[1] "missing genealogies:"
character(0)
character(0)
[1] "We remove 12 genealogies with no sibshipsize or no gender"
[1] "we have 2291 genealogies with some information on sibshipsize"
[1] "we have a total of 6412 occupations"
[1] "2926 of them can be linked to a genealogy"
[1] "this involves 5335 unique persons"
[1] 2926
[1] "Number of institutions 31"

\usepackage{booktabs}

\begin{table}
\begin{center}
\begin{tabular}{l c c c}
\toprule
 & Model 1 & Model 2 & Model 3 \\
\midrule
(Intercept)  & $-0.1240$      & $-0.2359$      &                 \\
             & $(0.6094)$     & $(0.6097)$     &                 \\
refdate      & $0.0017^{***}$ & $0.0008^{**}$  & $0.0013^{***}$  \\
             & $(0.0004)$     & $(0.0004)$     & $(0.0004)$      \\
longevity    &                & $0.0179^{***}$ & $0.0184^{***}$  \\
             &                & $(0.0019)$     & $(0.0017)$      \\
ageentry     &                & $0.0086^{***}$ & $-0.0034$       \\
             &                & $(0.0022)$     & $(0.0021)$      \\
fatherprof   &                & $0.1747^{*}$   & $-0.0094$       \\
             &                & $(0.0988)$     & $(0.0919)$      \\
theo         &                &                & $0.3545^{***}$  \\
             &                &                & $(0.0640)$      \\
law          &                &                & $-0.3640^{***}$ \\
             &                &                & $(0.0737)$      \\
med          &                &                & $0.0157$        \\
             &                &                & $(0.0724)$      \\
sci          &                &                & $0.2613^{***}$  \\
             &                &                & $(0.0706)$      \\
WeakLinkTRUE &                &                & $0.9259^{***}$  \\
             &                &                & $(0.0746)$      \\
exist        &                &                & $0.5304^{***}$  \\
             &                &                & $(0.0498)$      \\
copenhagen   &                &                & $-1.0320$       \\
             &                &                & $(0.6652)$      \\
groningen    &                &                & $0.2129$        \\
             &                &                & $(0.6817)$      \\
alund        &                &                & $-1.4757^{**}$  \\
             &                &                & $(0.7045)$      \\
ulund        &                &                & $-1.9848^{***}$ \\
             &                &                & $(0.6916)$      \\
uppsala      &                &                & $-0.6617$       \\
             &                &                & $(0.6790)$      \\
acaddnk      &                &                & $-0.6587$       \\
             &                &                & $(0.6943)$      \\
rostock      &                &                & $-1.0226$       \\
             &                &                & $(0.6580)$      \\
kiel         &                &                & $-1.0237$       \\
             &                &                & $(0.6923)$      \\
abo          &                &                & $-1.2369^{*}$   \\
             &                &                & $(0.6862)$      \\
dorpat       &                &                & $-0.4364$       \\
             &                &                & $(0.6760)$      \\
amsterdam    &                &                & $0.1024$        \\
             &                &                & $(0.6872)$      \\
Adanzig      &                &                & $-1.8409^{***}$ \\
             &                &                & $(0.7060)$      \\
edinburgh    &                &                & $-1.4528^{**}$  \\
             &                &                & $(0.6967)$      \\
konigsberg   &                &                & $-0.8733$       \\
             &                &                & $(0.6664)$      \\
stockholm    &                &                & $-1.1106$       \\
             &                &                & $(0.6921)$      \\
glasgow      &                &                & $-1.7362^{**}$  \\
             &                &                & $(0.7036)$      \\
greifswald   &                &                & $-0.8811$       \\
             &                &                & $(0.6615)$      \\
Gdanzig      &                &                & $0.0123$        \\
             &                &                & $(0.6790)$      \\
petersburg   &                &                & $-0.8492$       \\
             &                &                & $(0.6929)$      \\
franeker     &                &                & $-0.0021$       \\
             &                &                & $(0.6674)$      \\
haarlem      &                &                & $-0.5414$       \\
             &                &                & $(0.6950)$      \\
aedinburgh   &                &                & $-1.4271^{**}$  \\
             &                &                & $(0.6971)$      \\
auppsala     &                &                & $-0.4183$       \\
             &                &                & $(0.6980)$      \\
