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  • Declaring choice model data using -cmset-

    Dear Stata List,

    I used to perform choice models using -mlogit-, -clogit-, -mixlogit-, or -lclogit2- commands. I am now interested in the cm features provided by Stata.

    My issue is as follows.

    I want to declare my data base as being a choice model setting dataset but my data base is quite different from what I red in the Stata Choice Models Reference Manuals and I did not find a solution to my problem.

    I have 3 alternatives (1, 2, and 3) and 12 choice tasks by ID. Thus, a total of 36 rows by ID. The third alternative corresponds to an opt-out option (a treatment refusal). Each choice task corresponds to a triade of alternatives and the alternatives chosen takes the value 1 (0 otherwise). The alternative specific constant (the opt-out option) is coded (1,1,0) if the respondent chose the alternative one or two and (0,0,1) if he chose the alternative 3 (the opt-out).
    Moreover, each attributes' levels are dummy coded.

    My question is: How can I declare my database using the -cmset- command ?

    Thanks all !

    Gabin.

    Here is an illustration of my data base setting with the ID, the # of the choice task, the alternatives, the choice made by respondent, the ASC/opt-out, invariant variables (here gender and age), and the first attribute described by six levels.

    Code:
    . list ID Choice_Task Alternative Choice ASC Female Age A1L1 A1L2 A1L3 A1L4 A1L5 A1L6 in 1/144, sepby(ID)
    
