360
Affymetrix GeneChip
®
Genotyping Analysis Software User’s Guide
constrained to sum to zero. We repeat this step by fitting the above
model separately to the allele
B
probes.
For each SNP
n
, the multi-chip model reduces and produces
2-dimensional estimates of S
i
n
=(S
Ai
n
, S
Bi
n
), which are summary
measures of the allele
A
and
B
intensities for chip
i
. The model is
applied to the training set and test set separately. Note that BRLMM
only uses the perfect-match intensities for the model. Preliminary
investigation showed that including the mismatch probes in the
model did not yield better (i.e., more readily separated) estimates
for S. We are continuing to explore the topic of using mismatch
probes in our analysis.
Clustering Space Transformation
When signals for the two alleles of the SNP across all experiments have
been identified, distances between a prototype (cluster center) for a
given genotype (AA, AB, BB) and the actual data seen in any one
experiment can be evaluated. However, raw signal value, while very
useful for expression analysis, is not perfectly suited for genotype
cluster analysis. Each pair of signals for each experiment is transformed
into a space with properties more suitable for evaluating genotypes.
Figure D.2
Clustering Space Transformations.
GTYPE_manual.book Page 360 Wednesday, August 2, 2006 11:31 AM
Summary of Contents for iServer MicroServer iTHX-M
Page 9: ...Introduction GTYPE_manual book Page 1 Wednesday August 2 2006 11 31 AM...
Page 10: ...GTYPE_manual book Page 2 Wednesday August 2 2006 11 31 AM...
Page 19: ...Chapter 1 GTYPE Overview GTYPE_manual book Page 11 Wednesday August 2 2006 11 31 AM...
Page 20: ...Chapter 1 GTYPE_manual book Page 12 Wednesday August 2 2006 11 31 AM...
Page 55: ...Chapter 2 Getting Started GTYPE_manual book Page 47 Wednesday August 2 2006 11 31 AM...
Page 56: ...Chapter 2 GTYPE_manual book Page 48 Wednesday August 2 2006 11 31 AM...
Page 85: ...Chapter 3 Working with Images GTYPE_manual book Page 77 Wednesday August 2 2006 11 31 AM...
Page 86: ...Chapter 3 GTYPE_manual book Page 78 Wednesday August 2 2006 11 31 AM...
Page 114: ...Chapter 4 GTYPE_manual book Page 106 Wednesday August 2 2006 11 31 AM...
Page 145: ...Chapter 5 Mapping Analysis Window GTYPE_manual book Page 137 Wednesday August 2 2006 11 31 AM...
Page 146: ...Chapter 5 GTYPE_manual book Page 138 Wednesday August 2 2006 11 31 AM...
Page 188: ...Chapter 6 GTYPE_manual book Page 180 Wednesday August 2 2006 11 31 AM...
Page 259: ...Chapter 7 Universal Tag Window GTYPE_manual book Page 251 Wednesday August 2 2006 11 31 AM...
Page 260: ...Chapter 7 GTYPE_manual book Page 252 Wednesday August 2 2006 11 31 AM...
Page 269: ...Chapter 8 Probe Intensity Window GTYPE_manual book Page 261 Wednesday August 2 2006 11 31 AM...
Page 270: ...Chapter 8 GTYPE_manual book Page 262 Wednesday August 2 2006 11 31 AM...
Page 283: ...Chapter 9 NetAffx Annotations GTYPE_manual book Page 275 Wednesday August 2 2006 11 31 AM...
Page 284: ...Chapter 9 GTYPE_manual book Page 276 Wednesday August 2 2006 11 31 AM...
Page 297: ...Chapter 10 Reports GTYPE_manual book Page 289 Wednesday August 2 2006 11 31 AM...
Page 298: ...Chapter 10 GTYPE_manual book Page 290 Wednesday August 2 2006 11 31 AM...
Page 314: ...Appendix A GTYPE_manual book Page 306 Wednesday August 2 2006 11 31 AM...
Page 325: ...Appendix B MPAM Mapping Algorithm GTYPE_manual book Page 317 Wednesday August 2 2006 11 31 AM...
Page 326: ...Appendix B GTYPE_manual book Page 318 Wednesday August 2 2006 11 31 AM...
Page 344: ...Appendix C GTYPE_manual book Page 336 Wednesday August 2 2006 11 31 AM...
Page 362: ...Appendix D GTYPE_manual book Page 354 Wednesday August 2 2006 11 31 AM...
Page 385: ...Appendix E Mapping Tool Algorithms GTYPE_manual book Page 377 Wednesday August 2 2006 11 31 AM...
Page 386: ...Appendix E GTYPE_manual book Page 378 Wednesday August 2 2006 11 31 AM...
Page 393: ...Appendix F IUPAC Base Codes GTYPE_manual book Page 385 Wednesday August 2 2006 11 31 AM...
Page 394: ...Appendix F GTYPE_manual book Page 386 Wednesday August 2 2006 11 31 AM...
Page 397: ...Appendix G File Types GTYPE_manual book Page 389 Wednesday August 2 2006 11 31 AM...
Page 398: ...Appendix G GTYPE_manual book Page 390 Wednesday August 2 2006 11 31 AM...
Page 402: ...Appendix H GTYPE_manual book Page 394 Wednesday August 2 2006 11 31 AM...
Page 405: ...Appendix I Hot Key Descriptions GTYPE_manual book Page 397 Wednesday August 2 2006 11 31 AM...
Page 406: ...Appendix I GTYPE_manual book Page 398 Wednesday August 2 2006 11 31 AM...
Page 409: ...Index GTYPE_manual book Page 401 Wednesday August 2 2006 11 31 AM...
Page 410: ...GTYPE_manual book Page 402 Wednesday August 2 2006 11 31 AM...