title: How to plot automatically ANOVA diagnostic plots (i.e. residuals and fitted values) with a list of
body: <p>I've stored some Anova statistics in a list through the following code:</p>
  <pre><code>Az[i] &lt;- rep(list(matrix(NA,nrow = 2, ncol= 3)), 12)
  
  for (i in 5:ncol(df_join)){
    column &lt;- names(df_join[i])
    Az[i] &lt;- summary(aov(df_join[,i] ~ COND, data = df_join))
    print(column)
    print(Az[i])
  }
  </code></pre>
  <p>Where I've obtained the first out of sixteen elements within it = NA and I've attemp to remove them through this code</p>
  <pre><code>Az = Az[-which(sapply(Az, is.null))]
  </code></pre>
  <p>If I'm interest to obtain from it the four diagnostic plots of fitted vs residuals value via an automatic method (loops, apply family functions and so on) what an I supposed to do?</p>
  <p>To be clearer, if a run a single variable ANOVA for example for P3FCz</p>
  <p>variable as follows:</p>
  <pre><code>&gt; res.aov &lt;- aov(P3FCz~ COND, data = df_join)
  &gt; summary(res.aov)
              Df Sum Sq Mean Sq F value Pr(&gt;F)
  COND         2    0.5   0.243   0.012  0.988
  Residuals   72 1439.1  19.988 
  </code></pre>
  <p>And I try to extract the four-related diagnostic plots as follows:</p>
  <pre><code>plot(res.aov)
  </code></pre>
  <p>I obtain this plots:</p>
  <p><a href="https://i.stack.imgur.com/S667z.png" rel="nofollow noreferrer"><img src="https://i.stack.imgur.com/S667z.png" alt="enter image description here" /></a></p>
  <p>I would like to extract them automatically from the list I entered the ANOVA results.</p>
  <p>For knowledge I report data here below</p>
  <pre><code>&gt; head(dput(df_join))
  structure(list(ID = c(&quot;01&quot;, &quot;01&quot;, &quot;01&quot;, &quot;04&quot;, &quot;04&quot;, &quot;04&quot;, &quot;06&quot;, 
  &quot;06&quot;, &quot;06&quot;, &quot;07&quot;, &quot;07&quot;, &quot;07&quot;, &quot;08&quot;, &quot;08&quot;, &quot;08&quot;, &quot;09&quot;, &quot;09&quot;, &quot;09&quot;, 
  &quot;10&quot;, &quot;10&quot;, &quot;10&quot;, &quot;11&quot;, &quot;11&quot;, &quot;11&quot;, &quot;12&quot;, &quot;12&quot;, &quot;12&quot;, &quot;13&quot;, &quot;13&quot;, 
  &quot;13&quot;, &quot;15&quot;, &quot;15&quot;, &quot;15&quot;, &quot;16&quot;, &quot;16&quot;, &quot;16&quot;, &quot;17&quot;, &quot;17&quot;, &quot;17&quot;, &quot;18&quot;, 
  &quot;18&quot;, &quot;18&quot;, &quot;19&quot;, &quot;19&quot;, &quot;19&quot;, &quot;21&quot;, &quot;21&quot;, &quot;21&quot;, &quot;22&quot;, &quot;22&quot;, &quot;22&quot;, 
  &quot;23&quot;, &quot;23&quot;, &quot;23&quot;, &quot;25&quot;, &quot;25&quot;, &quot;25&quot;, &quot;27&quot;, &quot;27&quot;, &quot;27&quot;, &quot;28&quot;, &quot;28&quot;, 
  &quot;28&quot;, &quot;30&quot;, &quot;30&quot;, &quot;30&quot;, &quot;44&quot;, &quot;44&quot;, &quot;44&quot;, &quot;46&quot;, &quot;46&quot;, &quot;46&quot;, &quot;49&quot;, 
  &quot;49&quot;, &quot;49&quot;), GR = c(&quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, 
  &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, 
  &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, 
  &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, 
  &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, 
  &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, 
  &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, &quot;RP&quot;, 