         +--------------------------------------------------------------------------------------------------+
         | ID   Choice~k   Altern~e   Choice   ASC   Female   Age   A1L1   A1L2   A1L3   A1L4   A1L5   A1L6 |
         |--------------------------------------------------------------------------------------------------|
      1. |  3          1          1        1     1        0    40      1      0      0      0      0      0 |
      2. |  3          1          2        0     1        0    40      0      1      0      0      0      0 |
      3. |  3          1          3        0     0        0    40      0      0      0      0      0      0 |
      4. |  3          2          1        1     1        0    40      0      0      0      0      1      0 |
      5. |  3          2          2        0     1        0    40      0      0      1      0      0      0 |
      6. |  3          2          3        0     0        0    40      0      0      0      0      0      0 |
      7. |  3          3          1        0     1        0    40      0      0      0      1      0      0 |
      8. |  3          3          2        1     1        0    40      0      1      0      0      0      0 |
      9. |  3          3          3        0     0        0    40      0      0      0      0      0      0 |
     10. |  3          4          1        1     1        0    40      0      0      0      1      0      0 |
     11. |  3          4          2        0     1        0    40      0      0      0      0      1      0 |
     12. |  3          4          3        0     0        0    40      0      0      0      0      0      0 |
     13. |  3          5          1        1     1        0    40      0      0      0      0      1      0 |
     14. |  3          5          2        0     1        0    40      1      0      0      0      0      0 |
     15. |  3          5          3        0     0        0    40      0      0      0      0      0      0 |
     16. |  3          6          1        1     1        0    40      0      0      0      0      0      1 |
     17. |  3          6          2        0     1        0    40      1      0      0      0      0      0 |
     18. |  3          6          3        0     0        0    40      0      0      0      0      0      0 |
     19. |  3          7          1        1     1        0    40      0      0      0      0      0      1 |
     20. |  3          7          2        0     1        0    40      0      1      0      0      0      0 |
     21. |  3          7          3        0     0        0    40      0      0      0      0      0      0 |
     22. |  3          8          1        1     1        0    40      0      0      0      1      0      0 |
     23. |  3          8          2        0     1        0    40      0      0      1      0      0      0 |
     24. |  3          8          3        0     0        0    40      0      0      0      0      0      0 |
     25. |  3          9          1        0     1        0    40      1      0      0      0      0      0 |
     26. |  3          9          2        1     1        0    40      0      0      0      0      1      0 |
     27. |  3          9          3        0     0        0    40      0      0      0      0      0      0 |
     28. |  3         10          1        0     1        0    40      0      1      0      0      0      0 |
     29. |  3         10          2        1     1        0    40      0      0      0      0      0      1 |
     30. |  3         10          3        0     0        0    40      0      0      0      0      0      0 |
     31. |  3         11          1        1     1        0    40      0      0      0      1      0      0 |
     32. |  3         11          2        0     1        0    40      0      0      1      0      0      0 |
     33. |  3         11          3        0     0        0    40      0      0      0      0      0      0 |
     34. |  3         12          1        1     1        0    40      0      0      0      0      1      0 |
     35. |  3         12          2        0     1        0    40      0      0      1      0      0      0 |
     36. |  3         12          3        0     0        0    40      0      0      0      0      0      0 |
         |--------------------------------------------------------------------------------------------------|
     37. |  4          1          1        1     1        0    59      1      0      0      0      0      0 |
     38. |  4          1          2        0     1        0    59      0      1      0      0      0      0 |
     39. |  4          1          3        0     0        0    59      0      0      0      0      0      0 |
     40. |  4          2          1        0     1        0    59      0      0      0      0      0      1 |
     41. |  4          2          2        1     1        0    59      0      1      0      0      0      0 |
     42. |  4          2          3        0     0        0    59      0      0      0      0      0      0 |
     43. |  4          3          1        0     1        0    59      0      0      0      1      0      0 |
     44. |  4          3          2        1     1        0    59      0      0      1      0      0      0 |
     45. |  4          3          3        0     0        0    59      0      0      0      0      0      0 |
     46. |  4          4          1        0     1        0    59      0      1      0      0      0      0 |
     47. |  4          4          2        1     1        0    59      0      0      0      1      0      0 |
     48. |  4          4          3        0     0        0    59      0      0      0      0      0      0 |
     49. |  4          5          1        0     1        0    59      0      0      0      0      0      1 |
     50. |  4          5          2        1     1        0    59      1      0      0      0      0      0 |
     51. |  4          5          3        0     0        0    59      0      0      0      0      0      0 |
     52. |  4          6          1        0     1        0    59      0      0      1      0      0      0 |
     53. |  4          6          2        1     1        0    59      0      0      0      1      0      0 |
     54. |  4          6          3        0     0        0    59      0      0      0      0      0      0 |
     55. |  4          7          1        1     1        0    59      0      0      0      0      0      1 |
     56. |  4          7          2        0     1        0    59      0      0      0      0      1      0 |
     57. |  4          7          3        0     0        0    59      0      0      0      0      0      0 |
     58. |  4          8          1        1     1        0    59      1      0      0      0      0      0 |
     59. |  4          8          2        0     1        0    59      0      0      0      0      0      1 |
     60. |  4          8          3        0     0        0    59      0      0      0      0      0      0 |
     61. |  4          9          1        1     1        0    59      0      1      0      0      0      0 |
     62. |  4          9          2        0     1        0    59      0      0      1      0      0      0 |
     63. |  4          9          3        0     0        0    59      0      0      0      0      0      0 |
     64. |  4         10          1        0     1        0    59      0      0      0      0      1      0 |
     65. |  4         10          2        1     1        0    59      0      0      0      1      0      0 |
     66. |  4         10          3        0     0        0    59      0      0      0      0      0      0 |
     67. |  4         11          1        0     0        0    59      0      0      0      0      0      1 |
     68. |  4         11          2        0     0        0    59      0      1      0      0      0      0 |
     69. |  4         11          3        1     1        0    59      0      0      0      0      0      0 |
     70. |  4         12          1        1     1        0    59      0      0      0      0      0      1 |
     71. |  4         12          2        0     1        0    59      0      1      0      0      0      0 |
     72. |  4         12          3        0     0        0    59      0      0      0      0      0      0 |
         |--------------------------------------------------------------------------------------------------|
     73. |  5          1          1        1     1        0    31      1      0      0      0      0      0 |
     74. |  5          1          2        0     1        0    31      0      1      0      0      0      0 |
