- see [[220310_101008 fact-checker summed badness - threshold 30|fc threshold 30 analysis]], [[220310_101008 fact-checker summed badness - threshold 70|fc threshold 70 analysis]], [[220310_140604 mbfc_min threshold 80]] # iffy misinfome reverse-coded summed badness # descriptives | | NUnique| PercentMissing| Mean| SD| Min| Median| Max| Histogram| |:----------|-------:|--------------:|-------:|-------:|-------:|-------:|-------:|----------:| |block | 5424| 0| 2897.31| 1577.02| 0| 2973.00| 5423| ▅▅▅▅▆▆▆▆▇▇| |weight | 21| 0| 2.00| 0.22| 1.67| 2.00| 2.50| ▂▁ ▇ ▁▁▁| |sum_t0 | 5000| 0| 153.30| 305.97| 0.00| 59.66| 8432.00| ▇| |sum_t1 | 3614| 0| 106.75| 291.43| 0.00| 17.66| 9481.83| ▇| |count_t0 | 137| 0| 5.55| 11.03| 0| 2.00| 275| ▇| |count_t1 | 143| 0| 3.87| 10.44| 0| 1.00| 322| ▇| |conditionC | 2| 0| 0.00| 0.50| -0.50| -0.50| 0.50| ▇▇| |sum_t0C | 5393| 0| 0.00| 305.97| -153.30| -93.64| 8278.70| ▇| Winsorize (99th percentile) | | NUnique| PercentMissing| Mean| SD| Min| Median| Max| Histogram| |:----------|-------:|--------------:|-------:|-------:|-------:|-------:|-------:|----------:| |block | 5424| 0| 2897.31| 1577.02| 0| 2973.00| 5423| ▅▅▅▅▆▆▆▆▇▇| |weight | 21| 0| 2.00| 0.22| 1.67| 2.00| 2.50| ▂▁ ▇ ▁▁▁| |sum_t0 | 4673| 0| 145.54| 242.80| 0.00| 59.66| 1378.41| ▇▁▁| |sum_t1 | 3288| 0| 97.92| 206.30| 0.00| 17.66| 1303.97| ▇▁| |count_t0 | 50| 0| 5.26| 8.61| 0.00| 2.00| 49.00| ▇▂▁| |count_t1 | 47| 0| 3.54| 7.36| 0.00| 1.00| 46.00| ▇▁| |conditionC | 2| 0| 0.00| 0.50| -0.50| -0.50| 0.50| ▇▇| |sum_t0C | 5393| 0| 0.00| 305.97| -153.30| -93.64| 8278.70| ▇| |count_t0L | 50| 0| 1.20| 1.09| 0.00| 1.10| 3.91| ▇▂▂▂▃▂▁▁▁▁| |count_t0LC | 50| 0| 0.00| 1.09| -1.20| -0.10| 2.72| ▇▂▂▂▃▂▁▁▁▁| |sum_t0L | 4673| 0| 3.20| 2.45| 0.00| 4.11| 7.23| ▇ ▂▂▃▃▂▁| |sum_t0LC | 4673| 0| 0.00| 2.45| -3.20| 0.91| 4.03| ▇ ▂▂▃▃▂▁| |count_t1L | 47| 0| 0.86| 1.02| 0.00| 0.69| 3.85| ▇▂▁▁▁▁▁| |count_t1LC | 47| 0| 0.00| 1.02| -0.86| -0.16| 2.99| ▇▂▁▁▁▁▁| # models ```r > m <- feglm(sum_t1 ~ conditionC * sum_t0LC | block, dt1[domain_type == "overall"], family = "quasipoisson", vcov = "HC1") NOTE: 667 fixed-effects (3,757 observations) removed because of only 0 outcomes. > m GLM estimation, family = quasipoisson, Dep. Var.: sum_t1 Observations: 29,131 Fixed-effects: block: 4,757 Standard-errors: Heteroskedasticity-robust Estimate Std. Error t value Pr(>|t|) conditionC 0.033053 0.051163 0.646029 0.51827 sum_t0LC 0.154925 0.014893 10.402710 < 2.2e-16 *** conditionC:sum_t0LC -0.001436 0.018936 -0.075849 0.93954 # winsorize > m <- feglm(sum_t1 ~ conditionC * sum_t0LC | block, dt1[domain_type == "overall"], family = "quasipoisson", vcov = "HC1") NOTE: 667 fixed-effects (3,757 observations) removed because of only 0 outcomes. > m GLM estimation, family = quasipoisson, Dep. Var.: sum_t1 Observations: 29,131 Fixed-effects: block: 4,757 Standard-errors: Heteroskedasticity-robust Estimate Std. Error t value Pr(>|t|) conditionC -0.019817 0.036777 -0.538836 0.59000 sum_t0LC 0.206250 0.010646 19.373162 < 2.2e-16 *** conditionC:sum_t0LC 0.013773 0.014139 0.974122 0.33001 ``` # user cdfs ![[dv_misinfome_cdf_summedbadness.png|800]] Winsorized ![[dv_misinfome_cdf_summedbadness_winsorize.png|800]]