Pedro Carneiro, Michael Lokshin, and Nithin Umapathi, "Average and 
Marginal Returns to Upper Secondary Schooling in Indonesia", Journal of 
Applied Econometrics, Vol. 32. No. 1, 2017, pp. 16-36.

The constructed datasets are in the file data-clu.zip. There are
three ASCII files in DOS format. Unix/Linux users should use "unzip -a".

The data used in the analysis were constructed using raw IFLS files.
Programs used to construct the final dataset are in the file
stata-data-construction-clu.zip. These programs are only needed to
replicate the dataset used in the analysis from the raw data. The raw
data can be downloaded from the RAND IFLS website:

  http://www.rand.org/labor/FLS/IFLS.html

The programs used to produce the publication tables and figures are in
the file stata-programs-clu.zip. It also includes .dta versions of the
three data files in data-clu.zip.

a. This zip file also contains auxillary syntax files that are
essential to run the LIV estimator. 

b. The file all_results.do is the master file that will run as long as
the file location for data input is correct. It will produce all the
main statistics used in the paper.

c. The constructed data file (data.dta) should be in the same
directory.

d. The standard IV estimates are obtained by IV_analysis.do, using
data_IV.dta.