Did the Higgs Signal Fade?

August 31, 2011

When the Lepton-Photon conference started 10 days ago there was a report in the Guardian that the signal for the Higgs boson reported at the earlier Europhysics conference had “faded”. They even put figures on it saying that the excess observed by ATLAS had decreased from 2.8 to less than two and in CMS from 2.8 to 2.3. The message was echoed in other papers who picked up the story and was also reported at the conference by the collaborations themselves with CMS saying that “Excess in the low mass range seems to persist but with reduced significance.”

The cause of this change was said to be the addition of some new data into the analysis, but I think this has to be looked at in more detail, so I have been doing some more combinations of the LHC data and am now working from the individual decay channel plots. The first clue that the story is not quite as straightforward as it seems comes when you look at what was said by CMS about the WW decay channels at the conferences. here first is the slide from Europhysics.

You may need to click to see full-sized. This slide shows that there are two distinct analysis methods available, “Cut based” and “MVA based”. The MVA gives a much better result as shown by the lower expected CLs line. In fact it is about as good as twice as much data. You will also notice that the excess from the MVA analysis was bigger which is what you would expect if the signal is real. Indeed the MVA analysis was the one used in the final CMS combination for Europhysics.

Now look at what they said at Lepton-Photon.

This shows just the Cut-based analysis with a note that the MVA-based result is coming soon! They have used 1.5/fb compared with 1.09/fb at EPS but remember that the MVA method is as good as twice as much data, so in fact the data used for WW at EPS was better and they took a backward step. The WW channel dominates the plot over the crucial range where the biggest excess was observed. You can even see directly that the expected CLs line went up higher in the LP plot compared to EPS, so really they took a step backward. A fading excess is therefore exactly what we should expect.

To see how much the excess actually changed we can reconstruct the EPS plot using the cut-based data and do the same thing for LP data. This is what we get

What we find is that there has been a small decrease in the excess in places, but not by much.

The natural thing to do next is to construct the plot using the MVA based data from EPS for the WW channel with the other channel data from LP. Since the EPS data was better for WW we should get the best possible results this way.

This brings back the broad excess previously seen with almost 3 sigma significance at 140 GeV. So what we can now say is that the observed decrease in the excess for CMS was mostly due to a change in the analysis rather than a statistical fluctuation as implied.

What about the ATLAS data? They were reported to have an even bigger decrease in the excess from 2.8 to less than 2 sigma. Here are my plots reconstructed from individual channel data.

There is some decrease in the excess but not as much as advertised. In fact the signal does not appear to have been as strong as originally claimed in the first place. Of course my combinations may not be as accurate as the official ones, but at least I can be sure the analysis has not changed, just the data.

Conclusion: The CMS excess did not fade at all, the difference was due to a change in the analysis from Cut-based to MVA-based for the dominant WW channel. The ATLAS combinations when reconstructed consistently only show a small decrease in the excesses. Not the large decrease advertised. Higgs boson hints are still alive.

Higgs excluded from 130 GeV to 480 GeV (Illustrative)

August 29, 2011

There are a few interesting workshops and conferences on today that are presenting results from LHC and Tevatron. In particular the “Implications of LHC results for TeV-scale physics” meeting at CERN all this week is the most likely place to look for new results, and indeed the following plot has just been shown by Eilam Gross.

This is an “illustrative” combination of the ATLAS and CMS Higgs searches which appears to be based on the data presented at lepton-Photon-2011. If you look carefully at where the black line crosses the 95% confidence level limit you will see that it excludes the standard model Higgs between 130 GeV and 480 GeV.

A Higgs below 130 GeV disfavours the standard model on its own because of vacuum instability. It might be OK if the vacuum remains metastable with a sufficiently long lifetime but if the mass is a bit smaller then such a universe becomes a very dangerous place to live. The safer explanation would be that the light Higgs is stabilised by extra particles which would have to look very much like a Higgsino or a stop. I.e. SUSY.

The excesses above 130 GeV are still there. It is difficult to read their size from this plot but they are obviously not due to a standard model Higgs. They could be from another boson with a smaller cross-section, or they may just be the effects of uncertainty in measuring the missing energy of the neutrinos in the WW channel.

No doubt more data will added soon and some possibilties are:

  • Excesses at 120 GeV could grow to a robust signal of a light Higgs, suggesting supersymmetry
  • The curve may continue to descend until the whole mass range is excluded according to the standard model
  • The 140 GeV excess could bounce back up from the grave to provide a standalone Higgs boson solution
  • The Higgs could appear at higher mass than 480 GeV, posing other problems for the standard model.
  • Some completely unexpected signal of electro-weak symmetry breaking could emerge.

