Hmm, the contiguous US, and the last decade. So the claims actually say nothing about global warming, and nothing about global climate change. But fake skeptics probably won't notice the difference. Here's a good examination of Curry's claims, read it and weep fake skeptical beaver:
Judith Curry Opens Mouth, Inserts Foot
Posted on 
October 30, 2011 | 
184 Comments                                             
NOTE: See the UPDATE at the end of this post.
  I didn’t expect Judith Curry to embarrass herself more than she did with her fawning over 
Murry Salby’s folly.  But she’s topped (perhaps I should say “bottomed”) herself by a huge margin.
  Anthony Watts was so excited he actually suspended his blog hiatus to 
report the story.  He quotes the 
GWPF that “BEST Confirms Global Temperature Standstill,” and cites a 
story in the Daily Mail  reporting that Judith Curry (a member of the Berkeley team) has roundly  criticized Richard Muller (leader of the Berkeley team), on much the  same basis.  He quotes Curry herself, from the article:
As for the graph disseminated to the media, she said: ‘This is “hide the  decline” stuff. Our data show the pause, just as the other sets of data  do. Muller is hiding the decline.
With this statement, Curry reveals how little she understands the data  created by the team of which she is a member, let alone the “other sets  of data.”  Which we might have anticipated, given that from what we’ve  seen, she made little or no contribution to the actual Berkeley 
analysis.
  Judging by her comments, it’s a good thing for the Berkeley team that she didn’t.  The 
Daily Mail quotes her thus:
‘There is no scientific basis for saying that warming hasn’t stopped,’  she said. ‘To say that there is detracts from the credibility of the  data, which is very unfortunate.’
That’s a pretty strong statement, Judith.  Do you have a 
scientific basis to back it up?  Have you actually analyzed the data from your own team?  Do you even 
know?
  Now that the 
Daily Mail and Anthony Watts have not only let the  cat out of the bag but put it on display to make a “scandal” out of it,  Curry seems to want to distance herself from her criticism.  On 
her own blog she says:
I told Rose that I was puzzled my Muller’s statements, particularly  about “end of skepticism” and also “We see no evidence of global warming  slowing down.”
  When asked specifically about the graph that apparently uses a 10 year  running mean and ends in 2006,  we discussed “hide the decline,” but I  honestly can’t recall if Rose or I said it first.  I agree that the way  the data is presented in the graph “hides the decline.”  There is NO  comparison of this situation to Climategate.  Muller et al. have been  very transparent in their methods and in making their data publicly  available, which is highly commendable.
  My most important statement IMO is this: ‘To say that there is detracts  from the credibility of the data, which is very unfortunate.’  My main  point was that this is a very good data set, the best we currently have  available for land surface temperatures.  To me, this should have been  the big story:  a new comprehensive data set, put together by a team of  physicists and statisticians with private funds.  Showing preliminary  results is of course fine, but overselling them at this point was a  mistake IMO.
It seems to me that there are only two possibilities.  Either Judith  Curry hasn’t bothered to analyze the data from her own team — or she’s  not competent to.
  Just 
looking at the data isn’t enough.  It’s all too easy to view  some graph and get the wrong impression — in fact that what groups like  GWPF exploit.  Here, for instance, is the graph featured by GWPF:
  
	
  The impression it gives, that global warming has stopped, is 
wrong.   It’s the kind of easy misinterpretation based on the absence of both  context and analysis which is constantly exploited by fake skeptics.  I 
expect GWPF to disdain both context and analysis.  But Judith Curry is supposed to be an actual scientist.  I’m skeptical.
  Since Judith Curry seems unwilling or unable to do the analysis, we’ll  just have to do it for her.  Let’s start with the data used by GWPF.   Here it is with a trend line:
  
	
  Please note that it starts in January 2001 and ends in May 2010, so it covers a tiny bit 
less than a decade!  That’s a great big “red flag.”
  The slope of the trend line (from ordinary least squares) is only 0.03  deg.C/decade.  It’s fair to call that “flat.”  But the standard error  from that calculation — even if we use a white-noise model — is 0.13  deg.C/decade.  So the real value could be as high as 0.29 deg.C/decade —  which, curiously enough, is a tiny bit 
higher than the trend  rate in the Berkeley data from 1975 to the present — a period for which  you can only deny warming if you’re both blind 
and insane.  And  yes, it could easily be an even higher slope since we’ve used a  white-noise model, which underestimates the uncertainty.  
Hey Judith: there’s a scientific basis for you.
  But that’s not all!  The 
Berkeley data also include uncertainty levels for each monthly value.  Let’s graph the uncertainties:
  
