Table D.4. Robustness Analysis for the Night Light Intensity Outcome

|||||||_Night Light A_|_rcsine (2013)_||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
||(1)|(2)|(3)|(4)|(5)|(6)|(7)|(8)|(9)|(10)|(11)|(12)|
|_Panel A: Polynomial_|_of order zero_||||||||||||
|Guerrilla control|-0.153***|-0.160***|-0.153***|-0.147***|-0.346***|-0.153***|-0.153***|-0.160***|-0.153***|-0.147***|-0.346***|-0.153***|
||(0.0278)|(0.0278)|(0.0277)|(0.0295)|(0.0220)|(0.0278)|(0.0278)|(0.0278)|(0.0277)|(0.0295)|(0.0220)|(0.0278)|
|Observations|1,494|1,344|1,443|1,406|4,946|1,442|1,494|1,344|1,443|1,406|4,946|1,442|
|Bandwidth type|mserd|mserd|mserd|msetwo|msetwo|msetwo|cerrd|cerrd|cerrd|certwo|certwo|certwo|
|Kernel|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|
|Bandwidth (Km)|0.588|0.441|0.538|0.510|3.388|0.535|0.588|0.441|0.538|0.510|3.388|0.535|
|Dependent mean|3.247|3.201|3.205|3.183|3.666|3.200|3.247|3.201|3.205|3.183|3.666|3.200|
|_Panel B: Polynomial_|_of order one_||||||||||||
||(1)|(2)|(3)|(4)|(5)|(6)|(7)|(8)|(9)|(10)|(11)|(12)|
|Guerrilla control|-0.186***|-0.215***|-0.198***|-0.201***|-0.232***|-0.211***|-0.142***|-0.153***|-0.147***|-0.159***|-0.188***|-0.165***|
||(0.0247)|(0.0252)|(0.0248)|(0.0233)|(0.0238)|(0.0237)|(0.0298)|(0.0298)|(0.0295)|(0.0273)|(0.0272)|(0.0275)|
|Observations|3,652|3,373|3,619|4,221|4,019|4,092|2,542|2,342|2,514|2,953|2,808|2,851|
|Bandwidth type|mserd|mserd|mserd|msetwo|msetwo|msetwo|cerrd|cerrd|cerrd|certwo|certwo|certwo|
|Kernel|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|
|Bandwidth (Km)|2.266|2.040|2.235|2.750|2.571|2.630|1.414|1.273|1.395|1.717|1.605|1.641|
|Dependent mean|3.536|3.517|3.537|3.594|3.568|3.578|3.453|3.440|3.452|3.506|3.497|3.498|
|_Panel C: Polynomial_|_of order two_||||||||||||
||(1)|(2)|(3)|(4)|(5)|(6)|(7)|(8)|(9)|(10)|(11)|(12)|
|Guerrilla control|-0.205***|-0.252***|-0.220***|-0.231***|-0.239***|-0.235***|-0.140***|-0.147***|-0.146***|-0.225***|-0.234***|-0.235***|
||(0.0274)|(0.0286)|(0.0277)|(0.0243)|(0.0269)|(0.0252)|(0.0336)|(0.0338)|(0.0334)|(0.0257)|(0.0282)|(0.0263)|
|Observations|4,851|4,834|4,842|8,244|7,595|8,096|3,232|3,212|3,220|5,962|5,282|5,824|
|Bandwidth type|mserd|mserd|mserd|msetwo|msetwo|msetwo|cerrd|cerrd|cerrd|certwo|certwo|certwo|
|Kernel|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|triangular|uniform|epanechnikov|
|Bandwidth (Km)|3.303|3.284|3.292|7.583|6.353|7.296|1.927|1.916|1.921|4.424|3.707|4.257|
|Dependent mean|3.665|3.663|3.664|3.802|3.800|3.807|3.496|3.497|3.498|3.712|3.681|3.706|

_Note:_ The table presents the robustness of the effects of guerrilla control on night light intensity using different polynomial orders. Panel A shows results for a constant polynomial. Panels B and C present the results using a first and second order polynomial, respectively. Estimations across Columns show different bandwidth and kernel types and different bandwidth size. Robust standard errors in parentheses. “mserd” and “msetwo” specify one and two common MSE-optimal bandwidth selectors for the RD treatment effect estimator, respectively. “cerrd” and “certwo” indicate one or two common CER-optimal bandwidth selectors for the RD treatment effect estimator, respectively. The Kernel row indicates the type of kernel used: triangular, uniform, or epanechnikov. Differences in the number of observations are due to the selection of different bandwidths across specifications. *** p _<_ 0.01, ** p _<_ 0.05, * p _<_ 0.1.

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