I ran an ECM and after this, I want to inspect the Standard Deviation of the Residuals plot to see if there is volatile in my model.
Run model:
Code:
regress Dy l(1/7).yi l(1/8).yd l(0/7).x1i l(0/8).x1d l.ei l.ed
Code:
predict res, res egen daily_sd_res=sd(res), by(date)
Here a piece of my dataset. Data are
Code:
tsset time variable: date, 01jan2015 to 31dec2018 delta: 1 day
Code:
* Example generated by -dataex-. To install: ssc install dataex clear input float(date Dy yi yd x1i x1d ei ed) 20089 . 0 0 0 0 0 -.08242687 20090 .02116996 .02116996 0 0 0 0 -.0612569 20091 .01106596 .01106596 0 0 0 0 -.05019094 20092 .010417402 .010417402 0 0 0 0 -.03977354 20093 -.007900596 0 -.007900596 0 -.06892812 0 -.01880446 20094 -.004676282 0 -.004676282 0 -.01835227 0 -.015794123 20095 -.002937913 0 -.002937913 0 -.016029835 0 -.01201814 20096 -.0044448376 0 -.0044448376 .010833502 0 0 -.021000454 20097 -.01337427 0 -.01337427 0 -.03350556 0 -.02034134 20098 -.005440772 0 -.005440772 0 0 0 -.02578211 20099 -.001662135 0 -.001662135 0 0 0 -.027444247 20100 -.0064767 0 -.0064767 0 -.02196181 0 -.02472252 20101 .009394586 .009394586 0 0 -.035164475 0 -.0005997333 20102 -.017572522 0 -.017572522 .019682646 0 0 -.026416086 20103 -.00355804 0 -.00355804 .03872418 0 0 -.04619326 20104 -.01020068 0 -.01020068 .006790996 0 0 -.05923827 20105 -.007450819 0 -.007450819 0 0 0 -.06668909 20106 -.0016266108 0 -.0016266108 0 0 0 -.0683157 20107 -.005518496 0 -.005518496 .006149173 0 0 -.0764097 20108 .000685513 .000685513 0 0 -.02171993 0 -.06662706 20109 .005839169 .005839169 0 .0046247244 0 0 -.0627249 20110 .004988313 .004988313 0 0 -.014763355 0 -.05155314 20111 -.0018172264 0 -.0018172264 .036330104 0 0 -.068586774 20112 -.0009147525 0 -.0009147525 0 0 0 -.06950153 20113 -.00013327599 0 -.00013327599 0 0 0 -.0696348 20114 .002408147 .002408147 0 .006327987 0 0 -.06987706 20115 .001775384 .001775384 0 0 -.00056409836 0 -.06786541 20116 .003261387 .003261387 0 .00052559376 0 0 -.06482416 20117 -.00005555153 0 -.00005555153 0 -.0022336245 0 -.06394418 20118 .0020005107 .0020005107 0 .01455152 0 0 -.0680384 20119 .00044727325 .00044727325 0 0 0 0 -.06759112 20120 .0007092953 .0007092953 0 0 0 0 -.06688183 20121 .0018749833 .0018749833 0 .08742452 0 0 -.1016235 20122 .006665409 .006665409 0 .04742861 0 0 -.11482298 20123 .016419828 .016419828 0 .0019119978 0 0 -.09920397 20124 .009312987 .009312987 0 .028562784 0 0 -.10185414 20125 .009942055 .009942055 0 0 -.015233994 0 -.08553152 20126 .007172227 .007172227 0 0 0 0 -.0783593 20127 -.0004681349 0 -.0004681349 0 0 0 -.07882743 20128 .010677457 .010677457 0 .03367603 0 0 -.08225475 20129 .01244551 .01244551 0 0 -.02256608 0 -.06035772 20130 .011302948 .011302948 0 0 -.04184544 0 -.031528335 20131 .005810559 .005810559 0 .05102551 0 0 -.04708917 20132 .004668951 .004668951 0 .06228065 0 0 -.0685057 20133 .0046052337 .0046052337 0 0 0 0 -.06390046 20134 .0020727515 .0020727515 0 0 0 0 -.06182771 20135 .009067178 .009067178 0 .02068734 0 0 -.06142516 20136 .003512859 .003512859 0 0 -.007105112 0 -.05493642 20137 .0021723509 .0021723509 0 0 -.007207036 0 -.04974549 20138 .002964258 .002964258 0 0 -.03206098 0 -.033352893 end format %td date
Thanks in advance.
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