Evening all,
I'd like to share some thoughts, if you'll indulge me, on a something that I can't see has got a lot of traction on these boards. If I haven't spotted something similar that has already been written about extensively, my apologies. I'll say beforehand, I'm not here to push a particular suspect or theory, but there may be other people interested in such an approach and hopefully I'll learn something new.
This is an idea that has been floating around in my mind for some time. There's an increasing use of statistical approaches in the analysis of crime. Most people for example are familiar with geoprofiling, both its successes and drawbacks. One technique that is getting some more attention is a probabilistic approach. If you know anything about statistics you may well be familiar with the idea of Bayesian statistics, and how they have been used in courts when countering the prosecutors fallacy when regarding things like DNA or blood evidence. It was applied by some people to the OJ Simpson case too. I cannot claim to have anything beyond much of simple grasp of Bayesian stats, but I understand the principles. A simple way to consider it would be to say something like "How likely is something to be true, depending on how likely something else is to be true?"
While Bayesian stats are very good at giving probabilities for stuff that can be measured, it's not as strong when it comes to things that have to be estimated. For example, to take the JTR case, how sure could you be that JTR had knowledge of the local area? If you were definite, you could say it's 100 % true, and if you thought JTR had no knowledge at all, it would be 0 %. Most people would never be completely sure one way or the other, but I would be interested in how people would assess the importance of certain aspects of the case.
Of course this is subjective; there are very few useful things that can be stated as definite in the case beyond obvious statements, for example that a victim died. But there's a lot of interesting things that I think could be unpacked from assessing in the first place how much weight people place on certain parts of the case. For example, my understanding is that being seen at the scene of a crime would be one of the main factors in making a suspect more likely let's say makes you 80 % more likely to be involved Being known to be in the general area at the general time might be less important, say 30 %. When you start to put these probabilities together they may point more towards some suspects than others.
So my first question would be, what do people think is the most important 'evidence' when it comes to cases like this? I know there are plenty of data available on violent crimes, but it's not always transferable, particularly since the JTR crimes are thankfully still rare so have less data fro comparison. I don't think it's hugely controversial to suggest that JTR was male for example, I'd put it at 98 %, but I can't be sure. So these are my initial thoughts on a handful of important factors from known evidence/suggestions and an estimate of how important I think it is. I think it could be a good exercise in justifying why people prefer some 'evidence' over others. I may have missed some massively important things in my list; feel free to point out my errors. All my justifications are assumptions and are absolutely up for correction and challenge. Picked ten things just for jolly.
I'm well aware I have my own biases in this, but hopefully they'll get tested and see if they hold up. Have at it.
I'd like to share some thoughts, if you'll indulge me, on a something that I can't see has got a lot of traction on these boards. If I haven't spotted something similar that has already been written about extensively, my apologies. I'll say beforehand, I'm not here to push a particular suspect or theory, but there may be other people interested in such an approach and hopefully I'll learn something new.
This is an idea that has been floating around in my mind for some time. There's an increasing use of statistical approaches in the analysis of crime. Most people for example are familiar with geoprofiling, both its successes and drawbacks. One technique that is getting some more attention is a probabilistic approach. If you know anything about statistics you may well be familiar with the idea of Bayesian statistics, and how they have been used in courts when countering the prosecutors fallacy when regarding things like DNA or blood evidence. It was applied by some people to the OJ Simpson case too. I cannot claim to have anything beyond much of simple grasp of Bayesian stats, but I understand the principles. A simple way to consider it would be to say something like "How likely is something to be true, depending on how likely something else is to be true?"
While Bayesian stats are very good at giving probabilities for stuff that can be measured, it's not as strong when it comes to things that have to be estimated. For example, to take the JTR case, how sure could you be that JTR had knowledge of the local area? If you were definite, you could say it's 100 % true, and if you thought JTR had no knowledge at all, it would be 0 %. Most people would never be completely sure one way or the other, but I would be interested in how people would assess the importance of certain aspects of the case.
Of course this is subjective; there are very few useful things that can be stated as definite in the case beyond obvious statements, for example that a victim died. But there's a lot of interesting things that I think could be unpacked from assessing in the first place how much weight people place on certain parts of the case. For example, my understanding is that being seen at the scene of a crime would be one of the main factors in making a suspect more likely let's say makes you 80 % more likely to be involved Being known to be in the general area at the general time might be less important, say 30 %. When you start to put these probabilities together they may point more towards some suspects than others.
So my first question would be, what do people think is the most important 'evidence' when it comes to cases like this? I know there are plenty of data available on violent crimes, but it's not always transferable, particularly since the JTR crimes are thankfully still rare so have less data fro comparison. I don't think it's hugely controversial to suggest that JTR was male for example, I'd put it at 98 %, but I can't be sure. So these are my initial thoughts on a handful of important factors from known evidence/suggestions and an estimate of how important I think it is. I think it could be a good exercise in justifying why people prefer some 'evidence' over others. I may have missed some massively important things in my list; feel free to point out my errors. All my justifications are assumptions and are absolutely up for correction and challenge. Picked ten things just for jolly.
1 Prior knowledge of the area of the crimes 90 % | JTR able to move easily through area and avoid detection soon after crimes |
2 Suspect by named police on the ground 50 % | Lowered because of varied responses by different police involved and method of revealing names |
3 Anatomical knowledge 75 % | Not necessarily medical, but I don't think someone without some knowledge could have reasonably easily located and removed organs in the the situation without having an idea oh at least mammalian anatomy. I'm aware that doctors differed on their view of this. |
4 Exhibiting obvious signs of mental illness 40 % | I feel this hangs a lot on current knowledge of mental health at the time that may have coloured expectations. There are examples of serial murderers living otherwise 'normal' lives but that may depend a lot on expectations of those around them |
5 Prior criminal acts 95 % | Problem is that they may not have been noted, so I don't think this is necessarily one of the big ones. |
6 Suspect turns up in police reports somewhere 90 % | Though this evidence may well have been lost, I think chances are JTR was either questioned or mentioned somewhere, just from sheer number amount of police work |
7 Able to put victims at ease 60 % | Revised this down. In more recent homicide cases involving sex workers, the need they had for money meant they had to out themselves in to more dangerous situations. Assuming he wasn't raving and screaming, I don't think he would have to have been particularly convincing in his chatter |
8 Lived locally 80 % | could also have worked locally and moved into the area, but I think the geo data does point to someone based within the mile square. |
9 Knew victims 10 % | Not as common in this type of crime, but location of crimes is quite a small area and I would imagine a fair chance that JTR would have known the areas, so may have been at least familiar with some faces |
10 Caught 40 % | Obviously not meaning here that anyone was charged, but in similar cases something killers often require something external to stop them. That could of course be death by various means, but I find it less likely. |
I'm well aware I have my own biases in this, but hopefully they'll get tested and see if they hold up. Have at it.
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