Hi how are you? I hope this email finds you well.
I've been building an index with the command MCA using categorical variables. I did all the process as shown below, the point is that I don't really know how to interpret the mean of the index (this is a wealth index including variables regarding dwelling and personal features).
I've read the help document of STATA, but I still confuse about that interpreting. I hope you can help me with this.
I've been building an index with the command MCA using categorical variables. I did all the process as shown below, the point is that I don't really know how to interpret the mean of the index (this is a wealth index including variables regarding dwelling and personal features).
I've read the help document of STATA, but I still confuse about that interpreting. I hope you can help me with this.
Variable | Obs | Mean | Std. Dev. | Min | Max |
f1 | 48,609 | -.6248209 | .7471859 | -1.260.729 | 199.261 |
principal | cumul | |||
Dimension | inertia | percent | percent | |
------------+---------------------------------- | ||||
dim | 1 | .0503024 | 48.47 | 48.47 |
dim | 2 | .0159291 | 15.35 | 63.82 |
dim | 3 | .0071687 | 6.91 | 70.72 |
dim | 4 | .0047689 | 4.60 | 75.32 |
dim | 5 | .0028041 | 2.70 | 78.02 |
dim | 6 | .0016678 | 1.61 | 79.63 |
dim | 7 | .0007326 | 0.71 | 80.33 |
dim | 8 | .0004205 | 0.41 | 80.74 |
dim | 9 | .0002352 | 0.23 | 80.97 |
dim | 10 | .000087 | 0.08 | 81.05 |
dim | 11 | .0000509 | 0.05 | 81.10 |
dim | 12 | .0000414 | 0.04 | 81.14 |
dim | 13 | .0000111 | 0.01 | 81.15 |
dim | 14 | 7.45e-06 | 0.01 | 81.16 |
dim | 15 | 1.54e-06 | 0.00 | 81.16 |
dim | 16 | 8.61e-07 | 0.00 | 81.16 |
dim | 17 | 1.15e-07 | 0.00 | 81.16 |
dim | 18 | 5.79e-08 | 0.00 | 81.16 |
dim | 19 | 5.92e-09 | 0.00 | 81.16 |
dim | 20 | 5.19e-10 | 0.00 | 81.16 |
------------+---------------------------------- | ||||
Total | .1037835 | 100.00 |
overall | dimension_1 | dimension_2 | |||||||
Categories | mass | quality | %inert | coord | sqcorr | contrib | coord | sqcorr | contrib |
pared | |||||||||
1 | 0.000 | 0.148 | 0.000 | 0.980 | 0.057 | 0.000 | 2.192 | 0.091 | 0.000 |
2 | 0.000 | 0.138 | 0.000 | 0.552 | 0.037 | 0.000 | 1.629 | 0.101 | 0.000 |
3 | 0.000 | 0.296 | 0.000 | 1.428 | 0.272 | 0.000 | -0.757 | 0.024 | 0.000 |
4 | 0.003 | 0.406 | 0.019 | -1.531 | 0.194 | 0.007 | 2.851 | 0.212 | 0.026 |
6 | 0.040 | 0.390 | 0.002 | 0.117 | 0.176 | 0.001 | -0.229 | 0.214 | 0.002 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
piso | |||||||||
1 | 0.008 | 0.384 | 0.017 | -0.502 | 0.056 | 0.002 | 2.155 | 0.328 | 0.037 |
2 | 0.000 | 0.148 | 0.000 | -1.713 | 0.121 | 0.000 | 1.439 | 0.027 | 0.000 |
3 | 0.030 | 0.005 | 0.003 | 0.029 | 0.004 | 0.000 | -0.030 | 0.001 | 0.000 |
4 | 0.004 | 0.574 | 0.017 | -0.683 | 0.050 | 0.002 | -3.919 | 0.524 | 0.059 |
5 | 0.002 | 0.788 | 0.013 | 3.584 | 0.781 | 0.021 | -0.593 | 0.007 | 0.001 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
alcanta | |||||||||
1 | 0.010 | 0.758 | 0.026 | -0.775 | 0.112 | 0.006 | -3.310 | 0.647 | 0.108 |
