The simplest explanation is usually the correct explanation
Guest essay by Eric Worrall
Professor Keven Trenberth once campaigned for the scientific world to accept the alarmist view of climate change as the “null hypothesis”, the baseline theory against which all other theories must be measured.
http://wattsupwiththat.com/2011/11/03/trenberth-null-and-void/
The reason Trenberth faced an uphill battle to have his view accepted, and ultimately failed, is that the simplest explanation of contemporary climate change does not involve Anthropogenic CO2.
As Professor Phil Jones of the CRU once admitted in an interview with the BBC, the instrumental record contains periods of warming which are statistically indistinguishable from the 1990s warming – periods of warming which cannot have been driven by anthropogenic CO2, because they occurred before humans had made a significant changes to global CO2 levels.
Between 1860 and 1880, the world warmed for 21 years, at a similar rate to the 24 year period of warming which occurred between 1975 and 1998. There was simply not enough anthropogenic CO2 in the atmosphere to have driven the 1860s warming, so it must have been driven by natural variation.
So how does Occam’s Razor apply to this observation?
According to the definition in Wikipedia, the principle of Occam’s Razor states “that among competing hypotheses, the one with the fewest assumptions should be selected. Other, more complicated solutions may ultimately prove correct, but—in the absence of certainty—the fewer assumptions that are made, the better.”
From Wikipedia, the reason why Occam’s razor is important:
“To understand why, consider that, for each accepted explanation of a phenomenon, there is always an infinite number of possible, more complex, and ultimately incorrect alternatives. This is so because one can always burden failing explanations with ad hoc hypothesis. Ad hoc hypotheses are justifications that prevent theories from being falsified. Even other empirical criteria like consilience can never truly eliminate such explanations as competition. Each true explanation, then, may have had many alternatives that were simpler and false, but also an infinite number of alternatives that were more complex and false. However, if an alternate ad hoc hypothesis were indeed justifiable, its implicit conclusions would be empirically verifiable. On a commonly accepted repeatability principle, these alternate theories have never been observed and continue to not be observed. In addition, we do not say an explanation is true if it has not withstood this principle.
Put another way, any new, and even more complex theory can still possibly be true. For example: If an individual makes supernatural claims that Leprechauns were responsible for breaking a vase, the simpler explanation would be that he is mistaken, but ongoing ad hoc justifications (e.g. “And, that’s not me on film, they tampered with that too”) successfully prevent outright falsification. This endless supply of elaborate competing explanations, called saving hypotheses, cannot be ruled out—but by using Occam’s Razor.”
Source: http://en.wikipedia.org/wiki/Occam’s_razor
In other words, if we reject the principle of Occam’s Razor, we open the door to accepting theories of arbitrary, ultimately infinite complexity. A theory created by researchers who do not accept the principle of Occam’s Razor cannot be falsified, because the theory can always be tweaked in arbitrary ways to avoid falsification.
So why does applying the principle of Occam’s Razor force us to reject the theory that anthropogenic CO2 is the main driver of contemporary climate change? The reason is that nature has produced periods of warming similar to the recent warming, without any significant contribution from Anthropogenic CO2.
So we have two competing hypothesis for what is driving contemporary climate change:-
1. Observed natural variation, which has produced periods of warming statistically indistinguishable from the warming which ended in 1998.
2. Observed natural variation + an unproven assumption that Anthropogenic CO2 is now the main driver of Climate Change.
Clearly the second hypothesis fails the test of Occam’s Razor. In the absence of compelling evidence that anthropogenic CO2 has overridden natural variation, we have to accept hypothesis 1 – that observed climate change is the result of natural variation.
The climate is not hotter than it was in the past, periods such as the Holocene Optimum, or looking further back, the Eemian Interglacial. The warming which ended in 1998 was not faster, or of significantly longer duration, than similar natural warmings which occurred in the recent past.
Nothing about the current climate is outside the bounds of climatic conditions which could reasonably be produced by natural variation – therefore, according to the rules of science, we have to reject hypothesis which unnecessarily embrace additional unproven assumptions, unless or until such assumptions can be tested and verified, in a way which falsifies the theory that natural variation is still in the driver’s seat.