  &quot;RP&quot;, &quot;RP&quot;), SES = c(&quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, 
  &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, 
  &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, 
  &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, 
  &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, 
  &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, &quot;V&quot;, 
  &quot;V&quot;, &quot;V&quot;), COND = structure(c(1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 
  3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 
  1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 
  2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 
  3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 3L, 
  1L, 2L, 3L), .Label = c(&quot;NEG-CTR&quot;, &quot;NEG-NOC&quot;, &quot;NEU-NOC&quot;), class = &quot;factor&quot;), 
      P3FCz = c(-11.6312151716924, -11.1438413285935, -3.99591470944713, 
      -0.314155675382471, 0.238885648959708, 5.03749946898385, 
      -0.213621915029167, -2.96032491743069, -1.97168681693488, 
      -2.83109425298642, 1.09291198163802, -6.692991645215, 4.23849942428043, 
      2.9898889629932, 3.5510699900835, 9.57481668808606, 5.4167795618285, 
      1.7067607715475, -6.13036076093477, -2.82955734597919, -2.50672211111696, 
      0.528517585832501, 8.16418133488309, 1.88777321897925, -7.73588468896919, 
      -9.83058052401056, -6.97442700196932, 1.27327945355082, 2.11962397764132, 
      0.524299677616254, -1.83310726842883, 0.658810483381172, 
      -0.261373488428192, 4.37524298634374, 0.625555654900511, 
      3.19617639836154, 0.0405517582137798, -3.29357103412113, 
      -0.381435057304614, -5.73445509910268, -6.1129152355645, 
      -2.45744234877604, 2.95352732001065, 0.527721249096473, 1.91803490989119, 
      -3.46703346467546, -2.40438419043702, -5.35374408162217, 
      -7.27028665849262, -7.1532211375959, -5.39955520296854, 2.65765002364624, 
      0.372495441513391, 6.24433066412776, 1.85698518142405, -0.564454675803529, 
      -0.068523080368053, -7.04782633579147, -4.52263283590558, 
      -6.62134671432544, 4.56661945182626, 3.05859761335498, 2.02997952225347, 
      -6.10523962206958, -0.521871236969702, -3.97851995684846, 
      -2.61258020387919, -4.13974828699279, -3.9210032516844, -4.63162466544638, 
      -4.36762718685405, -6.71005969834916, -4.22719611676328, 
      -0.229916506217565, -5.69725200870146), P3Cz = c(-5.16524399006139, 
      -5.53112490175437, 0.621502123415388, 2.23100741241039, 3.96990710862955, 
      7.75899775608441, -1.30019374375434, -3.59899040898949, -1.92340529575071, 
      2.19344184533265, 5.87900720863083, -5.92378937757888, 2.44958531767688, 
      3.10043497883256, 1.65779442628225, 13.7118233181713, 6.86178446511352, 
      5.31481098188172, -4.13240668697805, 0.162182285588285, 0.142083484505352, 
      5.42592103255673, 14.5496375672716, 4.52018125654081, -2.40677805475299, 
      -5.3832670295207, -1.55736964635117, 3.48359241788107, 4.23167123533126, 
      2.00051785325202, 1.48755216347718, 2.37269462739372, 1.30346907198835, 
      3.89476490634811, 1.87516303240986, 4.36353100770575, 1.9413417416824, 
      -2.22114447555529, -0.015852062711641, -2.76146409940467, 
      -3.51627712447581, 1.01799377568815, 1.74783962328435, 1.1303870721987, 
      2.16398550183836, -3.31557794753334, -1.83920975041768, -6.06703163736936, 