Of course the plot is marked as “Illustrative” and I have no idea what other caveats the speaker has added (but see remarks in comment section from the speaker).

Update: For the record it turns out that the above plot used a combination formula which is not too good for observed CLs. See comments from its constructor below. It would be wrong to use it to draw any conclusions. You should think of it as an illustration of how missleading a combination can be if not done correctly. :) It was removed from the uploaded slides.

My own combinations use a different formula which I believe is much better. They do not yet show an exclusion at 140 GeV.

A Typical LHC plot

August 28, 2011

Here is a typical LHC plot :)

As you can see, with 1.1/fb CMS has observed one event in a channel that may give a signal of a Higgs through decay to two Z bosons which in turn decay to two tau leptons and two other leptons. This is consistent with standard model backgrounds shown.

It will require about 100 times as many events for this channel to make any real impact on the search for the Higgs boson. Luckily the LHC will eventually record a few thousand /fb so this channel will be very useful.

There are other channels with better cross sections but results ao far shown have still used just a few events, or they are swamped by thousands of background events. It is possible to combine several channels and compare with what is expected from a particular theoretical model such as a standard model Higgs boson or MSSM supersymmetry, but such models tend to work in a reduced parameter space and may not match reality well. In the case of supersymmetry they look at models where a stable lightest particle is in reach of the LHC so that it shows up in missing energy searches. It would have been nice if this led to a quick discovery but it hasn’t.

Int ime each of these channels will be populated with lots of events and can be compared with standard model backgrounds. Bumps could appear anywhere leading to the discovery of some new particle. Once its properties are mapped through its different decay modes it can be fitted into a new model, which may or may not correspond to a supersymmetric multiplet.

People are starting to say that supersymmetry is in a corner, or even that the LHC seems to be incapable of producing new physics. It is far too early for any such conclusions. We need to be patient.


Higgs Signal Plots

August 23, 2011

It is traditional to present the results of searches such as Higgs hunting as Brazil plots that show us where a signal can be excluded at 95% confidence, but when the data starts to show a positive signal it is better to show signal plots like the one below. This is just the observed confidence level limit minus the expected with the error bands for one and two sigma statistical variation shown around the signal level line.

In this plot an absence of a Higgs boson is indicated by the black line being at the red zero line, but the presence of a standard model Higgs is indicated by meeting the green line at one.

Here I am using the latest CMS and ATLAS data shown at Lepton-Photon 2011 as well as the Tevatron combination shown at EPS 2011

This gives a much clearer picture of what is going on. Above 155 GeV the signal is nicely consistent with no Higgs. Below 135 GeV the signal is right in the middle but the error bands are large and easily allow for either a Higgs or no Higgs.

The middle region is more interesting. From about 135 GeV to 150 GeV it disfavours both a signal and no signal of a standard model Higgs. It is tempting to say that this rules out standard model physics in this region but I think it is too soon to draw such a conclusion. It may be that there is a SM Higgs boson at say 140 GeV but the resolution is not sufficiently good to get a clean signal there, or more data may see the line fluctuate down to the no signal level.

It is important to remember that we are still at the stage where just a few signal events have a big effect on the curve. More detail will emerge with more data. Furthermore, the plot above is only an approximation that does not properly take into account all uncertainties and correlations.

The LHC is now entering a Machine Development and Technical Stop phase for the next two weeks with 2.5/fb recorded in each of ATLAS and CMS. There are no big conferences on the horizon but both experiments have CERN seminars scheduled for the middle of September. With luck they might update all the channels and give us another update soon. Hopefully they will also do some official combos for both exclusion and signal plots.

In case you were wondering what it would have looked like with the EPS data, here it is.

New Unofficial Higgs Combo

August 22, 2011

Sadly CERN decided not to show any full LHC Higgs combinations today but we can always do an unofficial version again using the new ATLAS and CMS plots with more data. From 200 GeV to about 500 GeV everything is excluded and above that there is not enough data to say much so we just look below 200 GeV now. This is what we get

The previous Combo after EPS was consistent with a standard model Higgs somewhere between 125 GeV and 145 GeV, or a more complex mixture of bosons over a wider range. The conclusion has now swung back away from the standard model with masses above 135 GeV all but eliminated. There is still a signal for something but it is much less strong than before. The 3-sigma “observation” that CERN could have claimed has gone.

Technically there is still a chance for a boson at around 140 GeV, and a standard model Higgs boson is not excluded around 130 GeV but in that case the vacuum would be unstable or metastable unless there is something else such as superpartners. The Higgsless models have also been resurrected with an outside chance that the excess could fade away completely.