     75. |  5          1          3        0     0        0    31      0      0      0      0      0      0 |
     76. |  5          2          1        1     1        0    31      0      0      1      0      0      0 |
     77. |  5          2          2        0     1        0    31      0      0      0      1      0      0 |
     78. |  5          2          3        0     0        0    31      0      0      0      0      0      0 |
     79. |  5          3          1        1     1        0    31      1      0      0      0      0      0 |
     80. |  5          3          2        0     1        0    31      0      0      0      0      0      1 |
     81. |  5          3          3        0     0        0    31      0      0      0      0      0      0 |
     82. |  5          4          1        0     1        0    31      0      0      0      0      1      0 |
     83. |  5          4          2        1     1        0    31      0      0      0      0      0      1 |
     84. |  5          4          3        0     0        0    31      0      0      0      0      0      0 |
     85. |  5          5          1        0     0        0    31      0      1      0      0      0      0 |
     86. |  5          5          2        0     0        0    31      0      0      1      0      0      0 |
     87. |  5          5          3        1     1        0    31      0      0      0      0      0      0 |
     88. |  5          6          1        1     1        0    31      1      0      0      0      0      0 |
     89. |  5          6          2        0     1        0    31      0      1      0      0      0      0 |
     90. |  5          6          3        0     0        0    31      0      0      0      0      0      0 |
     91. |  5          7          1        0     1        0    31      0      0      0      1      0      0 |
     92. |  5          7          2        1     1        0    31      0      0      0      0      1      0 |
     93. |  5          7          3        0     0        0    31      0      0      0      0      0      0 |
     94. |  5          8          1        0     0        0    31      0      0      0      0      0      1 |
     95. |  5          8          2        0     0        0    31      0      0      1      0      0      0 |
     96. |  5          8          3        1     1        0    31      0      0      0      0      0      0 |
     97. |  5          9          1        1     1        0    31      1      0      0      0      0      0 |
     98. |  5          9          2        0     1        0    31      0      0      0      1      0      0 |
     99. |  5          9          3        0     0        0    31      0      0      0      0      0      0 |
    100. |  5         10          1        1     1        0    31      1      0      0      0      0      0 |
    101. |  5         10          2        0     1        0    31      0      1      0      0      0      0 |
    102. |  5         10          3        0     0        0    31      0      0      0      0      0      0 |
    103. |  5         11          1        1     1        0    31      0      0      1      0      0      0 |
    104. |  5         11          2        0     1        0    31      0      0      0      0      1      0 |
    105. |  5         11          3        0     0        0    31      0      0      0      0      0      0 |
    106. |  5         12          1        1     1        0    31      0      0      1      0      0      0 |
    107. |  5         12          2        0     1        0    31      0      0      0      1      0      0 |
    108. |  5         12          3        0     0        0    31      0      0      0      0      0      0 |
         |--------------------------------------------------------------------------------------------------|
    109. |  6          1          1        1     1        1    62      1      0      0      0      0      0 |
    110. |  6          1          2        0     1        1    62      0      1      0      0      0      0 |
    111. |  6          1          3        0     0        1    62      0      0      0      0      0      0 |
    112. |  6          2          1        1     1        1    62      0      0      0      0      1      0 |
    113. |  6          2          2        0     1        1    62      0      0      1      0      0      0 |
    114. |  6          2          3        0     0        1    62      0      0      0      0      0      0 |
    115. |  6          3          1        0     1        1    62      0      0      0      1      0      0 |
    116. |  6          3          2        1     1        1    62      0      1      0      0      0      0 |
    117. |  6          3          3        0     0        1    62      0      0      0      0      0      0 |
    118. |  6          4          1        0     0        1    62      0      0      0      1      0      0 |
    119. |  6          4          2        0     0        1    62      0      0      0      0      1      0 |
    120. |  6          4          3        1     1        1    62      0      0      0      0      0      0 |
    121. |  6          5          1        1     1        1    62      0      0      0      0      1      0 |
    122. |  6          5          2        0     1        1    62      1      0      0      0      0      0 |
    123. |  6          5          3        0     0        1    62      0      0      0      0      0      0 |
    124. |  6          6          1        1     1        1    62      0      0      0      0      0      1 |
    125. |  6          6          2        0     1        1    62      1      0      0      0      0      0 |
    126. |  6          6          3        0     0        1    62      0      0      0      0      0      0 |
    127. |  6          7          1        1     1        1    62      0      0      0      0      0      1 |
    128. |  6          7          2        0     1        1    62      0      1      0      0      0      0 |
    129. |  6          7          3        0     0        1    62      0      0      0      0      0      0 |
    130. |  6          8          1        1     1        1    62      0      0      0      1      0      0 |
    131. |  6          8          2        0     1        1    62      0      0      1      0      0      0 |
    132. |  6          8          3        0     0        1    62      0      0      0      0      0      0 |
    133. |  6          9          1        1     1        1    62      1      0      0      0      0      0 |
    134. |  6          9          2        0     1        1    62      0      0      0      0      1      0 |
    135. |  6          9          3        0     0        1    62      0      0      0      0      0      0 |
    136. |  6         10          1        0     1        1    62      0      1      0      0      0      0 |
    137. |  6         10          2        1     1        1    62      0      0      0      0      0      1 |
    138. |  6         10          3        0     0        1    62      0      0      0      0      0      0 |
    139. |  6         11          1        0     0        1    62      0      0      0      1      0      0 |
    140. |  6         11          2        0     0        1    62      0      0      1      0      0      0 |
    141. |  6         11          3        1     1        1    62      0      0      0      0      0      0 |
    142. |  6         12          1        1     1        1    62      0      0      0      0      1      0 |
    143. |  6         12          2        0     1        1    62      0      0      1      0      0      0 |
    144. |  6         12          3        0     0        1    62      0      0      0      0      0      0 |
         +--------------------------------------------------------------------------------------------------+

  • #2
    Hi Gabin, did you get a reply or were you able to solve the problem? I am facing a similair issue.
    I have tried
    "cmset ID group choice" but it didn't seem to work.

    Kind regards,
    Laura

    Comment


    • #3
      Am also in the same situation wondering how to proceed

      Regards,
      Mano

      Comment


      • #4
        Dear All,
        I've the same problem, and I'm wondering to proceed.

        Regards,

        Sergio

        Comment


        • #5
          Sergio Rivalori sent me a private message with the solution, thank you! In my case, I have to declare:

          Code:
          cmset ID Choicetask Alternative
          it perfectly works. Sorry for this late answer, hope it will help some of you.

          Gabin.

          Comment

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