aberdeen     &                &                & $-1.9181^{***}$ \\
             &                &                & $(0.6754)$      \\
andrews      &                &                & $-1.8815^{***}$ \\
             &                &                & $(0.7139)$      \\
leiden       &                &                & $0.1781$        \\
             &                &                & $(0.6633)$      \\
hamburg      &                &                & $-1.4937^{**}$  \\
             &                &                & $(0.7177)$      \\
trondheim    &                &                & $-1.2210^{*}$   \\
             &                &                & $(0.6996)$      \\
utrecht      &                &                & $0.1253$        \\
             &                &                & $(0.6818)$      \\
soro         &                &                & $-2.3675^{***}$ \\
             &                &                & $(0.6870)$      \\
\midrule
R$^2$        & $0.0051$       & $0.0379$       & $0.2432$        \\
Adj. R$^2$   & $0.0049$       & $0.0372$       & $0.2377$        \\
Num. obs.    & $5429$         & $5394$         & $5394$          \\
RMSE         & $1.6077$       & $1.5767$       & $1.4030$        \\
N Clusters   & $4380$         & $4346$         & $4346$          \\
\bottomrule
\multicolumn{4}{l}{\scriptsize{$^{***}p<0.01$; $^{**}p<0.05$; $^{*}p<0.1$}}
\end{tabular}
\caption{Statistical models}
\label{table:coefficients}
\end{center}
\end{table}
                  Name Nscholars N2scholars share
 AcadHessehamburg-1775       143         66  0.46
      Ucopenhagen-1475       344        217  0.63
       Ugroningen-1612       103         47  0.46
            Ulund-1666       263        154  0.59
         Uuppsala-1477       299        211  0.71
   AcadCopenhagen-1742       155        109  0.70
         Urostock-1419       325        121  0.37
            Ukiel-1652       217         47  0.22
             Uabo-1640       129        107  0.83
          Udorpat-1632        55         31  0.56
       Aamsterdam-1632        74         24  0.32
      AcadDantzig-1743       103         25  0.24
       Uedinburgh-1582       160         58  0.36
      Ukonigsberg-1544       337         34  0.10
    AcadStockholm-1739       427        296  0.69
         Uglasgow-1451       104         35  0.34
      Ugreifswald-1456       361         81  0.22
          Gdanzig-1558        90         22  0.24
 AcadStpetersburg-1724       304        139  0.46
         AcadLund-1778       146         96  0.66
        Ufraneker-1585       147         57  0.39
      AcadHaarlem-1752       364        155  0.43
    AcadEdinburgh-1783       396        193  0.49
      AcadUppsala-1728        98         75  0.77
     Uaberdeennew-1593       107         21  0.20
     Uaberdeenold-1495       198         34  0.17
       Ustandrews-1411        88         25  0.28
          Uleiden-1575       280        118  0.42
    AcadTrondheim-1766       321        194  0.60
         Uutrecht-1636       125         62  0.50
          GymSoro-1586       149         72  0.48
[1] "TOTAL" "6412"  "2926"  "0.46" 
[1] "Profs with no refdate"
                   PKey             PName FirstName AlternativeName
724   Wedderburn-W-15??        Wedderburn   William            <NA>
736       Birnie-A-16??            Birnie    Andrew            <NA>
26978    Wallace-W-1???           Wallace   William            <NA>
33488    Craigie-T-1???           Craigie    Thomas            <NA>
89465    Craigie-T-1???           Craigie    Thomas            <NA>
92939  Jespersen-L-15?? Jespersen Rachlev   Laurits            <NA>
           BirthPlace Locations_Country2016   DeathPlace
724                NA                    NA           NA
736                NA                    NA           NA
26978              NA                    NA EdinburghGBR
33488 Saint-MonansGBR                   GBR    LisboaPRT
89465 Saint-MonansGBR                   GBR    LisboaPRT
92939              NA                    NA   HolbaekDNK
      Locations_1_Country2016 Jesuit      Headquarter MacroRegion
724                        NA  FALSE      AberdeenGBR         SCT
736                        NA  FALSE      AberdeenGBR         SCT
26978                     GBR  FALSE     EdinburghGBR         SCT
33488                     PRT  FALSE       GlasgowGBR         SCT
89465                     PRT  FALSE Saint-AndrewsGBR         SCT
92939                     DNK  FALSE          SoroDNK         DNS
      Locations_2_Country2016              IKey
724                       GBR Uaberdeennew-1593
736                       GBR Uaberdeennew-1593
26978                     GBR   Uedinburgh-1582
33488                     GBR     Uglasgow-1451
89465                     GBR   Ustandrews-1411
92939                     DNK      GymSoro-1586
                                       IName WeakLink Tentative
724                         Marishal College    FALSE     FALSE
736                         Marishal College    FALSE     FALSE
26978    Universitas Academica Edinburgensis    FALSE     FALSE
