All language subtitles for 5. Drawdown function creation

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Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 1 00:00:11,480 --> 00:00:13,490 I a run and welcome in this new with you. 2 00:00:13,880 --> 00:00:18,230 In this video, we're going to compute the drawdown of our strategy. 3 00:00:18,860 --> 00:00:26,870 The doorman is a very interesting metric because it will allow us to understand the maximum drawdown, 4 00:00:26,990 --> 00:00:34,100 which is the maximum loss of best strategy over a period of time. 5 00:00:34,580 --> 00:00:41,660 And this is allow you to understand if the strategy is risky according to your level of aversion. 6 00:00:42,650 --> 00:00:48,080 So let's get started by creating a function which returns the drawdown. 7 00:00:51,680 --> 00:00:56,210 First, we need to compute the cumulative return. 8 00:01:00,800 --> 00:01:10,550 Of all series, so it can be computer using the cumulative system like what we're going to do actually 9 00:01:11,240 --> 00:01:14,090 or using the cumulative product. 10 00:01:18,680 --> 00:01:22,390 So then we need to compute their running Max. 11 00:01:22,820 --> 00:01:28,280 Jeremy Max is very easy, for example, if you have this vector. 12 00:01:33,960 --> 00:01:36,360 And you apply that running max function. 13 00:01:36,630 --> 00:01:38,070 You will have this 14 00:01:40,710 --> 00:01:41,940 vector in retail. 15 00:01:42,210 --> 00:01:43,050 It means that. 16 00:01:46,630 --> 00:01:49,300 For example, here the MAX number is one. 17 00:01:49,420 --> 00:01:53,260 So the cumulative return is one at this index. 18 00:01:53,800 --> 00:01:59,590 Then we pass to a maximum value of three. 19 00:02:00,850 --> 00:02:03,910 Then we go into a maximum value of five. 20 00:02:04,330 --> 00:02:08,410 But then we decrease the value. 21 00:02:08,950 --> 00:02:12,430 We stay at a maximum value of five. 22 00:02:13,000 --> 00:02:25,600 This five will be replaced only if in this picture there is a no higher than five. 23 00:02:31,460 --> 00:02:40,580 So to do it, we are going to use the maximum accumulate function from Mumbai to. 24 00:02:48,660 --> 00:02:51,990 And now we can compute the drawdown, which is. 25 00:02:55,520 --> 00:03:02,480 The cumulative return dividing by the run in Max minus one. 26 00:03:20,690 --> 00:03:27,590 And now we can use this function to create or draw down. 27 00:03:27,770 --> 00:03:30,200 So, for example. 28 00:03:36,260 --> 00:03:44,270 If I put region Siri into the function and a print this. 29 00:03:49,170 --> 00:03:53,460 Here we can see that we have a little issue in our code. 30 00:03:56,770 --> 00:03:57,940 Which is here. 31 00:03:58,540 --> 00:04:01,070 We want maximum and not running. 32 00:04:01,090 --> 00:04:01,480 Sorry. 33 00:04:04,080 --> 00:04:15,030 So now we can see the drawdown of our strategy in the next video, we're going to see how to create 34 00:04:15,030 --> 00:04:22,320 a graph to highlight much better the drawdown of the strategy and how to compute the maximum drawdown 35 00:04:22,350 --> 00:04:23,220 of a strategy. 3122

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