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Anthro 174AW © 2009 Park, Christina Professor D. White.

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Presentation on theme: "Anthro 174AW © 2009 Park, Christina Professor D. White."— Presentation transcript:

1 Anthro 174AW © 2009 Park, Christina Professor D. White

2 Original dependent variable  v173 (rape) Original independent variables:  v174-frequency of rape (DRW: too few cases)  v175-male sexual aggression  v679-warfare or fighting  v664-ideology of male toughness  v665-male segregation

3  coef Fstat ddf pvalue VIF  (Intercept) -3.778 0.048 3518.772 0.827 NA  fyll 2.092 5.493 72408.940 0.019 4.311  fydd -0.701 1.525 27950.568 0.217 3.570  cultints 1.090 3.768 6088.808 0.052 5.222 <--  roots -4.595 3.656 3015.253 0.056 5.091 <--  cereals -1.476 0.386 1699.391 0.534 7.508  gath -0.492 0.925 3771.955 0.336 3.224  plow -2.235 1.249 5935.504 0.264 3.178  hunt -0.162 0.083 7873.798 0.773 5.378  fish 0.273 0.432 1534.074 0.511 3.200  anim -0.138 0.079 22553.987 0.779 5.968  pigs 0.560 0.092 3241.095 0.762 2.233  milk -1.520 0.681 5301.829 0.409 3.970  bovines 1.870 1.011 2777.386 0.315 4.355  tree -5.090 2.826 9236.350 0.093 3.306 <--  foodtrade 0.091 3.101 6431.573 0.078 1.613 <--  foodscarc -0.385 0.947 490.565 0.331 1.306  ecorich -0.198 0.178 1018.154 0.673 1.843  popdens -0.377 0.503 5074.414 0.478 3.888  pathstress -0.119 0.391 4055.907 0.532 2.841  exogamy -0.927 4.464 13709.866 0.035 1.478 <--  ncmallow -0.137 0.387 925.286 0.534 1.682  famsize 0.297 0.335 3180.405 0.563 2.211  settype -0.532 2.115 3169.088 0.146 4.289  localjh -0.572 0.326 1678.280 0.568 1.889  superjh -0.080 0.019 1443.457 0.890 2.719  moralgods 0.162 0.079 274.976 0.779 2.265  fempower 0.302 1.043 219.597 0.308 1.380  femsubs 0.932 5.737 16349.251 0.017 1.880  sexratio -0.369 0.152 114.773 0.697 1.385  war -0.104 1.804 356.775 0.180 1.396  himilexp 1.149 1.009 712.762 0.315 1.621  money 0.369 0.700 6880.529 0.403 2.362  wagelabor -0.959 1.862 85.903 0.176 1.537  migr 0.352 0.092 248.280 0.762 1.567  brideprice -0.927 0.559 8133.950 0.455 2.032  nuclearfam -0.886 0.383 2955.185 0.536 2.374  pctFemPolyg 0.003 0.013 278.994 0.908 1.831  R2:final model R2:IV(distance) R2:IV(language)  0.2735421 0.9259708 0.9666807  > ccc DIAGNOSTICS  Fstat df pvalue  RESET 2.619 159.018 0.108  Wald on restrs. 0.286 200.401 0.594  NCV -0.015 190.566 1.000  SWnormal 0.172 1898.653 0.678  lagll 3.103 530583.685 0.078  lagdd 4.352 402962.502 0.037  No significant results were found  Restricted Model  coef Fstat ddf pvalue VIF  (Intercept) 1.439 1.587 17872.461 0.208 NA  fyll -0.370 0.239 10675.774 0.625 1.334  fydd 0.194 0.148 3286.862 0.701 1.266  superjh -0.029 0.319 13123.134 0.572 1.168  malesexag 0.045 1.028 47.386 0.316 1.056 <-- this was significant earlier  agrlateboy 0.043 2.116 361.324 0.147 1.059 <-- your "best" variable is not signif   R2:final model R2:IV(distance) R2:IV(language)  0.06647616 0.92801682 0.94216431 <-- no significant r2   RESET -0.015 73.816 1.000 <-- good  Wald on restrs. -0.002 116384.622 1.000 <-- good  NCV 0.128 273.385 0.721 <-- good  SWnormal 27.846 320.802 0.000 irrelevant  lagll 0.532 835977.478 0.466 <-- good  lagdd 0.589 310099.987 0.443 <-- good

4  New dependent variable v667-rape (incident reports or thought of punishment for women)  New independent variables added (from Amanda’s model):  v237-jurisdictional hierarchy beyond local community  v661-female political participation  v662-female solidarity groups  v300-agression late boy  RESULTS FROM xR model  coef Fstat ddf pvalue VIF  (Intercept) 4.259 3.328 2818.307 0.068 NA  fyll -0.618 0.644 1224.270 0.422 1.519  fydd -0.222 0.200 483.826 0.655 1.319  dateobs -0.001 0.807 6954.038 0.369 1.384  superjh -0.062 1.343 3609.011 0.247 1.357  malesexag 0.038 0.957 80.471 0.331 1.073  agrlateboy 0.034 1.444 1851.674 0.230 1.085  fempolar -0.390 11.525 542.261 0.001 1.225 <- --(signif.)  femalesol 0.236 2.963 384.341 0.086 1.218 <- --(signif.)  > r2  R2:final model R2:IV(distance) R2:IV(language)  0.2043153 0.9458042 0.9614556  > ccc  Fstat df pvalue  RESET 0.288 1029.300 0.592 <-good  Wald on restrs. 0.279 665.620 0.598 <-good  NCV 0.863 5085.531 0.353 <-good  SWnormal 13.147 314.746 0.000 <-good  lagll 0.216 345994.632 0.642 <-good  lagdd 0.496 361294.083 0.481 <-good  Finally! I have some significant results

5  My data show significant effects on more likelihood of rape when females are not involved in political participation and are more involved in solidarity groups.  I plan to focus on the aspect that rape frequency is higher when females seclude themselves from a society in solidarity groups and are less involved in political participation. DRW: solidarity groups are not significant, but intensity of cultivation (cultints) joins political participation as significant once you drop solidarity groups, and the R2 goes up.


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