33488                Universitas Glasguensis    FALSE     FALSE
89465 Universitas Sancti Andreae apud Scotos    FALSE     FALSE
92939                           Sorø Akademi    FALSE     FALSE
      Locations_2_Latitude Locations_2_Longitude Locations_1_Latitude
724                 57.150                -2.100                0.000
736                 57.150                -2.100                0.000
26978               55.953                -3.189               55.953
33488               55.861                -4.250               38.708
89465               56.339                -2.799               38.708
92939               55.437                11.559               55.718
      Locations_1_Longitude Beginning  End DateApprox YearBorn YearDied
724                   0.000        NA   NA       1600       NA     1603
736                   0.000        NA   NA       1645       NA       NA
26978                -3.189      1765 1786         NA       NA     1786
33488                -9.139      1746 1751         NA       NA     1751
89465                -9.139        NA 1746         NA       NA     1751
92939                11.710      1623   NA         NA       NA     1662
      Wikipedia LongestWiki VIAF
724          NA        <NA>   NA
736          NA        <NA>   NA
26978        NA        <NA>   NA
33488        NA        <NA>   NA
89465        NA        <NA>   NA
92939        NA        <NA>   NA
                                                                                                                               Genealogy
724                                                                 #https://www.geni.com/people/William-Wedderburn/6000000021317094804#
736                             https://www.geni.com/people/Andrew-Birnie-of-Saline-Dean-of-the-Faculty-of-Advocates/6000000017488718298
26978                                                                  #https://www.geni.com/people/William-Wallace/6000000082993412474#
33488 #https://www.geni.com/people/Thomas-Craigie-Professor-of-Moral-Philosophy-Glasgow/6000000019314343381?through=6000000019314038794#
89465 #https://www.geni.com/people/Thomas-Craigie-Professor-of-Moral-Philosophy-Glasgow/6000000019314343381?through=6000000019314038794#
92939                                                   #https://www.geni.com/people/Laurids-Jespersen-Rachl%C3%B8w/6000000054562938850#
      Field Field2 Field3 Locations_Latitude Locations_Longitude University
724       3   <NA>   <NA>              0.000               0.000         -1
736       1   <NA>   <NA>              0.000               0.000         -1
26978     2   <NA>   <NA>              0.000               0.000         -1
33488     3   <NA>   <NA>             56.206              -2.767         -1
89465     3   <NA>   <NA>             56.206              -2.767         -1
92939     ?   <NA>   <NA>              0.000               0.000         -1
      Academy CreationDate EndDate LengthWikiN NWikiLanguage HolyRomanEmpire
724         0         1593      NA          NA            NA           FALSE
736         0         1593      NA          NA            NA           FALSE
26978       0         1582      NA          NA            NA           FALSE
33488       0         1451      NA          NA            NA           FALSE
89465       0         1411      NA          NA            NA           FALSE
92939       0         1586      NA          NA            NA           FALSE
      CovComprehensive CovBroad CovPartial fatherprof titles longevity ageentry
724               TRUE    FALSE      FALSE          0      0        NA       NA
736               TRUE    FALSE      FALSE          0      0        NA       NA
26978             TRUE    FALSE      FALSE          0      0        NA       NA
33488            FALSE     TRUE      FALSE          0      0        NA       NA
89465            FALSE     TRUE      FALSE          0      0        NA       NA
92939             TRUE    FALSE      FALSE          0      0        NA       NA
      leiden ulund copenhagen acaddnk groningen uppsala rostock kiel abo dorpat
724        0     0          0       0         0       0       0    0   0      0
736        0     0          0       0         0       0       0    0   0      0
26978      0     0          0       0         0       0       0    0   0      0
33488      0     0          0       0         0       0       0    0   0      0
89465      0     0          0       0         0       0       0    0   0      0
92939      0     0          0       0         0       0       0    0   0      0
      amsterdam Adanzig edinburgh konigsberg stockholm glasgow greifswald
724           0       0         0          0         0       0          0
736           0       0         0          0         0       0          0
26978         0       0         1          0         0       0          0
33488         0       0         0          0         0       1          0
89465         0       0         0          0         0       0          0
92939         0       0         0          0         0       0          0