	
  Whoa!!!  What’s that huge spike at the end?  It rises faster than a “hockey stick”!
  The huge spike is the huge uncertainty level of the final two data  points — April and May 2010.  While the other data have uncertainty  levels around 0.1 deg.C, those two months have uncertainty levels of 2.8  and 2.9 deg.C.  Which makes them, plainly, unreliable.
  And notice that one of those too-uncertain-to-be-useful data points is  the deep “dip” at the end, the April 2010 value which is about 2 deg.C  below the trend line.  It’s called an “outlier,” in fact it’s an outlier  of the first magnitude, a really big super-giant “this ain’t right”  staring you in the face.  And since it’s a super-giant 
dip it’s gonna skew the trend estimate low.  The simplest 
correct thing to do is to omit those two data points.
  So let’s do it again, but end at March 2010 rather than include the  uber-fuzzy April and May 2010 data.  Here’s the trend line from 2001:
  
	
  Now it’s noticeably upward.  The estimated slope is 0.14 deg.C/decade —  more than four times as large, just from removing two errant data  points.  Its standard error is 0.11 degC/decade, so the real trend rate  could be as high as 0.36 deg.C/decade, quite a bit 
larger than  the average rate since 1975.  And yes, it could easily be an even higher  slope since we’ve used a white-noise model, which underestimates the  uncertainty.  
Hey Judith: there’s another scientific basis for you.
  To show just how sensitive the results are to such a short time span —  and how misleading it can be to make pronouncements on that basis —  let’s consider a time span just one year longer, starting in 2000 rather  than 2001.  That gives this:
  
	
  Now the trend rate is up to 0.27 deg.C/decade.  That’s just about the same as the trend rate from 1975!  
Hey Judith: there’s another scientific basis for you.
  As a last bit of analysis, let’s omit the outlier data, then compute the  trend for each starting year to the present, for all start years from  1975 to 2005.  Let’s also estimate the confidence intervals using a more  realistic error model.  What would that show?  This:
  
	
  The red dashed line shows the trend rate from 1975.  Note that 
not one single start year gives an estimate which contradicts that rate.  That is evidence — damn strong evidence in fact — that the underlying trend rate has not changed since 1975.  
Hey Judith: there’s a REAL scientific basis for you.
  Here’s the kicker: the uncertainty in those trend rates is probably  higher, perhaps by a substantial amount, because that graph is based on  an AR(1) model for the noise.  Using an ARMA(1,1) model instead gives  this:
  
	
  That shows just how mistaken, how foolish, how downright boneheaded it  is to say that “There is no scientific basis for saying that warming  hasn’t stopped.”
  Judith Curry’s statement is exactly the kind of ill-thought-out or  not-at-all-thought-out rambling which is an embarrassment to her, and an  embarrassment to science itself.  To spew this kind of absolute  nonsense is shameful.  Judith Curry, you should be ashamed of yourself.
  Richard Muller, the target of Curry’s ire, also managed to embarrass himself:
However, he admitted it was true that the BEST data suggested that world  temperatures have not risen for about 13 years. But in his view, this  might not be ‘statistically significant’,  although, he added, it was  equally  possible that it was – a statement which left other scientists  mystified.
Of course we’re mystified.  Didn’t you do the analysis?  Don’t you know?   Honestly, what kind of insane world do we live in when we get this  level of discussion about one of the most crucial issues of our time,  from people who are supposed to be scientists?
  In my opinion, the WORST aspect of this is that Judith Curry states  unequivocally that “Our data show the pause,” which utterly ignores the  extreme level of 
uncertainty in temperature trends over periods  as short as 10 years or less, after she has so often indulged in  self-righteous posturing on her own blog about the “uncertainty  monster.”  It looks like the “uncertainty monster” decided to turn  around and bite her on the ass.
  Regarding Curry’s involvement with the press release, and the submission of papers, the 
Daily Mail reports that “
Prof.  Muller failed to consult her before deciding to put them on the  internet earlier this month, when the peer review process had barely  started, and to issue a detailed press release at the same time.”  She stated, “
It would have been smart to consult me.”  On her blog she says:
My continued collaboration on this project will be discussed this week with Muller and Rohde.
It seems to me that what would 
really be smart is to find someone else to be on the Berkeley team.
  
UPDATE:
  Judith Curry protests that she was misrepresented by the article in the 
Daily Mail,  and several readers have mentioned that David Rose, the author of the  article, is just the man to do such a thing.  It’s easy to believe that  she was indeed the victim of his malfeasance.
  But even after reading this post, she still hasn’t disavowed the statement “
There is no scientific basis for saying that warming hasn’t stopped.”  In fact she commented on her own blog saying, “
There has been a lag/slowdown/whatever you want to call it in the rate of temperature increase since 1998.”  Question for Curry: What’s your scientific basis for this claim?
 The statistical accumen shown by Currie is pretty shakey. I anticipate the same old comments about lies, damned lies, and statistics, but that is a refuge of those who refuse to accept analysis that contradicts their favoured position on this topic. Tamino has used standard statistical analysis, and anyone who wants to make claims about the trend will require statistics.