Q5. If the Neighborhood Watch program was instead randomly given to different neighborhoods instead of being targeted at high crime ones, what would youexpectto observe in the average income between treated and non-treated neighborhoods once you collect your data? Assuming you can see all the counter-factuals (or perform cross-multiverse surveys).

that ?(?0? |?? = 0) = ?(?1? |?? = 0)

that ?(?0? |?? = 0) = ?(?0? |?? = 1)

that ?(?1? |?? = 0) = ?(?1? |?? = 1)

Instructions 1. Dzzv is the mavor of Lima, Peru. She is concerned that violent crime is reducing inoome levels in her citv. To address this problem, Ozzy created a Neighborhood Watch program that increases the number of policewomen patrolling the streets. - Before expanding the program to the entire city, Dzzv rst implemented a pilot version of the program in the neighborhoods in Lima with the highest crime rates. - She then hired BEN, a famous theoretical economist, to estimate the causal impact of the Neighborhood Watch program on household income. Ben took a random sample of 1,000 households from the neighborhoods that received the Neighborhood Watch program and another random sample of 1,000 households from neighborhoods that did not receive the Neighborhood Watch program. - In Ben's nal report to Ozzy, he estimates the naive Average Treatment Effect of the program by subtracting the average income of the 1,000 households in neighborhoods that did not receive the program from the average income of the 1,000 households in neighborhoods that did receive the program. For Q1Q5, use the Table 1 below. Some of the numbers oome from Ben's ndings. The other nu mbers come from \"plaving God&quot