      Gdanzig petersburg alund franeker haarlem aedinburgh auppsala aberdeen
724         0          0     0        0       0          0        0        1
736         0          0     0        0       0          0        0        1
26978       0          0     0        0       0          0        0        0
33488       0          0     0        0       0          0        0        0
89465       0          0     0        0       0          0        0        0
92939       0          0     0        0       0          0        0        0
      andrews hamburg trondheim utrecht soro refdate geni geneanet theo law med
724         0       0         0       0    0      NA    1        0    0   0   0
736         0       0         0       0    0      NA    1        0    1   0   0
26978       0       0         0       0    0      NA    1        0    0   1   0
33488       0       0         0       0    0      NA    1        0    0   0   0
89465       1       0         0       0    0      NA    1        0    0   0   0
92939       0       0         0       0    1      NA    1        0    0   0   0
      sci nfield exist published agedeathfather SibshipSize AmongWhichGirls
724     0      0     1         0             NA           7               2
736     0      1     1         0             NA           3               1
26978   0      1     1         0             NA           1               0
33488   0      0     1         0             NA           2               0
89465   0      0     1         0             NA           2               0
92939   0      0     1         0             NA           8               1
      HalfSiblings NumberDescendants YearDeathFather OccupationFather RankMale
724          FALSE                 0            1626           pastor       NA
736          FALSE                 2            1716         merchant        1
26978        FALSE                 0              NA             <NA>        1
33488        FALSE                 1            1733             <NA>       NA
89465        FALSE                 1            1733             <NA>       NA
92939        FALSE                 0            1629           Priest        4
      Rank MaleDescendants SibshipSizeMale
724     NA              NA               5
736      1              NA               2
26978    1              NA               1
33488   NA              NA               2
89465   NA              NA               2
92939    4               0               7
[1] "Profs with empty sibshipsize"
 [1] PKey                    PName                   FirstName              
 [4] AlternativeName         BirthPlace              Locations_Country2016  
 [7] DeathPlace              Locations_1_Country2016 Jesuit                 
[10] Headquarter             MacroRegion             Locations_2_Country2016
[13] IKey                    IName                   WeakLink               
[16] Tentative               Locations_2_Latitude    Locations_2_Longitude  
[19] Locations_1_Latitude    Locations_1_Longitude   Beginning              
[22] End                     DateApprox              YearBorn               
[25] YearDied                Wikipedia               LongestWiki            
[28] VIAF                    Genealogy               Field                  
[31] Field2                  Field3                  Locations_Latitude     
[34] Locations_Longitude     University              Academy                
[37] CreationDate            EndDate                 LengthWikiN            
[40] NWikiLanguage           HolyRomanEmpire         CovComprehensive       
[43] CovBroad                CovPartial              fatherprof             
[46] titles                  longevity               ageentry               
[49] leiden                  ulund                   copenhagen             
[52] acaddnk                 groningen               uppsala                
[55] rostock                 kiel                    abo                    
[58] dorpat                  amsterdam               Adanzig                
[61] edinburgh               konigsberg              stockholm              
[64] glasgow                 greifswald              Gdanzig                
[67] petersburg              alund                   franeker               
[70] haarlem                 aedinburgh              auppsala               
[73] aberdeen                andrews                 hamburg                
[76] trondheim               utrecht                 soro                   
[79] refdate                 geni                    geneanet               
[82] theo                    law                     med                    
[85] sci                     nfield                  exist                  
[88] published               agedeathfather          SibshipSize            
[91] AmongWhichGirls         HalfSiblings            NumberDescendants      
[94] YearDeathFather         OccupationFather        RankMale               
[97] Rank                    MaleDescendants         SibshipSizeMale        
<0 rows> (or 0-length row.names)