2 | 0.034 | 0.758 | 0.007 | 0.227 | 0.112 | 0.002 | 0.969 | 0.647 | 0.032 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
telefono | |||||||||
1 | 0.002 | 0.516 | 0.021 | -1.029 | 0.048 | 0.002 | -5.738 | 0.468 | 0.063 |
2 | 0.042 | 0.516 | 0.001 | 0.047 | 0.048 | 0.000 | 0.264 | 0.468 | 0.003 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
energia | |||||||||
1 | 0.043 | 0.053 | 0.000 | 0.000 | 0.024 | 0.000 | -0.001 | 0.029 | 0.000 |
2 | 0.000 | 0.053 | 0.000 | -1.122 | 0.024 | 0.000 | 2.207 | 0.029 | 0.000 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
gas | |||||||||
1 | 0.015 | 0.764 | 0.015 | -0.644 | 0.200 | 0.006 | -1.919 | 0.563 | 0.056 |
2 | 0.028 | 0.764 | 0.008 | 0.347 | 0.200 | 0.003 | 1.035 | 0.563 | 0.030 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
basura | |||||||||
1 | 0.027 | 0.241 | 0.007 | -0.009 | 0.000 | 0.000 | -0.635 | 0.241 | 0.011 |
2 | 0.017 | 0.241 | 0.011 | 0.015 | 0.000 | 0.000 | 1.035 | 0.241 | 0.018 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
acueduc | |||||||||
1 | 0.037 | 0.483 | 0.003 | -0.169 | 0.197 | 0.001 | -0.363 | 0.287 | 0.005 |
2 | 0.006 | 0.483 | 0.016 | 1.003 | 0.197 | 0.006 | 2.151 | 0.287 | 0.029 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
agua | |||||||||
1 | 0.004 | 0.189 | 0.009 | 0.648 | 0.084 | 0.002 | 1.284 | 0.105 | 0.006 |
2 | 0.036 | 0.319 | 0.002 | 0.019 | 0.002 | 0.000 | 0.379 | 0.316 | 0.005 |
3 | 0.004 | 0.573 | 0.025 | -0.778 | 0.048 | 0.002 | -4.589 | 0.525 | 0.084 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
sanitar | |||||||||
0 | 0.012 | 0.870 | 0.063 | 3.044 | 0.867 | 0.113 | 0.314 | 0.003 | 0.001 |
1 | 0.004 | 0.390 | 0.012 | -0.840 | 0.118 | 0.003 | -2.264 | 0.272 | 0.022 |
2 | 0.000 | 0.052 | 0.000 | -0.426 | 0.045 | 0.000 | 0.300 | 0.007 | 0.000 |
3 | 0.022 | 0.769 | 0.019 | -1.165 | 0.729 | 0.029 | -0.485 | 0.040 | 0.005 |
4 | 0.005 | 0.567 | 0.025 | -1.575 | 0.257 | 0.013 | 3.077 | 0.310 | 0.050 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
tsanitar | |||||||||
0 | 0.013 | 0.870 | 0.055 | 2.717 | 0.869 | 0.099 | 0.100 | 0.000 | 0.000 |
1 | 0.029 | 0.847 | 0.025 | -1.209 | 0.826 | 0.042 | -0.345 | 0.021 | 0.003 |
2 | 0.002 | 0.319 | 0.025 | -1.166 | 0.039 | 0.002 | 5.519 | 0.279 | 0.046 |
3 | 0.000 | 0.151 | 0.000 | -0.921 | 0.025 | 0.000 | 3.633 | 0.125 | 0.000 |
4 | 0.000 | 0.295 | 0.000 | -1.573 | 0.052 | 0.000 | 6.077 | 0.243 | 0.001 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
usanitar | |||||||||
0 | 0.012 | 0.870 | 0.063 | 3.044 | 0.867 | 0.113 | 0.313 | 0.003 | 0.001 |
1 | 0.000 | 0.004 | 0.000 | -0.101 | 0.001 | 0.000 | -0.272 | 0.003 | 0.000 |
2 | 0.016 | 0.540 | 0.020 | -1.045 | 0.423 | 0.017 | -0.978 | 0.117 | 0.015 |
3 | 0.016 | 0.631 | 0.024 | -1.339 | 0.576 | 0.028 | 0.735 | 0.055 | 0.008 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
usosani | |||||||||
0 | 0.012 | 0.870 | 0.063 | 3.044 | 0.867 | 0.113 | 0.313 | 0.003 | 0.001 |
1 | 0.004 | 0.088 | 0.021 | -0.921 | 0.085 | 0.004 | -0.269 | 0.002 | 0.000 |
2 | 0.027 | 0.784 | 0.025 | -1.231 | 0.782 | 0.041 | -0.099 | 0.002 | 0.000 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
