1 00:00:02,600 --> 00:00:08,800 All the different kinds of probability are governed by the same basic rules. 2 00:00:08,800 --> 00:00:14,730 A priori probabilities are governed by those statistical probabilities follow 3 00:00:14,730 --> 00:00:19,520 these rules, subject to probabilities should follow these rules. 4 00:00:19,520 --> 00:00:24,690 But what are these basic rules? We're going to look at four basic rules. 5 00:00:24,690 --> 00:00:33,400 The first one governs simply negation. So you toss a coin and you get tails. 6 00:00:33,400 --> 00:00:38,083 What's the probability that you get tails? 7 00:00:38,083 --> 00:00:42,056 We said one in two or.5. Now, 8 00:00:42,056 --> 00:00:45,937 what's the probability that you do not get tails? 9 00:00:45,937 --> 00:00:50,531 Well, that means that's the probability that you get heads. 10 00:00:50,531 --> 00:00:54,570 So it's also 5.. It's one minus the 5. probability of 11 00:00:54,570 --> 00:01:00,906 tails gives you the.5 probability of not getting tails, that is, of getting heads. 12 00:01:00,906 --> 00:01:06,213 Well, that's really simple, because there are only two possibilities. 13 00:01:06,213 --> 00:01:12,750 What about a die? You roll a die and you get a two. 14 00:01:12,750 --> 00:01:15,762 What's the probability that you'd get a two? 15 00:01:15,762 --> 00:01:20,182 Well it's one in six. What's the probability that you would not 16 00:01:20,182 --> 00:01:23,803 get a two? Well, not getting a two is getting either 17 00:01:23,803 --> 00:01:29,128 one, or three, or four, or five, or six, so there are five possibilities of not 18 00:01:29,128 --> 00:01:34,667 getting a two, and that means that, that five times out of six you do not get a 19 00:01:34,667 --> 00:01:40,063 two. So the probability of not getting a two is one minus the probability of 20 00:01:40,063 --> 00:01:43,897 getting a two. The probability of getting a two is one 21 00:01:43,897 --> 00:01:48,300 in six, so the probability of not getting a two is five in six. 22 00:01:48,300 --> 00:01:54,161 So our rule is basically that the probability that an event will not occur 23 00:01:54,161 --> 00:01:58,740 is one minus the probability that the event will occur. 24 00:01:58,740 --> 00:02:05,735 And we can put that in symbols like this. You put PR for probability and then in 25 00:02:05,735 --> 00:02:09,474 parentheses you put what it's the probability of. 26 00:02:09,474 --> 00:02:14,738 We're going to use H for hypothesis or the event that we're testing the 27 00:02:14,738 --> 00:02:18,934 probability for. And the little squiggle or tilde means 28 00:02:18,934 --> 00:02:22,677 not, just like it did when we were talking 29 00:02:22,677 --> 00:02:26,393 about propositional calculus a few weeks ago. 30 00:02:26,393 --> 00:02:31,926 So, the probability of not the hypothesis, is equal to one minus the 31 00:02:31,926 --> 00:02:36,880 probability of the hypothesis. That's basically the rule for 32 00:02:36,880 --> 00:02:41,841 probabilities of negations. And we explained why it holds, because 33 00:02:41,841 --> 00:02:45,795 certainty is one. The thing happening and the thing not 34 00:02:45,795 --> 00:02:51,474 happening have to add up to one, because it's gotta either happen or not happen, 35 00:02:51,474 --> 00:02:57,081 so one minus the probability that it happens is gotta be the probability that 36 00:02:57,081 --> 00:03:01,028 it does not happen. So hope now the rule makes sense, and 37 00:03:01,028 --> 00:03:04,260 that you can apply it in a couple of exercises.