRUE"</span> =<span class="st"> 'solid'</span>), <span class="dt">guide =</span> F) +
<span class="st"> </span><span class="kw">facet_wrap</span>(~<span class="st"> </span>population, <span class="dt">nrow =</span> <span class="dv">2</span>, <span class="dt">ncol =</span> <span class="dv">2</span>) +
<span class="st"> </span><span class="kw">scale_x_discrete</span>(<span class="st">""</span>, <span class="dt">expand =</span> <span class="kw">c</span>(<span class="fl">0.07</span>,<span class="fl">0.07</span>)) +
<span class="st"> </span><span class="kw">scale_y_continuous</span>(<span class="st">"Fewer children per 10 years of paternal age (in % change)"</span>) +
<span class="st"> </span><span class="kw">theme</span>(<span class="dt">axis.ticks.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">axis.text.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">panel.grid.major.y =</span> <span class="kw">element_blank</span>(),
<span class="dt">panel.background =</span> <span class="kw">element_rect</span>(<span class="dt">size =</span> <span class="dv">0</span>, <span class="dt">fill =</span> <span class="st">"#FCFCFC"</span>, <span class="dt">color =</span> <span class="ot">NA</span>)) +
<span class="st"> </span><span class="kw">coord_flip</span>()
robustness_comparison_same_axes</code></pre></div>
<p><img src="5_compare_robustness_files/figure-html/unnamed-chunk-4-1.png" width="1440px" height="900px" /></p>
</div>
<div id="interactive-plot" class="section level3 active">
<h3>Interactive plot</h3>
<p>In this interactive plot, move your mouse below the number to make a tooltip with the name of the robustness model appear. Clicking will bring up details for this robustness analysis in this population.</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">library</span>(rbokeh)
effect_estimates =<span class="st"> </span>effect_estimates %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">mutate</span>(
<span class="dt">r_label =</span> <span class="kw">str_match</span>(model, <span class="st">"/(r</span><span class="ch">\\</span><span class="st">d+_.+?)</span><span class="ch">\\</span><span class="st">.rds$"</span>)[,<span class="dv">2</span>],
<span class="dt">r_label =</span> <span class="kw">if_else</span>(<span class="kw">is.na</span>(r_label),<span class="st">"m3 model with 95% CI"</span>, r_label),
<span class="dt">r =</span> <span class="kw">paste0</span>(r_label, <span class="st">" "</span>, median_estimate),
<span class="dt">lty =</span> <span class="kw">if_else</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, <span class="dv">1</span>, <span class="dv">2</span>),
<span class="dt">link_to_analysis =</span> <span class="kw">if_else</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>,
<span class="kw">str_replace</span>(
<span class="kw">str_replace</span>(
<span class="kw">str_replace</span>(model, <span class="st">"coefs/"</span>, <span class="st">"2_"</span>),
<span class="st">"</span><span class="ch">\\</span><span class="st">.rds"</span>, <span class="st">""</span>),
<span class="st">"/m"</span>, <span class="st">"_main_models.html#m"</span>),
<span class="kw">str_replace</span>(
<span class="kw">str_replace</span>(
<span class="kw">str_replace</span>(model, <span class="st">"coefs/"</span>, <span class="st">"5_"</span>),
<span class="st">"</span><span class="ch">\\</span><span class="st">.rds"</span>, <span class="st">""</span>),
<span class="st">"/r"</span>, <span class="st">"_robustness.html#r"</span>))
)
bokeh_coef_plot =<span class="st"> </span>function(., population) {
link_to_analysis =<span class="st"> </span>.[[<span class="st">"link_to_analysis"</span>]]
<span class="kw">figure</span>(., <span class="dt">title =</span> population, <span class="dt">tools =</span> <span class="ot">NULL</span>, <span class="dt">toolbar_location =</span> <span class="ot">NULL</span>) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">ly_points</span>(median_estimate, robustness_analysis,
<span class="dt">color =</span> <span class="st">'black'</span>,
<span class="dt">alpha =</span> <span class="fl">0.05</span>,
<span class="dt">glyph =</span> <span class="st">'cross'</span>,
<span class="dt">hover =</span> <span class="st">"<strong>@r_label</strong> @median_estimate"</span>,
<span class="dt">url =</span> link_to_analysis) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">ly_text</span>(median_estimate, robustness_analysis,
<span class="dt">text =</span> robustness_analysis,
<span class="dt">font_size =</span> <span class="st">"10pt"</span>
) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">ly_segments</span>(<span class="dt">y0 =</span> robustness_analysis,
<span class="dt">x0 =</span> lower95,
<span class="dt">y1 =</span> robustness_analysis,
<span class="dt">x1 =</span> upper95,
<span class="dt">type =</span> <span class="dv">2</span>
) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">ly_segments</span>(<span class="dt">x0 =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, median_estimate, <span class="ot">NA</span>),
<span class="dt">x1 =</span> <span class="kw">ifelse</span>(robustness_analysis ==<span class="st"> </span><span class="dv">0</span>, median_estimate, <span class="ot">NA</span>),
<span class="dt">y0 =</span> <span class="dv">0</span>,
<span class="dt">y1 =</span> <span class="dv">26</span>,
<span class="dt">type =</span> <span class="dv">2</span>) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">y_axis</span>(<span class="dt">label =</span> <span class="st">""</span>, <span class="dt">visible =</span> F) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">x_axis</span>(<span class="dt">label =</span> <span class="st">"Fewer children per 10 years of paternal age (in % change)"</span>)
}
<span class="kw">grid_plot</span>(<span class="kw">list</span>(
<span class="kw">list</span>(
<span class="st">"20th-century Sweden"</span> =<span class="st"> </span>effect_estimates %>%<span class="st"> </span><span class="kw">filter</span>(population ==<span class="st"> "20th-century Sweden"</span>) %>%
<span class="st"> </span><span class="kw">bokeh_coef_plot</span>(<span class="st">"20th-century Sweden"</span>),
<span class="st">"Historical Sweden"</span> =<span class="st"> </span>effect_estimates %>%<span class="st"> </span><span class="kw">filter</span>(population ==<span class="st"> "Historical Sweden"</span>) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">bokeh_coef_plot</span>(<span class="st">"Historical Sweden"</span>)
),
<span class="kw">list</span>(
<span class="st">"Krummhörn"</span> =<span class="st"> </span>effect_estimates %>%<span class="st"> </span><span class="kw">filter</span>(population ==<span class="st"> "Krummhörn"</span>) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">bokeh_coef_plot</span>(<span class="st">"Krummhörn"</span>),
<span class="st">"Québec"</span> =<span class="st"> </span>effect_estimates %>%<span class="st"> </span><span class="kw">filter</span>(population ==<span class="st"> "Québec"</span>) %>%<span class="st"> </span>
<span class="st"> </span><span class="kw">bokeh_coef_plot</span>(<span class="st">"Québec"</span>)
)
),
<span class="dt">same_axes =</span> <span class="kw">c</span>(F, T),<span class="dt">width =</span> <span class="dv">1000</span>,<span class="dt">height=</span><span class="dv">800</span>
)</code></pre></div>
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</div>
</div>
<div id="comparison-table" class="section level2">
<h2>Comparison table</h2>
<p>In this comparison table, the model names are clickable and lead to the model details. The list is dynamic and can be subset and ordered by population and model.</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">effect_estimates =<span class="st"> </span>effect_estimates %>%<span class="st"> </span><span class="kw">mutate</span>(
<span class="dt">link =</span> <span class="kw">paste0</span>(<span class="st">"<a title='View model details' href='"</span>,link_to_analysis,<span class="st">"'>"</span>,r_label,<span class="st">"</a>"</span>),
<span class="dt">population =</span> <span class="kw">factor</span>(population)
)
<span class="kw">saveRDS</span>(effect_estimates, <span class="dt">file =</span> <span class="st">"coefs/robustness_comparison_table.rdata"</span>)
DT::<span class="kw">datatable</span>(effect_estimates %>%<span class="st"> </span><span class="kw">select</span>(population, link, median_estimate, ci_95),
<span class="dt">filter =</span> <span class="st">'top'</span>, <span class="dt">escape =</span> <span class="kw">c</span>(<span class="dv">1</span>,<span class="dv">3</span>,<span class="dv">4</span>), <span class="dt">options =</span> <span class="kw">list</span>(
<span class="dt">pageLength =</span> <span class="dv">50</span>, <span class="dt">autoWidth =</span> <span class="ot">TRUE</span>
), <span class="dt">rownames =</span> F)</code></pre></div>
<div id="htmlwidget-5228e35123f10b0ffc18" style="width:100%;height:auto;" class="datatables html-widget"></div>