      -8.1566939611461, -9.23030396302541, -4.35545141573936, 0.906302081219897, 
      0.45401759063429, 3.80236232314171, 4.0336657306528, 2.0185967445137, 
      0.835589319243251, -4.6805488231028, -1.20746167339041, -5.50475999427345, 
      4.96594373869991, 4.1349308440931, 3.00187233307059, -5.61465293602653, 
      0.544596077279702, -5.20450410570445, -0.0325220589039272, 
      -2.28038421035601, -2.01375702882255, -1.6547144697087, -0.619979893871085, 
      -4.48258340054462, -1.42281778522059, 2.62315679073783, -4.13736508533355
      ), P3Pz = c(11.8802266972569, 12.1053426662461, 12.955441582096, 
      15.0981004360619, 15.4046229884164, 16.671036999147, 3.13771453335467, 
      -0.0892565159000666, 2.15365554736525, 13.6778924406572, 
      14.3862738306396, 6.86762877785576, 7.47946451329025, 8.93405130318593, 
      8.45962311067909, 23.4166601996042, 15.1868092142896, 9.97183712753913, 
      6.267521071803, 10.142198458411, 10.6320358418368, 12.9998037913548, 
      20.7052065690674, 11.8852179570666, 15.7899796085713, 7.50729833890206, 
      14.3076172484818, 9.93797956768228, 10.7693238464384, 5.04681800218272, 
      5.16656503460515, 7.87875085817396, 2.29899409536951, 10.0135486953849, 
      5.48278706243332, 7.81908431468528, 8.64382513728869, 3.35777109534179, 
      3.47474629234488, 4.35678644331281, 3.47085321062162, 6.56231512354717, 
      4.93825547529124, 7.33985613752315, 6.81966900599588, 6.54487921689425, 
      7.25872117706077, 1.10301223694429, -0.856423579793706, -0.887835692028378, 
      -0.931653372049331, 5.6617683754256, 2.29939831067085, 5.1554825066748, 
      6.59026080217083, 3.0741733363644, 1.80359068950898, 1.63892755704177, 
      3.857933716935, 0.769316188513939, 10.7031907391191, 9.53278894637555, 
      8.01071628743378, 6.04891324234645, 11.1964453850602, 3.46633322373091, 
      14.4393884282958, 11.2339563353478, 7.74933708914689, 7.1182095475238, 
      7.39260082121406, 0.627435381320771, 9.15473202689768, 13.6559037433263, 
      7.14786907480758), LPPearlyFCz = c(-11.7785042972793, -9.14927207125904, 
      -7.58190508537766, -4.01515836011381, -6.60165385653499, 
      -2.02861964460179, 4.46729570509601, 2.54036572774646, 2.22923889930115, 
      -0.883620011106743, -2.63569087592267, -2.0629672230873, 
      1.14544537612393, 2.08056674659401, 0.0422658298956365, 13.2986259796748, 
      5.06669915366333, 3.93467692474742, 0.0229069420708053, 4.31923128857779, 
      0.237726051904304, 1.89972383690448, 3.2371880079134, 0.318100791495115, 
      -8.08292381883298, -5.73174008540523, -15.7998485301436, 
      1.75469999857951, 0.677370118816266, -1.8397955509895, 2.55445787016256, 
      -0.380810453692585, 0.62462329496673, 2.61316333850434, 2.68202480583985, 
      1.76690658846479, 0.148635887703097, -0.958853757041888, 
      -3.17305964093897, -7.82526758429289, -6.58557573679886, 
      -4.39207076049089, 2.36752476749952, 0.594715760553033, -0.29794568443312, 
      -4.5365387390683, 0.196832250811775, -2.70852853745588, 0.498995124872827, 
      0.165171574219401, 0.269498974991661, 0.901948386281446, 
      -2.45955661653299, 1.63525170542944, 0.155897732673534, 1.8491735212703, 
      -0.856727109535223, -1.16182571974245, 1.07658425742917, 
      -2.21433585407388, 4.3385479368043, 4.40588599635354, 0.127710423625772, 