The case for a lighter Higgs at around 120 GeV is still wide open.

If you are wondering what it looks like with the Tevatron data added, the only difference is at the low mass end. Conclusions don’t change.

New Higgs Combos from ATLAS and CMS

August 22, 2011

As we wait for the Lepton-Photon conference to begin, ATLAS have released some new Higgs combination plots in a conference note. These have added 2.3/fb in the H->ZZ->4l channel and 1.7/fb in the H->WW->llνν channels.

CMS is also showing plots with 1.7/fb at LP11 now. Things are not going as predicted. Instead of showing a combination of the ATLAS and CMS data from EPS they are showing individual plots with more data. Great news!

There is a press release from CERN that plays down the excesses seen at EPS pointing to the fact that they have diminished with the new data. One reason why they probably do not want to show the combined plot from EPS is that it strengthens the excess and this could lead to premature conclusions.

Compare the ATLAS plot above with the EPS result below to see how the excess has dropped

You have to remember that these excesses are still based on a very small number of events so there are going to be fluctuations like this until more data has been gathered.

Here is the CMS plot shown at LP11 today with a similar story

Has the LHC seen a Higgs Boson at 135±10 GeV?

August 13, 2011

Once again rumours are circulating that the Higgs Boson has been seen and now they are more stronger than ever. At the EPS conference it was seen that both ATLAS and CMS have an excess of events peaking at around 144 GeV. Fermilab had a signal in the same place but much weaker. At the Lepton-Photon conference starting 22nd August ATLAS and CMS will unveil their combined plot. The question is, will the combined signal at 144 GeV be enough to announce an observation over 3-sigma significance?

Needless to say some early versions of the combined plot have already been leaked but rather than show results that may change I am just going to discuss my own unofficial combinations that are not very different. So here again is my combined plot for CMS, ATLAS and the Tevatron.

This shows a brought excess peaking at 144 GeV where it is well over 3-sigma significance. It extends from 120 GeV to 170 GeV above 2-sigma most of the way but it shows an exclusion above 147 GeV at 95% confidence. The signal is the expected size for a standard model Higgs boson from 110 GeV up to 145 GeV but is excluded by LEP below 115 GeV. What could it be, a Higgs boson, two Higgs bosons or something else?

The width of the Higgs boson is determined by its lifetime and at this mass it should be no more than 10 GeV. However there is a lot of uncertainty in the measured energy in some of the dominant channels. Some useful plots shown at Higgs Hunting 2011 by Paris Sphicas show what a simulated signal looks like in the WW channels and it is clear from these that a Higgs boson at 130 GeV or 140 GeV is perfectly consistent with the broad signal now observed.

There is also a hint of a signal around 120 GeV but it is not strong enough for a claim. I would say that overall this plot is consistent with a single Higgs boson with mass between about 125 GeV and 145 GeV or more than one Higgs boson in the range 115 GeV to 150 GeV. Whatever it is, the significance is enough to claim that a Higgsless model is now unlikely to be right unless some other particle is mimicking the Higgs boson in this plot and it is probably a scalar. Afterall, we can’t really say that the signal is definitely a Higgs boson until we can confirm that it has the right cross-section in some of the individual channels.

What does this say for SUSY and other models? The MSSM requires a Higgs boson below 140 GeV. In detail the signature would be different from the standard model Higgs boson. If there were a Higgs below about 130 GeV the vacuum would be unstable (but perhaps metastable) I think something as light as 120 GeV would be hard to accept as a standalone Higgs boson and would have to be stabilised with something that looks like either a SUSY stop or a Higgsino. On the other hand a 140 GeV Higgs can easily exist on its own and requires no new physics even at much higher energy scales. At this point we cannot rule out either MSSM or a lone Higgs boson.

Earlier I said that the electroweak fits could kill the standard model and that is still the case. At Higgs Hunting 2011 Matthias Schott from the gfitter group told us that a Higgs at 140 GeV has just a p-value of 23% in the fit which includes the Tevatron data. This is far short of what is required to rule it out but it tends to suggest that there may be something more to be found if the gfitter data is good (count the caveats in that sentence.) So just how good is the gfitter data?

This plot shows the effect on the electroweak fit of leaving out any one of the measurements used.

The green bar shows the overall preferred fit for the Higgs boson mass giving it a mass of 71 GeV to 122 GeV. But anything below 114 GeV is excluded by LEP. Anything below 122 GeV would certainly favour SUSY which is why this plot has been encouraging for theorists who prefer the BSM models. Indeed it is possible to get a much better fit to the data with just about anything other than the standard model.