<script type="application/json" data-for="htmlwidget-5228e35123f10b0ffc18">{"x":{"filter":"top","filterHTML":"<tr>\n <td data-type=\"factor\" style=\"vertical-align: top;\">\n <div class=\"form-group has-feedback\" style=\"margin-bottom: auto;\">\n <input type=\"search\" placeholder=\"All\" class=\"form-control\" style=\"width: 100%;\"/>\n <span class=\"glyphicon glyphicon-remove-circle form-control-feedback\">\u003c/span>\n \u003c/div>\n <div style=\"width: 100%; display: none;\">\n <select multiple=\"multiple\" style=\"width: 100%;\" data-options=\"["20th-century Sweden","Historical Sweden","Krummhörn","Québec"]\">\u003c/select>\n \u003c/div>\n \u003c/td>\n <td data-type=\"character\" style=\"vertical-align: top;\">\n <div class=\"form-group has-feedback\" style=\"margin-bottom: auto;\">\n <input type=\"search\" placeholder=\"All\" class=\"form-control\" style=\"width: 100%;\"/>\n <span class=\"glyphicon glyphicon-remove-circle form-control-feedback\">\u003c/span>\n \u003c/div>\n \u003c/td>\n <td data-type=\"number\" style=\"vertical-align: top;\">\n <div class=\"form-group has-feedback\" style=\"margin-bottom: auto;\">\n <input type=\"search\" placeholder=\"All\" class=\"form-control\" style=\"width: 100%;\"/>\n <span class=\"glyphicon glyphicon-remove-circle form-control-feedback\">\u003c/span>\n \u003c/div>\n <div style=\"display: none; position: absolute; width: 200px;\">\n <div data-min=\"-25.5\" data-max=\"2.67\" data-scale=\"5\">\u003c/div>\n <span style=\"float: left;\">\u003c/span>\n <span style=\"float: right;\">\u003c/span>\n \u003c/div>\n \u003c/td>\n <td data-type=\"character\" style=\"vertical-align: top;\">\n <div class=\"form-group has-feedback\" style=\"margin-bottom: auto;\">\n <input type=\"search\" placeholder=\"All\" class=\"form-control\" style=\"width: 100%;\"/>\n <span class=\"glyphicon glyphicon-remove-circle form-control-feedback\">\u003c/span>\n \u003c/div>\n \u003c/td>\n\u003c/tr>","data":[["20th-century Sweden","Historical Sweden","Québec","Krummhörn","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","Québec","Krummhörn","Historical Sweden","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden","Québec","Krummhörn","Historical Sweden","Québec","Krummhörn","Historical Sweden","20th-century Sweden"],["<a title='View model details' href='2_swed_main_models.html#m3_children_linear'>m3 model with 95% CI\u003c/a>","<a title='View model details' href='2_ddb_main_models.html#m3_children_linear'>m3 model with 95% CI\u003c/a>","<a title='View model details' href='2_rpqa_main_models.html#m3_children_linear'>m3 model with 95% CI\u003c/a>","<a title='View model details' href='2_krmh_main_models.html#m3_children_linear'>m3 model with 95% CI\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r1_relaxed_exclusion_criteria'>r1_relaxed_exclusion_criteria\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r1_relaxed_exclusion_criteria'>r1_relaxed_exclusion_criteria\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r1_relaxed_exclusion_criteria'>r1_relaxed_exclusion_criteria\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r1_relaxed_exclusion_criteria'>r1_relaxed_exclusion_criteria\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r2_few_controls'>r2_few_controls\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r2_few_controls'>r2_few_controls\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r2_few_controls'>r2_few_controls\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r2_few_controls'>r2_few_controls\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r3_birth_order_continuous'>r3_birth_order_continuous\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r3_birth_order_continuous'>r3_birth_order_continuous\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r3_birth_order_continuous'>r3_birth_order_continuous\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r3_birth_order_continuous'>r3_birth_order_continuous\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r4_control_dependent_sibs'>r4_control_dependent_sibs\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r4_control_dependent_sibs'>r4_control_dependent_sibs\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r4_control_dependent_sibs'>r4_control_dependent_sibs\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r4_control_dependent_sibs'>r4_control_dependent_sibs\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r5_birth_order_interact_siblings'>r5_birth_order_interact_siblings\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r5_birth_order_interact_siblings'>r5_birth_order_interact_siblings\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r5_birth_order_interact_siblings'>r5_birth_order_interact_siblings\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