Wednesday, October 31, 2007

More on the "hockey stick" scandal

Excerpt from Michael Crichton's Senate testimony in September 2005:
...Because any study where a single team plans the research, carries it out, supervises the analysis, and writes their own final report, carries a very high risk of undetected bias. That risk, for example, would automatically preclude the validity of the results of a similarly structured study that tested the efficacy of a drug.

By the same token, any verification of the study by investigators with whom the researcher had a professional relationship-people with whom, for example, he had published papers in the past, would not be accepted. That's peer review by pals, and it's unavoidably biased. Yet these issues are central to the now-familiar story of the "Hockeystick graph" and the debate surrounding it.

To summarize it briefly: in 1998-99 the American climate researcher Michael Mann and his co-workers published an estimate of global temperatures from the year 1000 to 1980. Mann's results appeared to show a spike in recent temperatures that was unprecedented in the last thousand years. His alarming report formed the centerpiece of the U.N.'s Third Assessment Report, in 2001.

Mann's work was immediately criticized because it didn't show the well-known Medieval Warm Period, when temperatures were warmer than they are today, or the Little Ice Age that began around 1500, when the climate was colder than today. But real fireworks began when two Canadian researchers, McIntyre and McKitrick, attempted to replicate Mann's study. They found grave errors in the work, which they detailed in 2003: calculation errors, data used twice, data filled in, and a computer program that generated a hockeystick out of any data fed to it-even random data. Mann's work has since been dismissed by scientists around the world who subscribe to global warning.

Why did the UN accept Mann's report so uncritically? Why didn't they catch the errors? Because the IPCC doesn't do independent verification. And perhaps because Mann himself was in charge of the section of the report that included his work.

The hockeystick controversy drags on. But I would direct the Committee's attention to three aspects of this story. First, six years passed between Mann's publication and the first detailed accounts of errors in his work. This is simply too long for policymakers to wait for validated results.

Second, the flaws in Mann's work were not caught by climate scientists, but rather by outsiders-in this case, an economist and a mathematician. They had to go to great lengths to obtain data from Mann's team, which obstructed them at every turn. When the Canadians sought help from the NSF, they were told that Mann was under no obligation to provide his data to other researchers for independent verification.

Third, this kind of stonewalling is not unique. The Canadians are now attempting to replicate other climate studies and are getting the same runaround from other researchers. One prominent scientist told them: "Why should I make the data available to you, when your aim is to try and find something wrong with it."

Even further, some scientists complain the task of archiving is so time-consuming as to prevent them from getting any work done. But this is nonsense.
Note that Michael Mann is one of the key people behind the realclimate web site.

A quote from Mann:
"We hope this site will serve as a resource that can challenge mis-representations or mis-understandings of the science as they occur in real time," said Michael Mann.
Mann's quote reminds me of Geoff Hill's here:
"We avoid anything that smacks of the lunatic fringe," he says. He doesn't want anyone thinking his desire to see the bird might color his science.
Update: Note that Mann's flawed algorithm produces a "hockey stick" even when fed solar data.

10 comments:

Ilya Maclean said...

Because any study where a single team plans the research, carries it out, supervises the analysis, and writes their own final report, carries a very high risk of undetected bias

This is the way the vast majority of science proceeds.

But real fireworks began when two Canadian researchers, McIntyre and McKitrick, attempted to replicate Mann's study. They found grave errors in the work

As I’ve explained before, there wasn’t an error. The problem essentially stems from the fact that it is impossible to both normalise records over fixed intervals and ensure that records are zero-mean over the entire duration, simply because the records span different periods. McIntyre and McKitrick chose one method of circumventing the problem and Mann et al. chose the other. McIntyre and McKitrick critcisms have independently been shown not to influence the shape of the hockey-stick in any meangfull way by numerous scientists

Why did the UN accept Mann's report so uncritically? Why didn't they catch the errors? Because the IPCC doesn't do independent verification

The IPCC rely on papers published in peer reviewed literature. Mann et al’s paper was peer reviewed. Also, the IPCC Report itself is peer reviewed.