John Day
But remember that Occam’s Razor is a model selection tool for deciding between two equally feasible theories, not a model validation tool for proving correctness.
Yes – but in the absence of compelling evidence that the more complex theory is a better explanation for observed phenomena, the more complex theory must be rejected.
Einstein’s more complex theory was accepted, because it provided an explanation for observed phenomena which Newton’s theory could not explain. For example, Einstein’s theory correctly predicted the orbital discrepancies of the planet Mercury, and provided an explanation of why the measured speed of light was always constant, regardless of the motion of the observer relative to the source of light.
My argument is that adding an assumption that CO2 is a significant influence does not improve our understanding of climate in a similar sense to the way that adding Einstein’s assumption that space and time was mutable improved our understanding of the universe.
lgl says:
March 22, 2014 at 5:43 am
Richard It wouldn’t, but natural variation is just a description, not an explanation imo. You have to explain how.
lgl,
We don’t have to explain. The null hypothesis holds. If you need conjecture, go ask the village idiots that profess to be climatologists.
Mindert Eiting says:
March 22, 2014 at 1:10 am
“Interesting to see the significances in the table. You throw a coin and look for series of heads-only.”
Mindert, for your analogy to even be considered it has to be possible to throw even 21 (the shortest series in the essay) heads in a row. Please start now and let us know when you succeed in throwing 21 heads in a row. While making that attempt, entertain the thought that it was nature that produced 21 years of rising temps, not Eric.
SR
John Day says:
March 22, 2014 at 10:12 am
You’ve mistranslated Einstein. “Einfacher” means not “too simple”, but “simpler” or “more simple”, implying than need be.
Martin on March 22, 2014 at 12:28 am
From the article that Eric Worrall linked to:D – Do you agree that natural influences could have contributed significantly to the global warming observed from 1975-1998, and, if so, please could you specify each natural influence and express its radiative forcing over the period in Watts per square metre.
Its good to see that you grasp the point of Occam’s razor – that a politically correct pseudo science narrative needs to be as complex as possible to stop deniars – who we can accuse Putin-like with no basis in reality of being oil funded – from ever refuting our lucrative theory. Only you dont quite make your argument complex enough. You bring in volcanoes and the sun – but could have gone much further. How about ENSO, PDO and AMO oscillations? How about all the multitudinous categories of airborne pollution particle sizes and chemical types all competing against each other – some warming, some cooling, so we can fine tune our retrospective climate models in infinite ways to mimic recent climate history? How about the bipolar seesaw and fluctuations in transhemispheric heat piracy? How about chaotic intrinsic variation (requiring no external forcing) present in every atmosphericamd oceanic system?
You made a good start but you have a long way to go. Nevwr settle for one causal link when a hundred will do. Most of all guard against the danger of any real world truth polluting your pristine political climate science.
@Eric Worrall
I don’t buy your must be rejected. So Einstein made his theory more complex to account for relativistic effects, but we don’t “reject” Newton’s theory. It was all we needed to get our astronauts to the Moon and back safely. Both theories are useful, and both are “as simple as possible” in their respective realms.
😐
Martin says:
March 22, 2014 at 12:28 am
All solar influences were not flat over the period 1977-98. Solar magnetic field strength & UV radiation delivered to the top of the atmosphere were not flat. Besides which, surely you must realize that there are more multidecadal, centennial & millennial climatic “forcings” than just volcanoes & the variable sun. On longer time frames, orbital mechanics strongly affect climate change on the scales of 10,000 & 100,000 years, & plate tectonics on millions & tens of millions years. Some evidence exists for galactic effects on the scales of hundreds of millions & billions of years.
Climate science should be gathering data & experimenting in an effort to find presently unknown influences on natural climatic variation rather than making the unjustified assumption that CO2 is primarily responsible for whatever global temperature increase may have actually been observed since the 1970s, if any, & to try to analyze the relative importance of all possible such “forcings”.
