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so Iamp;#39;m not going to hold out on the punchline the punchline of my talk is this is a total misnomer as far as you I can tell no one has really got irregular time series whipped yet so you can leave now if youamp;#39;re hoping for a magical solution I donamp;#39;t especially like talks that promise you something and donamp;#39;t deliver I have done that so I wonamp;#39;t take it personally if you head out now but I do think itamp;#39;s an issue that needs to be talked about more and Iamp;#39;m sort of personally hoping if I talk about it people will think itamp;#39;s important and someone who actually you know knows a fair amount of statistics will do more than I can with this subject okay so hereamp;#39;s our outline first thing why you already care and if you donamp;#39;t care why you really should care where arenamp;#39;t a regular time series in human behavior to start with I actually work at a startup called one drop we are a diabetes management platform we are try