User:Staeiou/Journal/XLinkBot/WelcomeAnon
All are binomial outcomes.
Edits after
[edit]> summary(glm(edits_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = edits_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.2436 -1.0559 -0.9439 1.2790 1.9988
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.70850 0.10625 -6.668 2.59e-11 ***
isnew 0.35877 0.13902 2.581 0.00986 **
ns0_before 0.13088 0.02577 5.079 3.80e-07 ***
talk_edits_before 0.29927 0.22760 1.315 0.18856
isnew:ns0_before -0.07388 0.02976 -2.482 0.01306 *
isnew:talk_edits_before -0.81893 0.32928 -2.487 0.01288 *
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1907.9 on 1387 degrees of freedom
Residual deviance: 1834.1 on 1382 degrees of freedom
AIC: 1846.1
Number of Fisher Scoring iterations: 7
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Edits articles after
[edit]> summary(glm(ns0_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = ns0_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.2514 -1.0432 -0.9379 1.2924 2.0152
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.72586 0.10653 -6.813 9.53e-12 ***
isnew 0.34353 0.13940 2.464 0.0137 *
ns0_before 0.13241 0.02586 5.120 3.06e-07 ***
talk_edits_before 0.30395 0.22838 1.331 0.1832
isnew:ns0_before -0.07434 0.02987 -2.489 0.0128 *
isnew:talk_edits_before -0.82578 0.33146 -2.491 0.0127 *
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1904.8 on 1387 degrees of freedom
Residual deviance: 1829.6 on 1382 degrees of freedom
AIC: 1841.6
Number of Fisher Scoring iterations: 7
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Edits article talk after
[edit]> summary(glm(ns1_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = ns1_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.2487 -0.1483 -0.1477 -0.1317 3.1962
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.72195 0.42199 -11.190 <2e-16 ***
isnew 0.20095 0.56095 0.358 0.720
ns0_before -0.02110 0.03141 -0.672 0.502
talk_edits_before 0.45260 0.32575 1.389 0.165
isnew:ns0_before 0.02940 0.04008 0.734 0.463
isnew:talk_edits_before -0.03691 0.47445 -0.078 0.938
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 174.63 on 1387 degrees of freedom
Residual deviance: 159.44 on 1382 degrees of freedom
AIC: 171.44
Number of Fisher Scoring iterations: 7
Edits user pages after
[edit]> summary(glm(ns2_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = ns2_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.3117 -0.0900 -0.0789 -0.0788 3.4002
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -5.772e+00 7.565e-01 -7.629 2.36e-14 ***
isnew 3.003e-01 9.766e-01 0.307 0.758
ns0_before -1.141e-03 7.603e-02 -0.015 0.988
talk_edits_before -1.248e+01 1.551e+03 -0.008 0.994
isnew:ns0_before -1.620e-02 1.005e-01 -0.161 0.872
isnew:talk_edits_before 1.297e+01 1.551e+03 0.008 0.993
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 66.244 on 1387 degrees of freedom
Residual deviance: 65.559 on 1382 degrees of freedom
AIC: 77.559
Number of Fisher Scoring iterations: 20
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Edits user talk after
[edit]> summary(glm(ns3_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = ns3_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.1622 -0.2066 -0.2040 -0.1833 2.8619
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.107e+00 3.029e-01 -13.560 < 2e-16 ***
isnew 2.191e-01 4.062e-01 0.540 0.58954
ns0_before 2.861e-02 9.698e-03 2.950 0.00317 **
talk_edits_before -3.581e-01 2.225e-01 -1.609 0.10754
isnew:ns0_before -2.760e-03 1.556e-02 -0.177 0.85923
isnew:talk_edits_before -1.371e+01 1.118e+03 -0.012 0.99022
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 281.75 on 1387 degrees of freedom
Residual deviance: 270.03 on 1382 degrees of freedom
AIC: 282.03
Number of Fisher Scoring iterations: 18
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Edits Wikipedia ns after
[edit]> summary(glm(ns4_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = ns4_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.4149 -0.1332 -0.0903 -0.0891 3.3252
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.73343 0.42712 -11.082 <2e-16 ***
isnew -0.79527 0.75698 -1.051 0.293
ns0_before 0.01298 0.01746 0.744 0.457
talk_edits_before -13.54033 1506.72139 -0.009 0.993
isnew:ns0_before -0.01093 0.05726 -0.191 0.849
isnew:talk_edits_before 13.83036 1506.72157 0.009 0.993
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 108.63 on 1387 degrees of freedom
Residual deviance: 106.29 on 1382 degrees of freedom
AIC: 118.29