cocinan | |||||||||
0 | 0.000 | 0.093 | 0.000 | 0.699 | 0.090 | 0.000 | 0.217 | 0.003 | 0.000 |
1 | 0.012 | 0.841 | 0.031 | 2.070 | 0.823 | 0.053 | -0.539 | 0.018 | 0.004 |
2 | 0.001 | 0.309 | 0.018 | -1.159 | 0.050 | 0.002 | -4.718 | 0.260 | 0.030 |
3 | 0.002 | 0.301 | 0.026 | 2.751 | 0.256 | 0.014 | 2.056 | 0.045 | 0.008 |
4 | 0.000 | 0.098 | 0.001 | -0.328 | 0.040 | 0.000 | -0.696 | 0.058 | 0.000 |
5 | 0.026 | 0.846 | 0.017 | -1.054 | 0.824 | 0.029 | 0.301 | 0.021 | 0.002 |
6 | 0.002 | 0.155 | 0.009 | -1.194 | 0.119 | 0.002 | 1.158 | 0.035 | 0.002 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
nevera | |||||||||
1 | 0.026 | 0.803 | 0.017 | -0.860 | 0.556 | 0.019 | 1.020 | 0.248 | 0.027 |
2 | 0.018 | 0.803 | 0.024 | 1.237 | 0.556 | 0.027 | -1.467 | 0.248 | 0.038 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
lavadora | |||||||||
1 | 0.005 | 0.386 | 0.015 | -1.449 | 0.307 | 0.010 | 1.306 | 0.079 | 0.008 |
2 | 0.039 | 0.386 | 0.002 | 0.174 | 0.307 | 0.001 | -0.156 | 0.079 | 0.001 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
tvcolor | |||||||||
1 | 0.029 | 0.826 | 0.017 | -0.971 | 0.776 | 0.028 | 0.437 | 0.050 | 0.006 |
2 | 0.014 | 0.826 | 0.036 | 2.007 | 0.776 | 0.057 | -0.902 | 0.050 | 0.012 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
tvcable | |||||||||
1 | 0.003 | 0.291 | 0.031 | 1.042 | 0.053 | 0.003 | 3.939 | 0.238 | 0.048 |
2 | 0.040 | 0.291 | 0.002 | -0.079 | 0.053 | 0.000 | -0.299 | 0.238 | 0.004 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
aire | |||||||||
1 | 0.003 | 0.173 | 0.021 | 0.874 | 0.055 | 0.002 | 2.290 | 0.119 | 0.017 |
2 | 0.040 | 0.173 | 0.002 | -0.068 | 0.055 | 0.000 | -0.179 | 0.119 | 0.001 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
nivsis | |||||||||
1 | 0.032 | 0.091 | 0.001 | 0.041 | 0.042 | 0.000 | 0.079 | 0.050 | 0.000 |
2 | 0.010 | 0.256 | 0.001 | -0.152 | 0.080 | 0.000 | -0.399 | 0.175 | 0.002 |
3 | 0.002 | 0.119 | 0.002 | 0.196 | 0.017 | 0.000 | 0.865 | 0.103 | 0.001 |
4 | 0.000 | 0.309 | 0.000 | -2.113 | 0.246 | 0.000 | 1.900 | 0.063 | 0.000 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
nivel_educ~o | |||||||||
1 | 0.029 | 0.034 | 0.000 | -0.013 | 0.005 | 0.000 | 0.057 | 0.029 | 0.000 |
2 | 0.014 | 0.048 | 0.001 | 0.041 | 0.020 | 0.000 | -0.087 | 0.028 | 0.000 |
3 | 0.001 | 0.018 | 0.002 | -0.125 | 0.006 | 0.000 | -0.321 | 0.012 | 0.000 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
alumbra | |||||||||
1 | 0.003 | 0.841 | 0.023 | 3.657 | 0.841 | 0.040 | -0.136 | 0.000 | 0.000 |
2 | 0.000 | 0.632 | 0.001 | 2.284 | 0.396 | 0.001 | -3.130 | 0.236 | 0.002 |
3 | 0.040 | 0.843 | 0.002 | -0.285 | 0.841 | 0.003 | 0.025 | 0.002 | 0.000 |
4 | 0.000 | 0.039 | 0.000 | 0.275 | 0.006 | 0.000 | -1.120 | 0.033 | 0.000 |
-------------+---------------------------+---------------------------+--------------------------- | |||||||||
ducha | |||||||||
1 | 0.009 | 0.647 | 0.027 | -1.551 | 0.379 | 0.021 | 2.316 | 0.268 | 0.047 |
2 | 0.035 | 0.647 | 0.007 | 0.393 | 0.379 | 0.005 | -0.587 | 0.268 | 0.012 |