r5_birth_order_interact_siblings'>r5_birth_order_interact_siblings\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r6_no_birth_order_control'>r6_no_birth_order_control\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r6_no_birth_order_control'>r6_no_birth_order_control\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r6_no_birth_order_control'>r6_no_birth_order_control\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r6_no_birth_order_control'>r6_no_birth_order_control\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r7_less_parental_loss_control'>r7_less_parental_loss_control\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r7_less_parental_loss_control'>r7_less_parental_loss_control\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r7_less_parental_loss_control'>r7_less_parental_loss_control\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r7_less_parental_loss_control'>r7_less_parental_loss_control\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r8_adjust_for_first_born_adult'>r8_adjust_for_first_born_adult\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r8_adjust_for_first_born_adult'>r8_adjust_for_first_born_adult\u003c/a>","<a title='View model details' 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title='View model details' href='5_krmh_robustness.html#r10_add_random_slope'>r10_add_random_slope\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r10_add_random_slope'>r10_add_random_slope\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r11_separate_random_effects_for_parents'>r11_separate_random_effects_for_parents\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r11_separate_random_effects_for_parents'>r11_separate_random_effects_for_parents\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r11_separate_random_effects_for_parents'>r11_separate_random_effects_for_parents\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r11_separate_random_effects_for_parents'>r11_separate_random_effects_for_parents\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r12_sex_moderation'>r12_sex_moderation\u003c/a>","<a title='View model details' 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href='5_rpqa_robustness.html#r18_hurdle_poisson'>r18_hurdle_poisson\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r18_hurdle_poisson'>r18_hurdle_poisson\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r18_control_paternal_afb'>r18_control_paternal_afb\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r18_hurdle_poisson'>r18_hurdle_poisson\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r19_normal_distribution'>r19_normal_distribution\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r19_normal_distribution'>r19_normal_distribution\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r19_normal_distribution'>r19_normal_distribution\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r19_normal_distribution'>r19_normal_distribution\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r20_no_maternalage_control'>r20_no_maternalage_control\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r20_no_maternalage_control'>r20_no_maternalage_control\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r20_no_maternalage_control'>r20_no_maternalage_control\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r20_no_maternalage_control'>r20_no_maternalage_control\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r21_continuous_maternalage'>r21_continuous_maternalage\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r21_continuous_maternalage'>r21_continuous_maternalage\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r21_continuous_maternalage'>r21_continuous_maternalage\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r21_continuous_maternalage'>r21_continuous_maternalage\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r22_relaxed_exclusion_censoring'>r22_relaxed_exclusion_censoring\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r22_relaxed_exclusion_censoring'>r22_relaxed_exclusion_censoring\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r22_relaxed_exclusion_censoring'>r22_relaxed_exclusion_censoring\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r23_student_cauchy_priors'>r23_student_cauchy_priors\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r23_student_cauchy_priors'>r23_student_cauchy_priors\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r23_student_cauchy_priors'>r23_student_cauchy_priors\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r23_student_cauchy_priors'>r23_student_cauchy_priors\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r24_uniform_priors'>r24_uniform_priors\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r24_uniform_priors'>r24_uniform_priors\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r24_uniform_priors'>r24_uniform_priors\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r24_uniform_priors'>r24_uniform_priors\u003c/a>","<a