Tom said...

...and Cornell's Ivory-bill paper was peer reviewed .

I'll be posting more on the hockey stick soon.

Regards,
Tom

Ilya Maclean said...

Are you implying that peer review in general is flawed or are you implying that in this specific instance its flawed? If the former, what's the alternative? If the latter what specifically is the flaw?

Tom said...

I'm specifically saying that the peer review of the "hockey stick" was not one iota better than the alleged peer review of Cornell's Ivory-bill paper.

For specific, gory details, please see my post here , then take the time to actually read the linked paper.

Again, it's very much in your own interest to carefully read that paper. At this point, defending the hockey stick makes about as much sense as defending the Luneau video.

Ilya Maclean said...

Tom, I’ve read it. What I see is yet another example of McKitrick trying to push an agenda through the use of manipulative language and graphics. For example a sentence that reads “the Medieval Warm Period (MWP) is an interval from approximately AD1000 to AD1300 during which many places around the world exhibited conditions that seem warm compared to today”, to lull the reader into believing that the Medieval warm period is warmer than today and a graphic taken from the IPCC Report that stops at 1900, to lull the reader into thinking the Medieval Warm Period was the warmest on record.

See here, here, here, here, here, here, here, here, here, here, here, here and here for reasons why McKitrick’s analysis is flawed. And thats just a small fraction of the ones I could have dug out...

Tom said...

Ok, thanks for at least reading the paper.

I'll be doing one or more future posts demonstrating that no one can reasonably deny the Medieval Warm Period.

I think you're embarrassing yourself with repeated comments suggesting that your opponents must have an "agenda".

Besides the fact that McKitrick disagrees with you, specifically what evidence do you have that he has an "agenda"?

Ilya Maclean said...

No evidence. Just putting two and two together, based on the fact that McIntyre and McKitrick's analysis is wrong. You're straying off the issue. Could you explain why there is an error in Mann et al's analysis.

This is why McIntyre and McKitrick's analysis is wrong:

When performing the type of analysis used (PCAs) it is impossible to both normalise records over fixed intervals and ensure that records are zero-mean over the entire duration. McIntyre and McKitrick chose one method of circumventing the problem and Mann et al. chose the other.

Principle Component Analysis (PCA) is a way of compressing lots of variables into a smaller number (called components). Mann et al's methods result in two principle components being significant, McIntyre and McKitrick's result in 5 being significant. Essentially Mann et al's way allows for better explanation of the data using a smaller number of variables

If McIntyre and McKitrick use all 5 components, as is statistically correct, they get more or less the same results as Mann et al. If they only use 2, as Mann et al did, they get results that show a warmer Medieval period.

However, it is incorrect for them to use only 2. They are essentially throwing away good data, because their principle components do not capture the data as well as Mann's do. It is also an incorrect statistical procedure to throw away significant variables. Doing so leads to biased results and more uncertainty. This is self evident if you actually look at their results.

I think you're embarrassing yourself by posting material you don't understand.

Tom said...

"Could you explain why there is an error in Mann et al's analysis."

Absolutely.

It's laughably wrong because it denies the existence of the Medieval warm period .

Please wait for my upcoming post on the Medieval warm period, then tell me again why you're having such a hard time grasping this.

Ilya Maclean said...

Tom I don't have a hard time grasping the Medieval warm period. What I don't get is why you think a piece of science should be declared flawed because of what it shows rather than because of flaws in the method. Science would not progress if we only accepted those ideas that conform to expectation.

Tom said...

But the Medieval Warm period is not an "expectation"; it is a well-documented fact based on an enormous number of real-world observations.

If you calculate that this warming didn't exist, your calculation is incorrect.

Mann blew it because his calculations were skewed by a relatively small group of high-altitude bristlecone pines as if they were very reliable "tree-ometers".