Number of Fisher Scoring iterations: 20
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Edits Wikipedia talk after
[edit]> summary(glm(ns5_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = ns5_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.3044 -0.0736 -0.0729 -0.0535 3.6162
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -6.553e+00 1.026e+00 -6.386 1.7e-10 ***
isnew 6.046e-01 1.270e+00 0.476 0.634
ns0_before 5.414e-03 6.319e-02 0.086 0.932
talk_edits_before 1.602e-01 7.750e-01 0.207 0.836
isnew:ns0_before 1.405e-02 7.027e-02 0.200 0.842
isnew:talk_edits_before -1.312e+01 1.887e+03 -0.007 0.994
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 54.783 on 1387 degrees of freedom
Residual deviance: 42.282 on 1382 degrees of freedom
AIC: 54.282
Number of Fisher Scoring iterations: 19
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Edits talk pages after
[edit]> summary(glm(talk_edits_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = talk_edits_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.1887 -0.2649 -0.2596 -0.2562 2.6878
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -3.4231111 0.2208529 -15.500 <2e-16 ***
isnew 0.0270118 0.3070233 0.088 0.9299
ns0_before 0.0227287 0.0090226 2.519 0.0118 *
talk_edits_before -0.0765982 0.1998461 -0.383 0.7015
isnew:ns0_before 0.0001015 0.0144227 0.007 0.9944
isnew:talk_edits_before 0.1677060 0.3008281 0.557 0.5772
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 443.60 on 1387 degrees of freedom
Residual deviance: 425.62 on 1382 degrees of freedom
AIC: 437.62
Number of Fisher Scoring iterations: 6
Warnings after
[edit]> summary(glm(warns_after > 0 ~ isnew*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = warns_after > 0 ~ isnew * (ns0_before + talk_edits_before),
family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.8932 -0.5742 -0.4897 -0.4851 2.0968
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.085806 0.127641 -16.341 <2e-16 ***
isnew 0.379529 0.173309 2.190 0.0285 *
ns0_before 0.005083 0.009213 0.552 0.5812
talk_edits_before 0.194687 0.152508 1.277 0.2018
isnew:ns0_before -0.011465 0.017181 -0.667 0.5046
isnew:talk_edits_before -0.357570 0.364035 -0.982 0.3260
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1089.8 on 1387 degrees of freedom
Residual deviance: 1078.4 on 1382 degrees of freedom
AIC: 1090.4
Number of Fisher Scoring iterations: 5
Warnings after (controlled for edits after)
[edit]> summary(glm(warns_after > 0 ~ isnew*edits_after*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = warns_after > 0 ~ isnew * edits_after * (ns0_before +
talk_edits_before), family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-4.0847 -0.4590 -0.4368 -0.4304 2.3471
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.340127 0.157764 -14.833 < 2e-16 ***
isnew 0.036397 0.230064 0.158 0.87430
edits_after 0.135668 0.033124 4.096 4.21e-05 ***
ns0_before 0.007495 0.020728 0.362 0.71764
talk_edits_before -0.846481 0.721215 -1.174 0.24052
isnew:edits_after 0.182315 0.056316 3.237 0.00121 **
isnew:ns0_before -0.005326 0.036699 -0.145 0.88461
isnew:talk_edits_before 0.459314 0.906105 0.507 0.61222
edits_after:ns0_before -0.004008 0.001887 -2.125 0.03361 *
edits_after:talk_edits_before 0.062566 0.028481 2.197 0.02804 *
isnew:edits_after:ns0_before -0.012422 0.004734 -2.624 0.00870 **
isnew:edits_after:talk_edits_before 0.140154 0.095321 1.470 0.14147
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1089.81 on 1387 degrees of freedom
Residual deviance: 958.72 on 1376 degrees of freedom
AIC: 982.72
Number of Fisher Scoring iterations: 9
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Blocks after (controlled for edits after)
[edit]> summary(glm(blocks_after+bans_after > 0 ~ isnew*edits_after*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = blocks_after + bans_after > 0 ~ isnew * edits_after *
(ns0_before + talk_edits_before), family = binomial(link = "logit"),
data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.6097 -0.1407 -0.1383 -0.1334 3.0400
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.657e+00 5.610e-01 -8.301 < 2e-16 ***
isnew 8.212e-02 7.750e-01 0.106 0.91561
edits_after 3.590e-01 1.142e-01 3.145 0.00166 **
ns0_before 6.543e-03 1.692e-01 0.039 0.96916
talk_edits_before -6.021e+01 1.500e+03 -0.040 0.96799
isnew:edits_after -3.251e-01 1.155e-01 -2.816 0.00487 **
isnew:ns0_before -7.776e-02 2.185e-01 -0.356 0.72191
isnew:talk_edits_before 4.680e+01 2.425e+03 0.019 0.98460
edits_after:ns0_before -8.070e-02 4.259e-02 -1.895 0.05813 .