How seriously should we take this? To get back some sanity have a look at the effect of the Al measurement. The fit includes two separate measurements of this parameter, one from LEP and one from SLD (SLAC Large Detector). The reason for using the two is that they disagree with each other at about 2-sigma significance. This could just be statistical error in which case we should use the combination of them both, but suppose it is a systematic error in one or other of the experiments, such as a mismodelled background? Removing the SLD measurement would push the preferred Higgs mass up and widen the error bars so that anything up to 160 GeV becomes a reasonable fit.  This is just one example of how a measurement could compromise the fit. That being the case I think we should not take the fit too seriously if we have good direct evidence for something different, and now we do.

In conclusion

From reliable sources I am expecting CERN to issue a press release about the status of the search for the Higgs Boson next week in advance of the LP2011 conference. If the official Higgs combination is similar to my version (the leak shows that it is) then they have the right to claim an observation (but not a discovery) of a strong signal consistent with a Higgs boson at 144 GeV (or soewhere else nearby). They cannot excluded other BSM signals including MSSM. I don’t know exactly how they will spin it but they will want the media to take notice.

For more details we will need to await the next analysis. Given present results and the extra data already recorded I am sure we will not have to wait too long.

Help CERN search for the Higgs boson

August 11, 2011

If you have been following our reports on new developments in the search for the Higgs Boson you may be itching to get involved yourself. Now you can by joining LHC@Home 2.0 a new project for people to run simulations of LHC particle collisions on their home PCs.

Projects like this used to be difficult to set up because the software is written to run on LINUX systems, but a new virtual machine environment from Oracle has made it much easier. CERN runs simulations on a powerful global computing grid but you can never have too much CPU time for the calculations they have to do.

Running monte carlo simulations to compare with the latest experiments is an importnat part of the analysis that goes into the plots they show at the conferences. CERN have been making extraordinary efforts to show results as quickly as possible to the public but these calculations is one of the limiting factors that keeps us waiting. Getting the public involved in the process may be one way to solve the problem.

Better Higgs Combinations

August 6, 2011

During the recent EPS conference when some new Higgs Exclusion plots were unveiled I has a stab at putting together some combinations of the plots using some basic formulas. Despite the broad caveats I gave them the plots got a surprising amount of attention. At a plenary session during EPS Bill Murray referred to my plots as “nonsense based on absolutely nothing” (which is not too far from the truth). Then at the Higgs Hunting workshop that followed EPS, John Ellis showed my “bloggers conbinations” saying that they were garbage but in the absence of anything better he would use them anyway. I hope this all added to everyone’s amusement and excitement as all the great new results were shown and discussed.

The formulas I used in those combinations were just quick guesses but they worked quite well for the Tevatron combination of CDF and Dzero Higgs results. In two or three weeks the LHC will reveal their combination for ATLAS and CMS at the Lepton-Photon conference in Mumbai so we will see how well my combination for that worked too.

Now that there has been a little more time to think about it I have looked at the basic statistic theory behind the plots to see why my formulas worked (so far). As a result I have come up with some improvements so I want to show some new plots that I think will be more accurate.  There will be many more plots to combine in the near future as the LHC and Tevatron continue to churn out more data, so if they do work even approximately they may have some real use.

First some theory. Imagine you are looking for a signal of new physics in some decay channel. The standard model (without Higgs) will predict a certain background cross-section b in a given mass bin. The new process (such as a Higgs decay) will add a signal cross section s to give a total cross-section b+s . After gathering lots of integrated luminosity L you may see N events with the required signal so you calculate the observed cross-section x = \frac{N}{L} . Now you are interested in whether x corresponds to the background b  or the background plus signal b+s . In practice you can’t be sure so you have to look at the uncertainty.

To make things even simpler I am going to assume that the signal is smaller than the background but there are plenty of events N . For a Higgs search this is a better approximation for low mass than for bigger mass but there are lots of other things we are going to ignore so why not start here?

Our estimate of the cross section x has an uncertainty which we can write as \sigma = \pm \frac{x}{\sqrt{N}} . One thing we can say is that with 95% confidence the cross section is less than a limit x + 2 \sigma . We calculate the limit minus the background over the expected signal

CL_s = \frac{x -b +2 \sigma}{s}

If this is less than one it means that the cross-section is less than the signal required for the Higgs boson with 95% confidence. This is roughly what the experiments plot against the Higgs mass. They also look at background uncertainty, trial error and combine different channels in a non-trivial way, but let’s ignore those things and see what happens. The expected value if there is no signal is just what we would get for CL_s if x = b . This is also added to the plot as a function of mass with the familiar green and yellow uncertainty bands.

Now imagine that there are two experiments measuring the same quantity. They have different amounts of luminosity recorded and may be working at different energies and they will surely see different number of events. For now let’s pretend the background and signal are the same for each. This would be roughly true for two experiments at the same collider, but since the actual values of these numbers will not enter into the final formula we can try and use it even for different colliders.

For experiment 1 the observed value of CL_s is

c_1 = \frac{x_1 (1 + \frac{2}{\sqrt{N_1}}) - b}{s}

and for the expected value it is

e_1 = \frac{2 b}{ s \sqrt{ b L_1} }

Similarly for experiment 2 with observed and expected CL_s , c_2 and e_2. If we combine the two sets of events we will have N = N_1 + N_2 events in total, and total Luminosity L = L_1 + L_2 . This combination of luminosities can be substituted into the formula for excpected CL_s to derive the following combination law

e = \frac{1}{\sqrt{\frac{1}{e_1^2 } + \frac{1}{e_2^2 }}}

This is exactly the formula I used before, so far so good. However I used the same formula to combine the observed $CL_s $, this was not quite correct. The excess \Delta = c - e is given by

s \Delta = (x - b) (1 + \frac{2}{\sqrt{N}} )

Using the large N approximation this reduces s \Delta = x - b . If you dont like this approximation and you know the signal to background ratio you can improve it. I found that this does not make much difference in practice.

The observed cross-sections combine with weights given by the luminosities

x L = x_1 L_1 + x_2 L_2

Which implies a similar combination law for \Delta . Using the relationship between the expected CL_s and the luminosity this reduces to

\frac{\Delta}{e^2} = \frac{\Delta_1}{e_1^2} + \frac{\Delta_2}{e_2^2}

This allows us to combine the observed and expected CL_s without knowing the background cross-sections.

Here is what it does for the combination of CDF and Dzero. This is slightly better than my previous attempt when compared with the official combination shown at EPS.

Next here is the new result for the LHC combination that has not yet been shown officially.

As you can see this gives much more significant excesses than my earlier combination. It is even a little above the upper limit of the grey uncertainty area I drew before. The broad excess around 140 GeV is well over three sigma so it can be claimed as an “observation” of a candidate Higgs if this is how the official plot looks. The excess at 120 GeV is also hard to ignore at over 2 sigma and even the limit at the high end near 600 GeV cannot be ruled out. I hope that CERN will decide to extend the plot to higher masses so that we can see this a little better if it appears on their plot.

To look at this in another way we can plot just the size of the excess as seen on the logarithmic graph. In doing so it would be useful to know the expected size of the excess when there is a Higgs boson rather than when there is not as shown on the plot above. I can approximate this by adding 1 to the expected CL_s and showing it with the excess. I also hope CERN will decide to do an accurate version of this or something like it. It is fine to show expected values for no Higgs boson when you are just excluding, but as soon as a signal appears you need to know what a signal is expected to look like with the boson.

This plot is less familiar so let me explain what it is telling us. The black line shows the observed excess in numbers of sigma. There is a broad region of excess above two sigma for masses from 112 GeV to 172 GeV, but this is below the red exclusion line above 149 GeV. It lies within the bands for an expected Higgs boson signal between 110 GeV and 144 GeV. 144 GeV is also where we see the maximum excess at 3.4 sigma, but there is also a minor peak at 119 GeV where the signal reaches 2.6 sigma. Finally there is also a less significant peak at 580 GeV of 1.7 sigma. Although the plot does not exclude a signal for a small window around 250 GeV this is lower than the excess expected for a Higgs boson.

That is not the end of the story because we also have the full Tevatron combination and we can add that in as well to produce a global Higgs combination plot. Nothing changes above 200 GeV so here is a closeup of the  low mass window

The excess at 120 GeV is a little reduced, but otherwise the message is similar.

With twice as much data now recorded by ATLAS and CMS we can expect some clarification on what this is telling us quite soon. Until then the conclusions are uncertain and you are free to speculate.

Juno set for launch

August 5, 2011

NASA is set to launch the billion dollar space probe Juno today. It is destined for a long voyage to Jupiter where it will enter orbit to study the planet and its moons in more detail then previous missions such as Galileo.  The journey will take six years and will include flybys of Mars and Earth to send it further out to the gas giant.

If all goes well the rocket will be sent into space on an ATLAS rocket in the next few minutes (12:25 local time). You can watch it on NASA TV.

Update: The launch was a success. Here is a recording in case you missed it.



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