1. Sept 2003PHYSTAT11 … of short-distance processes using perturbative QCD (NLO) The challenge of Global Analysis is to construct a set of PDF’s with good agreement between data and theory, for many disparate experiments. Global Analysis

2. Sept 2003PHYSTAT12 Perfect agreement for all experiments simultaneously will not be possible because of systematic errors – both experimental and theoretical. Our philosophy is to make compromises between different experiments that are not perfectly compatible; to get satisfactory * agreement with every data set. * which needs to be defined The problem of balance. How much weight should be given to each of two competing experiments?

3. Sept 2003PHYSTAT13 The program of Global Analysis is not a routine statistical analysis, because of systematic differences between experiments. We must sometimes use physics judgement in this complex real-world problem. CTEQ group MSU subgroup J Pumplin, D R Stump, W K Tung P Nadolsky, H L Lai J Huston, R Brock other CTEQ members are also involved J Collins, F Olness, J Owens, S Kuhlmann,… have developed the methods used for uncertainty analysis both theorists and experimentalists C. T. E. Q.

4. Sept 2003PHYSTAT14 Parametrization

5. Sept 2003PHYSTAT15 CTEQ6 -- Table of experimental data sets H1 (a) 96/97 low-x e+p data ZEUS 96/97 e+p data H1 (b) 98/99 high-Q e-p data D0 : d 2  /d  dpT

6. Sept 2003PHYSTAT16 Global Analysis data from many disparate experiments

7. Sept 2003PHYSTAT17 The Parton Distribution Functions

8. Sept 2003PHYSTAT18 Different ways to plot the parton distributions Linear Logarithmic Q 2 = 10 (solid) and 1000 (dashed) GeV 2

9. Sept 2003PHYSTAT19 In order to show the large and small x regions simultaneously, we plot 3x 5/3 f(x) versus x 1/3. {Integral = momentum fraction}

10. Sept 2003PHYSTAT20 Comparison of CTEQ5 and CTEQ6 Adding new data and applying new methods of analysis — how much change results in the final PDF’s?

11. Sept 2003PHYSTAT21 Comparison of CTEQ6 and MRST2002 blue curves : CTEQ6M black dots : MRTS2002 gluon and u quark at Q 2 = 10 GeV 2