Clearly, CO2 variations from whatever source are not very important above a certain low level, since recent experience is not very different, if at all, from past multidecadal warmings under lower atmospheric CO2 concentrations. Indeed, it was hotter earlier in the Holocene & during prior interglacials, without benefit of higher levels of this life-giving trace gas. Multidecadal, centennial, millennial scale & longer term fluctuations all show that CO2 is an effect rather than a primary cause of climate change.
I paraphrased the German. Don’t we all agree that a theory that is “more simple than need be” is “too simple”?
John Day says:
March 22, 2014 at 11:57 am
The problem with a theory that fails or has limits isn’t that it’s too simple, but that it can be shown false or restricted without a further wrinkle, as in the case of Einstein’s improvement on Newton. Maybe a distinction without a difference, but why not just translate the statement literally, using “simpler” rather than “too simple”, especially as the comparative ending -er is the same in both languages?
@milodonharlani
>why not just translate the statement literally…?
Because it needed Occam’s Razor: :-]
“more simple than need be” ==> “too simple”
WIth an IPPC agreement of +95% amongst the scientists that matter, and a few of the ones that don’t but were able to be calculated in, I wonder why Trenberth and company don’t float their Null Hypothesis flip again? With consensus solidly on their side, as we’re told over and over again, they must surely feel the science will stand on it’s own now. It might be interesting to see how many papers get published that dare suggest CO2 is not necessarily the main driver of climate. Given the number that get published about that already I suspect the new null hypothesis will quickly be nullified. Everyone can have a good laugh and we can finally get past all this and on to the matters of real climate – not video game climate.
rgbatduke says:
March 22, 2014 at 7:42 am
“Occam’s Razor isn’t an absolute rule of reason, because sometimes the actual explanation is, in fact, the more complex of two hypotheses. That is, nature itself is not obligated to be “simple”.”
Thank you Prof. Brown; your explication of Occam’s Razor using Bayesian reasoning is very well-argued, expressed clearly, and provides a viewpoint that is “something that I can believe in”! One question though. . . when you write: “Bayesian scientific reasoning . . . deals with Occam’s razor not in verbal terms . . . , but in terms of using incoming data to recompute the prior probabilities.” Shouldn’t the end of this sentence read “. . . posterior probabilities”?
BTW, your post gave me reason to find and scan through Jaynes’ book that I had downloaded ~15 years ago and selectively read in support of a specific project. Relooking at it this afternoon, I see there’s much more to learn that I missed (or have forgotten). . . and fortunately, now that I’m retired I have the time. A great book, others may find it both interesting, stimulating, and a valuable resource.
Thanks, for another great post.
Dan Backman
Martin, can you point to the factors that led to the 1860 to 1881 warming?
If not, then how do you know that the two you list are the only possible factors?
Village Idiot, quit living up to your name.
Magma says:
March 22, 2014 at 7:34 am
——
What multiple lines of evidence?
Whenever someone has to scream that the other side has to be ignored because they are associated with people I hate, you know that they have already lost the argument.
John Day says:
March 22, 2014 at 12:33 pm
Except that “than need be” is implied by “simpler” without adding the extra words, so in this case less is sufficient, if not more.
Jeff Patterson says:
March 22, 2014 at 7:53 am
—-
To some people, correlation must be causation.
It’s gotten warmer.
CO2 has increased.
Therefore CO2 caused the warming.
MarkW says:
March 22, 2014 at 1:26 pm
To summarize & speculate:
c. 1850 to 1880: warmer; CO2 up
c. 1880 to 1910: cooler; CO2 up
c. 1910 to 1940: warmer; CO2 up
c. 1940 to 1970: cooler; CO2 up
c. 1970 to 2000: warmer; CO2 up
c. 2000 to 2030: probably cooler; CO2 probably up.
c. 2030 to 2060: probably warmer; CO2 possibly down.
???????????
a. 0450 to 0950: temps now colder, but warming up, CO2 steady
a. 0950 to 1650: temps now warmer, but cooling down, CO2 steady
b. 1650 to 1850: temperatures now colder, but getting warmer; CO2 steady
c. 1850 to 1880: warmer; CO2 steady
c. 1880 to 1910: cooler; CO2 steady
c. 1910 to 1940: warmer; CO2 rose slightly
c. 1940 to 1975: cooler; CO2 up steadily
c. 1975 to 1998: warmer; CO2 up steadily
c. 1998 to 2015: steady; CO2 up steadily.
d. 2015 to 2030: Temps steady or slightly cooler; CO2 up steadily.
d. 2030 to 2060: temps slightly cooler or steady; CO2 up steadily.