      -6.26956613362656, -1.17658595005389, -7.25886366924741, 
      -0.888293709383838, -2.14177059335841, -2.42141595261389, 
      -2.958120275175, -5.1274001953303, -5.32347488769128, -4.41290818553442, 
      -1.21404719262173, -4.23649270310915), LPPearlyCz = c(-5.96429031525769, 
      -5.10918437158799, -2.81732229625975, -1.43557366487622, 
      -3.14872157912645, 0.160393685024631, 3.52155765271648, 2.10437989449921, 
      2.70693992810407, 5.49897156207812, 5.81171180245335, -1.37301251388987, 
      -0.434363848460157, 2.87987510596148, -1.27152670283348, 
      17.2093269365993, 7.79412746755931, 8.11964589961276, 4.95253363860044, 
      9.50695673265293, 4.15235381401148, 6.1294488368639, 8.01447499455337, 
      0.783414018677801, -1.24197194087055, -0.487178595894761, 
      -9.79031812534203, 4.22150266269492, 4.20139847550095, 0.208005397351335, 
      4.19096721581768, 0.815283302847055, 1.48137456347872, 2.0809543999959, 
      4.35199943309111, 2.84860039832237, 3.05879540677983, 2.11976068962167, 
      -0.269002712326028, -2.77155065610474, -2.59002218694999, 
      0.17928456999128, 2.24515223348079, 1.88805943988563, -0.0920286086411814, 
      -2.00968595029144, 2.59427260100332, -1.27622011197768, 0.588399071755827, 
      -1.43982473126936, 1.96978732491278, -0.338674980283045, 
      -1.86484698930706, -0.0154791822607025, 2.55036185373462, 
      4.42520405730058, -0.599156247027551, 1.60091251589958, 4.7367320574401, 
      -0.192490723623988, 4.8452288234686, 5.71745745981867, 1.02554478706585, 
      -4.5951256708181, 1.1704842909792, -7.42770276334892, 3.15655538248828, 
      -0.639830772856786, -0.345116641695513, -0.0391030568720636, 
      -2.61585906518491, -2.71685194532693, -1.7348388034111, 1.00287124847525, 
      -2.4844653851482), LPPearlyPz = c(8.23981597718437, 9.51261484648731, 
      9.42367409925817, 5.06332653216481, 5.02619159395405, 9.07903916629231, 
      7.56089165217984, 5.49719893790597, 4.91476855238182, 13.0320953572069, 
      10.8414516494484, 5.86927622259489, 3.25309970442897, 4.6847880297099, 
      2.71096740085175, 25.567439566524, 16.3241813617706, 13.0990192799703, 
      11.9200281736866, 14.6901305277101, 9.67397418905514, 10.2974302220899, 
      12.0768070828642, 5.9401530589224, 12.4817579327688, 12.419526465857, 
      1.00612108990875, 9.63063375751153, 10.5631237176538, 3.08031473770521, 
      3.35694102903017, 4.28046277054405, -0.133592200169464, 6.9103658689166, 
      7.64737651416791, 6.75669517393108, 8.5369185279747, 7.08645126073423, 
      4.47409706618326, 4.39617687043259, 3.27924738047746, 6.06169418872804, 
      5.34939694712468, 5.58288092654703, 4.85729686493463, 7.38032829587839, 
      11.7259526759912, 4.95764559864061, 6.24066579989613, 3.49843659402445, 
      4.07498375647916, 3.55732294589389, 1.33918111568512, 0.956782967443242, 
      2.32002496709926, 3.15289777246607, -0.832211906889126, 6.39254974438057, 
      7.0533787627062, 2.97245026797807, 6.23573445580928, 7.6052386193207, 
      2.98791225155534, 3.10850022259445, 8.12060882554471, -0.00459651443883508, 
      13.5899217198075, 9.93070913311253, 8.10285456644801, 5.04464304009428, 
      2.02262615478956, 1.0510618938653, 5.62233873107127, 10.1193593084848, 
      5.87476640145049), LPP1FCz = c(-5.67295796971287, -4.3918290080777, 
      -2.96652960658775, 0.159183652691071, -1.78361184935376, 