edits_after:talk_edits_before 1.682e+00 3.789e+01 0.044 0.96459
isnew:edits_after:ns0_before 8.144e-02 4.265e-02 1.910 0.05619 .
isnew:edits_after:talk_edits_before -1.731e+00 1.632e+02 -0.011 0.99154
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 183.47 on 1387 degrees of freedom
Residual deviance: 159.68 on 1376 degrees of freedom
AIC: 183.68
Number of Fisher Scoring iterations: 19
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred
Subsequent non-warning messages left on warned user's talk page
[edit]Controlled for edits after
> summary(glm(other_talk_after - warns_after > 0 ~ isnew*edits_after*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = other_talk_after - warns_after > 0 ~ isnew * edits_after *
(ns0_before + talk_edits_before), family = binomial(link = "logit"),
data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.9050 -0.2601 -0.2495 -0.2213 2.7370
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -3.4751071 0.2314812 -15.012 < 2e-16 ***
isnew -0.2955863 0.3526206 -0.838 0.402
edits_after 0.0673682 0.0169162 3.982 6.82e-05 ***
ns0_before 0.0211901 0.0139675 1.517 0.129
talk_edits_before 0.2440562 0.2648600 0.921 0.357
isnew:edits_after 0.0213221 0.0315403 0.676 0.499
isnew:ns0_before 0.0032634 0.0249675 0.131 0.896
isnew:talk_edits_before -0.3376634 0.5178967 -0.652 0.514
edits_after:ns0_before -0.0006300 0.0004998 -1.261 0.207
edits_after:talk_edits_before -0.0013734 0.0071778 -0.191 0.848
isnew:edits_after:ns0_before -0.0003009 0.0009082 -0.331 0.740
isnew:edits_after:talk_edits_before -0.0039186 0.0329810 -0.119 0.905
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 462.90 on 1387 degrees of freedom
Residual deviance: 416.24 on 1376 degrees of freedom
AIC: 440.24
Number of Fisher Scoring iterations: 6
Others edit warned user's talk page after
[edit]Controlled for edits after
> summary(glm(other_talk_after > 0 ~ isnew*edits_after*(ns0_before + talk_edits_before), data = z95.96, family=binomial(link="logit")))
Call:
glm(formula = other_talk_after > 0 ~ isnew * edits_after * (ns0_before +
talk_edits_before), family = binomial(link = "logit"), data = z95.96)
Deviance Residuals:
Min 1Q Median 3Q Max
-4.6239 -0.5031 -0.4957 -0.4559 4.2011
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.225176 0.149646 -14.870 < 2e-16 ***
isnew 0.186342 0.205360 0.907 0.36420
edits_after 0.166625 0.033949 4.908 9.19e-07 ***
ns0_before 0.013305 0.017956 0.741 0.45872
talk_edits_before -1.190635 0.820239 -1.452 0.14662
isnew:edits_after 0.023976 0.046013 0.521 0.60232
isnew:ns0_before -0.008929 0.026708 -0.334 0.73812
isnew:talk_edits_before 1.165951 0.881509 1.323 0.18594
edits_after:ns0_before -0.005060 0.001926 -2.627 0.00861 **
edits_after:talk_edits_before 0.079942 0.030356 2.633 0.00845 **
isnew:edits_after:ns0_before 0.001438 0.002371 0.606 0.54433
isnew:edits_after:talk_edits_before -0.073834 0.050825 -1.453 0.14630
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1186.5 on 1387 degrees of freedom
Residual deviance: 1066.5 on 1376 degrees of freedom
AIC: 1090.5
Number of Fisher Scoring iterations: 7
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred