X
Search Filters
Format Format
Format Format
X
Sort by Item Count (A-Z)
Filter by Count
Journal Article (5577) 5577
Publication (599) 599
Conference Proceeding (177) 177
Book Chapter (109) 109
Book / eBook (58) 58
Book Review (34) 34
Dissertation (17) 17
Newspaper Article (7) 7
Magazine Article (3) 3
Government Document (2) 2
Technical Report (2) 2
Data Set (1) 1
Paper (1) 1
Reference (1) 1
more...
Subjects Subjects
Subjects Subjects
X
Sort by Item Count (A-Z)
Filter by Count
humans (1672) 1672
index medicus (1621) 1621
analysis (1285) 1285
optimization (792) 792
female (787) 787
male (777) 777
mathematical models (686) 686
surrogate (681) 681
models (669) 669
algorithms (647) 647
computer simulation (576) 576
surrogate model (526) 526
middle aged (525) 525
adult (476) 476
environmental sciences (457) 457
surrogates (428) 428
computer science, interdisciplinary applications (426) 426
aged (395) 395
design (390) 390
engineering, multidisciplinary (380) 380
research (349) 349
animals (347) 347
biomarkers (345) 345
design optimization (337) 337
simulation (334) 334
ecology (331) 331
mechanics (324) 324
studies (306) 306
surrogate models (303) 303
methods (302) 302
engineering, chemical (301) 301
biodiversity (285) 285
energy & fuels (285) 285
statistics & probability (280) 280
surrogate end-points (274) 274
surrogate modeling (270) 270
engineering (267) 267
kriging (267) 267
usage (264) 264
cancer (263) 263
clinical trials (260) 260
engineering, mechanical (247) 247
oncology (239) 239
surrogate data (239) 239
surrogate marker (239) 239
mathematical analysis (238) 238
article (233) 233
model (229) 229
treatment outcome (223) 223
conservation (217) 217
operations research & management science (213) 213
approximation (206) 206
biological diversity (205) 205
thermodynamics (201) 201
biodiversity conservation (200) 200
global optimization (198) 198
management (197) 197
surrogate markers (194) 194
clinical-trials (193) 193
mathematical optimization (189) 189
prognosis (189) 189
risk factors (187) 187
uncertainty (187) 187
neural networks (183) 183
algorithm (180) 180
decision making (179) 179
public, environmental & occupational health (179) 179
regression analysis (179) 179
mechanical engineering (177) 177
time-series (172) 172
water resources (172) 172
risk (169) 169
neurosciences (167) 167
mathematics, interdisciplinary applications (166) 166
combustion (164) 164
engineering design (164) 164
health aspects (164) 164
accuracy (163) 163
reproducibility of results (160) 160
survival (160) 160
validation (157) 157
mathematics, applied (156) 156
mortality (153) 153
aged, 80 and over (152) 152
care and treatment (150) 150
surrogate endpoint (149) 149
time factors (148) 148
biological markers (147) 147
medical research (146) 146
medicine & public health (145) 145
diversity (144) 144
regression (144) 144
mathematical & computational biology (142) 142
medicine (142) 142
engineering, electrical & electronic (140) 140
clinical neurology (139) 139
patients (139) 139
species richness (139) 139
young adult (139) 139
engineering, civil (137) 137
more...
Library Location Library Location
Library Location Library Location
X
Sort by Item Count (A-Z)
Filter by Count
Gerstein Science - Stacks (38) 38
UofT at Mississauga - Stacks (13) 13
Robarts - Stacks (12) 12
St. Michael's College (John M. Kelly) - 2nd Floor (12) 12
New College (Ivey) - Stacks (11) 11
Law (Bora Laskin) - Stacks (9) 9
St. Augustine's Seminary - Stacks (9) 9
UTL at Downsview - May be requested (9) 9
UofT at Scarborough - Stacks (9) 9
Collection Dvlpm't (Acquisitions) - Closed Orders (4) 4
Collection Dvlpm't (Acquisitions) - Vendor file (4) 4
OISE - Stacks (4) 4
Victoria University E.J. Pratt - Stacks (4) 4
Criminology - Stacks (2) 2
Regis College - Stacks (2) 2
Trinity College (John W Graham) - Stacks (2) 2
Victoria University Emmanuel College - Stacks (2) 2
Engineering & Comp. Sci. - Stacks (1) 1
Gerstein Science - Circulation Desk (1) 1
Holland Bloorview Kids Rehabilitation - Stacks (1) 1
Knox College (Caven) - Stacks (1) 1
Sunnybrook Health Sciences Centre - Sunnybrook Stacks (1) 1
UofT at Mississauga - Missing (1) 1
more...
Language Language
Language Language
X
Sort by Item Count (A-Z)
Filter by Count
English (5790) 5790
French (23) 23
Korean (7) 7
German (5) 5
Portuguese (5) 5
Spanish (5) 5
Japanese (2) 2
Turkish (2) 2
Afrikaans (1) 1
Chinese (1) 1
more...
Publication Date Publication Date
Click on a bar to filter by decade
Slide to change publication date range


Biometrika, ISSN 0006-3444, 06/2017, Volume 104, Issue 2, pp. 303 - 316
Unobserved environmental, demographic and technical factors can adversely affect the estimation and testing of the effects of primary variables. Surrogate... 
High-dimensional data | Batch effect | Surrogate variable analysis | Principal component analysis | METHYLATION | STATISTICS & PROBABILITY | UNWANTED VARIATION | PREDICTION | DEPENDENCE | GENE-EXPRESSION DATA | CONSISTENCY | PRINCIPAL-COMPONENTS-ANALYSIS | SCORES | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | ARRAY DATA | CONVERGENCE
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 12/2015, Volume 16, Issue 1
Journal Article
PeerJ, ISSN 2167-8359, 2014, Volume 2014, Issue 1, p. e561
Batch effects are responsible for the failure of promising genomic prognostic signatures, major ambiguities in published genomic results, and retractions of... 
Genomics | Machine learning | Prediction | Database | Statistics | Batch effects | Surrogate variable analysis | DESIGN | ARRAY | MULTIDISCIPLINARY SCIENCES | PATTERNS | UNWANTED VARIATION | MODEL | DEPENDENCE | GENE-EXPRESSION | MICROARRAY DATA | Therapeutic applications | Science | Population studies | Biology | Gene expression | Experiments | Data bases | Variables | Algorithms | DNA methylation | Population | Genetics | Bioinformatics
Journal Article
Composite Structures, ISSN 0263-8223, 07/2019, Volume 219, pp. 221 - 241
Journal Article
International Journal of Epidemiology, ISSN 0300-5771, 02/2012, Volume 41, Issue 1, pp. 200 - 209
Journal Article
Structural Safety, ISSN 0167-4730, 11/2019, Volume 81, p. 101872
Journal Article
Human Molecular Genetics, ISSN 0964-6906, 10/2013, Volume 22, Issue 1, pp. R7 - R15
Journal Article
Nucleic acids research, ISSN 0305-1048, 09/2015, Volume 43, Issue 16, pp. e106 - e106
Journal Article
Trends in Biotechnology, ISSN 0167-7799, 2017, Volume 35, Issue 6, pp. 498 - 507
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 12/2016, Volume 113, Issue 51, pp. 14662 - 14667
Dimension reduction methods are commonly applied to high-throughput biological datasets. However, the results can be hindered by confounding factors, either... 
Dimension reduction | Confounding variation | Transcriptome | confounding variation | HUMAN BRAIN | transcriptome | SURROGATE VARIABLE ANALYSIS | MULTIDISCIPLINARY SCIENCES | GENE-EXPRESSION | CLASSIFICATION | UNWANTED VARIATION | dimension reduction | RNA-SEQ DATA | PREDICTION | Biological Sciences | Physical Sciences
Journal Article