      1.97377908783621, 3.17401220482225, 1.60211665164145, 2.27932356239417, 
      2.41479226362682, -0.16792378673807, 1.37236796086306, 1.17012593697048, 
      1.40362599894122, -0.0352287346576431, 12.7528246377871, 
      8.65746780516039, 5.29087810500407, -0.53593239213453, 5.14963479715099, 
      -0.350235251052037, 3.33072474503479, 5.69883686071382, 0.368353479250859, 
      -6.16029227437628, -4.63273873600962, -11.6929994675865, 
      3.03797140797724, 1.9835624834285, -0.105609513369084, 4.42881386089238, 
      2.52938643377794, 0.790366882022175, 2.81796777502117, 4.4468631569674, 
      0.481312527645089, 2.07031118447562, 1.88437037400787, -1.6987207178219, 
      -7.67207306345715, -7.47167401086238, -3.70465330706651, 
      2.76956021356389, 0.170115859759874, -0.117663849819739, 
      -0.318029598802272, 2.5952186989928, 0.495791777472788, 4.23210597331405, 
      7.04880390672238, 4.2493002120623, 1.85997966736632, -1.68653874227364, 
      4.49876374949007, 0.972224468902529, 0.283281427206851, -1.88216552531471, 
      1.93604180609212, 4.36911508867038, 0.396199418616196, 2.119167943437, 
      2.78021097216721, -0.797780510446411, -5.39742090103356, 
      -3.25249602443759, -7.90158650835565, 0.0347244526123614, 
      -0.812966906667064, 0.71379455593, -4.33933038854005, -3.97555431948626, 
      -4.99161397741678, -2.08242541523686, -0.770668513084632, 
      -2.90677423807339), LPP1Cz = c(-0.774461731301161, -0.650009462761383, 
      1.14010250644923, 1.51403741206392, 0.25571835554024, 3.76051565494304, 
      2.74763442988403, 1.09116707485702, 3.29833843753872, 6.55857216695288, 
      7.06029312947389, 0.6053954850232, -0.362612239707932, 2.72729847885135, 
      -1.9659602005953, 16.5065564383967, 9.68783611391578, 9.47863905985504, 
      3.56318544046926, 9.23934223584773, 2.81836003896073, 6.49648576604693, 
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      -0.080319620782262, 1.67927888371665, -1.30897538037428), 
      LPP1Pz = c(9.99385579756163, 11.1212652173052, 10.6989716871958, 
      3.7899021820967, 4.59413830322224, 8.52123662617732, 6.34418311104072, 
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      -0.385577376783475, 5.16871756657453, 8.83562199570849, 5.14162645294768
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      3.11042068112836, 2.27800090558473, 3.83846437952292, 0.70169995101623, 
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      -2.12913230708907, 2.94619035115619, 3.44844607014521, 3.02403433835637, 
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      -4.32939541342964, 3.99189974753945, 5.66199164861177, 3.38297407425817
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      1.08242973465635, 2.99896314000211, 5.36085942954182, 1.22060069796986, 
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      -1.38695689767217, -1.01240056675658, -2.24262472628189, 
      6.00477421965019, 4.20438929142231, 1.13798685231667, -0.897086547028692, 
      2.0228708306979, -0.589472259038692, -0.204119654251134, 
      1.34241259142242, 1.9188582401756, 3.75503694959562, 2.11369999794381, 
      2.2112162248386, -2.7719104342547, -3.28212379920159, -2.66041249378004, 
      4.4514507366784, 8.01351241284005, 8.18987741895779)), row.names = c(NA, 
  -75L), class = &quot;data.frame&quot;)
  </code></pre>