25 lines
908 B
R
25 lines
908 B
R
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library(dplyr)
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library(lubridate)
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library(rdd)
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contributing_df_filepath <- "/mmfs1/gscratch/comdata/users/mjilg/govdoc-cr-data/final_data/CONTRIBUTING_weekly_count_data.csv"
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contributing_df = read.csv(contributing_df_filepath, header = TRUE)
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window_num <- 5
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contributing_df <- contributing_df |>
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filter(week_index >= (- window_num) & week_index <= (window_num)) |>
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mutate(scaled_age = scale(age)) |>
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mutate(scaled_age_at_commit = scale(age_at_commit))|>
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mutate(log1p_count = log1p(commit_count))
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library(lme4)
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library(optimx)
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library(lattice)
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all_gmodel <- glmer.nb(log1p_count ~ before_after * week_index + scaled_age + (before_after * week_index | project_id),
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control=glmerControl(optimizer="bobyqa",
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optCtrl=list(maxfun=2e5)), nAGQ=0,
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data=contributing_df)
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summary(all_gmodel)
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