I am currently trying to use a Regression Discontinuity specification to try to estimate the effect of a policy.
In short and in a simplified way, my data contains the variable y which is the outcome, and the variable cutoff which takes the value 0 at the cutoff, and symetrically goes up and down to the right and left of the cutoff.
However, when I run the very simple code:
Code:
rdrobust y cutoff
Code:
. rdrobust y cutoff Mass points detected in the running variable. Sharp RD estimates using local polynomial regression. Cutoff c = 0 | Left of c Right of c Number of obs = 0 -------------------+---------------------- BW type = mserd Number of obs | 174303 147978 Kernel = Triangular Eff. Number of obs | 16296 20287 VCE method = NN Order est. (p) | 1 1 Order bias (q) | 2 2 BW est. (h) | 7.640 7.640 BW bias (b) | 15.763 15.763 rho (h/b) | 0.485 0.485 Unique obs | 69 70 Outcome: y. Running variable: cutoff. -------------------------------------------------------------------------------- Method | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------------+------------------------------------------------------------ Conventional | .06579 .00541 12.1658 0.000 .05519 .076388 Robust | - - 11.3404 0.000 .056157 .079624 -------------------------------------------------------------------------------- Estimates adjusted for mass points in the running variable.
- What does it mean to have mass points in the running variable? To have multiple observations for a single value of my "cutoff" variable? This is definitely my case. Is it problematic?
- I am bothered by the number of obs = 0. Does it come from this mass point problem? I still get an estimation as you can see, and I am given the number of obs to the right and left of c, so I am wondering what this 0 up there to the right means.
Thanks a lot for your help and time,
Pierre
0 Response to Sharp RD estimation - "Mass points detected in the running variable." issue - 0 nb of observations
Post a Comment