title='View model details' href='5_rpqa_robustness.html#r25_migration_status'>r25_migration_status\u003c/a>","<a title='View model details' href='5_krmh_robustness.html#r25_migration_status'>r25_migration_status\u003c/a>","<a title='View model details' href='5_ddb_robustness.html#r25_migration_status'>r25_migration_status\u003c/a>","<a title='View model details' href='5_swed_robustness.html#r26_separate_parental_age_contributions'>r26_separate_parental_age_contributions\u003c/a>"],[-5.15,-7.29,-3,-8.41,-4.96,-1.67,-7.11,-17.32,-3.2,-6.62,-16.37,-20.42,-2.08,-1.68,-23.54,-6.02,-3.97,0.53,0.68,-2.58,-4.52,-0.93,-10.72,-6.8,-3.7,0.28,1.05,-2.3444,-4.84,-7.42,-18.19,-24.13,-4.8,-8.63,-7.93,-11.03,-4.6,-3.86,-6.35,-7.04,-4.57,-5.17,-8.56,-23.7,-4.61,-2.68,-8.41,-7.3,-3.94,-3.24,-9.05,-7.88,-4.15,-2.18616,-8.15,-8.34,-2.17,-8.31,-6.89,-10.22,-4.09,0.96,2.67,0.41,-3.14,-2.611,-2.09,-7.1,-8.54,-3.73,-4.32,-7.69,-6.48,-5.28,-3.49,-13.61,-5.55,-0.94,-1.75,-10.86,-8.94,-1.74,-6.76,-25.5,-4.6,-3.04,-8.39,-7.27,-4.71,-3,-8.9,-7.25,-2.98,-1.98,-10.44,-2.22],["[-5.94;-4.36]","[-13.40; -1.07]","[-6.08; 0.24]","[-24.83; 12.03]","[-7.67;-2.18]","[-4.39; 0.62]","[-23.86; 6.73]","[-22.85;-11.80]","[-4.37;-2.00]","[-7.96;-5.24]","[-22.17;-10.38]","[-23.68;-17.37]","[-2.87;-1.29]","[-6.18; 3.55]","[-37.92; -5.40]","[-12.94; 1.64]","[-5.37;-2.56]","[-1.33; 2.46]","[-8.48;10.93]","[-6.01; 1.07]","[-7.05;-1.85]","[-4.21; 2.60]","[-28.05; 9.92]","[-12.77; -0.16]","[-5.13;-2.29]","[-1.73; 2.28]","[-8.48;11.09]","[-5.7802; 1.3217]","[-7.21;-2.19]","[-10.47; -4.22]","[-34.37; -0.24]","[-30.14;-18.17]","[-7.20;-2.42]","[-12.34; -4.75]","[-21.26; 8.17]","[-16.11; -5.49]","[-7.24;-1.98]","[-7.35;-0.26]","[-21.47; 11.08]","[-12.40; -1.31]","[-7.15;-2.11]","[-7.98;-1.30]","[-25.31; 11.57]","[-29.41;-17.92]","[-7.14;-1.90]","[-5.95; 0.52]","[-25.14; 11.23]","[-13.43; -0.80]","[-6.61;-1.18]","[-6.43; 0.31]","[-25.49; 11.82]","[-13.91; -1.34]","[-6.65;-1.65]","[-5.22986; 1.19428]","[-24.89; 12.04]","[-14.90; -2.41]","[-5.16; 0.79]","[-24.61; 10.99]","[-12.58; -1.25]","[-22.12; 4.20]","[-6.66;-1.24]","[-2.48; 4.45]","[-15.43; 25.56]","[-6.23; 7.48]","[-5.48;-0.71]","[-5.0581; 0.0065]","[-13.04; 10.40]","[-24.21; 13.41]","[-12.54; -4.62]","[-6.14;-1.40]","[-7.39;-1.11]","[-21.51; 8.34]","[-12.63; -0.85]","[-7.65;-2.98]","[-6.27;-0.66]","[-29.41; 3.73]","[-11.28; 0.50]","[-1.74;-0.13]","[-5.37; 1.84]","[-28.22; 8.72]","[-15.31; -2.32]","[-4.43; 0.41]","[-23.07; 6.41]","[-29.91;-21.11]","[-7.26;-2.03]","[-6.17; 0.21]","[-25.46; 10.78]","[-13.28; -1.01]","[-7.13;-2.07]","[-6.25; 0.18]","[-26.92; 11.29]","[-13.17; -1.03]","[-6.22; 0.38]","[-28.80; 31.32]","[-16.68; -3.48]","[-3.88;-0.44]"]],"container":"<table class=\"display\">\n <thead>\n <tr>\n <th>population\u003c/th>\n <th>link\u003c/th>\n <th>median_estimate\u003c/th>\n <th>ci_95\u003c/th>\n \u003c/tr>\n \u003c/thead>\n\u003c/table>","options":{"pageLength":50,"autoWidth":true,"columnDefs":[{"className":"dt-right","targets":2}],"order":[],"orderClasses":false,"orderCellsTop":true}},"evals":[],"jsHooks":[]}</script>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">ggsave</span>(<span class="dt">plot =</span> robustness_comparison, <span class="st">"../paternal_age_fitness/library/robustness_comparison.png"</span>, <span class="dt">width =</span> <span class="fl">17.8</span>, <span class="dt">height =</span> <span class="fl">17.8</span>*<span class="fl">0.625</span>)
<span class="kw">ggsave</span>(<span class="dt">plot =</span> robustness_comparison, <span class="st">"../paternal_age_fitness/library/robustness_comparison.pdf"</span>, <span class="dt">width =</span> <span class="fl">17.8</span>, <span class="dt">height =</span> <span class="fl">17.8</span>*<span class="fl">0.625</span>, <span class="dt">scale =</span> <span class="dv">3</span>, <span class="dt">device =</span> cairo_pdf, <span class="dt">units =</span> <span class="st">"cm"</span>, <span class="dt">dpi =</span> <span class="dv">600</span>)</code></pre></div>
<p><img src="5_compare_robustness_files/figure-html/unnamed-chunk-7-1.png" width="1440px" height="900px" /></p>
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