The unknown about “d.” 2015-2060 is simple.
Is the 2000-2010 Modern Warming Period yet one more “pause” in the regular 60-78 year cycle as we rise up from the Little Ice Age low and previous Medieval Warming Period high? That is, will 2060-2070 be the actual “peak” of the Modern Warming Period, or will it also be just another small cyclical “bump” ?
Or is 2000-2010 the “peak” of the Modern Warming Period, and we now face 400 years of declining temperatures into the next Modern Ice Age?
@milodinharlani
>Except that “than need be” is implied by “simpler” without adding the extra words,
Actually that’s not true for German or English. The -er comparative adjective form does not per se express the notion of exceeding necessity. That is an assumption.
Einstein implored us, hyperbolically, to make things “as simple as _possible_”, suggesting no _further_ simplification would be possible. But if a further simplification were possible (“simpler”), then it would _not_ necessarily violate Occam’s notion of necessity, unless further qualified (“too simple”).
Just saying, rhetorically.
:-]
John Day says:
March 22, 2014 at 2:07 pm
It’s not the comparative ending that implies “than need be”, but the logic of the statement.
RACookPE1978 says:
March 22, 2014 at 1:47 pm
IMO, the Modern Warming Period from the mid-19th century has a century or more to go, unless as we near the next glacial phase the centennial-scale fluctuations (dare I say Bond Cycles without incurring Dr. S.’ disapproval?) become not only colder (as has been the case since the Minoan WP), but shorter in duration.
If human activity indeed be the major cause of the CO2 gain from ~285 to ~400 ppm since c. 1850, then the concentration could fall later in this decade, with more reliance on natural gas (fracked & un-), possibly nuclear if the world can get over its Fukushima-induced fission phobia, & alternate energy sources when economical, plus greater efficiency & conservation. Should the world cool, that too would tend to reduce CO2 levels after some lag.
http://wattsupwiththat.com/2013/11/16/a-view-of-science-worth-reflecting-upon/#comment-1477973
Mike M says: November 17, 2013 at 1:17 pm
…and then … CO2, (or something to do with more CO2 such as NPP), ‘somehow’ drives temperature back down. Simply making an observation of the data (again, as I am aware of it).
Allan:
Sorry Mike – Occam says hokum.
http://en.wikipedia.org/wiki/Occam's_razor
There is no need for your complex hypo.
The change in temperature is natural, and CO2 just follows it – up AND down.
Which doesn’t respond to your question as to whether c. 2000 was the peak of this WP. It might have been, although IMO it actually wasn’t warmer than the 1930s peak. Insofar as the reconstructed records go, WP peaks seem to occur fairly early, with the Medieval WP apparently hitting its high around AD 1000. It’s a little too neat (or millennial) to say the peaks were 1000 BC “Minoan” (not a good name), BC/AD Roman, AD 1000 Medieval & 2000 Modern.
@milodonharlani
> It’s not the comparative ending that implies
> “than need be”, but the logic of the statement.
If Einstein had said “Make everything as simple as needed, but no simpler” then I would agree with you. “Man soll die Dinge so einfach machen wie noetig – aber nicht einfacher”
But the phrase he used, “make simple as possible” (einfach machen wie moeglich), does not convey the notion of minimally required simplicity. So, (are we allowed to criticize Einstein?) he should have made this notion of ‘necessity’ more clear by saying “too simple” instead of “simpler”.
Hence the motive for my paraphrasing: “Man soll die Dinge so einfach machen wie moeglich – aber nicht zu einfach”
IMHO!
John Day says:
March 22, 2014 at 2:43 pm
Yes, you’re not only allowed but should be encouraged, IMHO, to criticize Einstein & any other scientist for his or her work & the precision of language (& math) used to describe his or her methods & findings.