UofT Libraries is getting a new library services platform in January 2021.
Learn more about the change.

Search Articles

X
Search Filters
Format Format
Subjects Subjects
Subjects Subjects
X
Sort by Item Count (A-Z)
Filter by Count
science & technology (50) 50
physical sciences (41) 41
mathematics (32) 32
statistics & probability (31) 31
statistics - methodology (23) 23
studies (14) 14
mathematical models (10) 10
datasets (9) 9
regression analysis (9) 9
estimators (8) 8
null hypothesis (8) 8
computer science (7) 7
life sciences & biomedicine (7) 7
p values (7) 7
statistics (7) 7
statistics - machine learning (7) 7
algorithms (6) 6
environmental sciences (6) 6
random variables (6) 6
technology (6) 6
temperature (6) 6
causal inference (5) 5
climate change (5) 5
climate models (5) 5
climatic changes (5) 5
confidence intervals (5) 5
emissions (5) 5
greenhouse effect (5) 5
lasso (5) 5
mathematics - statistics theory (5) 5
meteorology & atmospheric sciences (5) 5
multiple testing (5) 5
sparsity (5) 5
62j07 (4) 4
automation & control systems (4) 4
carbon dioxide (4) 4
computer science, artificial intelligence (4) 4
computer simulation (4) 4
eigenvalues (4) 4
environmental sciences & ecology (4) 4
error rates (4) 4
estimating techniques (4) 4
greenhouse gases (4) 4
high-dimensional data (4) 4
linear regression (4) 4
machine learning (4) 4
mathematical analysis (4) 4
multidisciplinary sciences (4) 4
sample size (4) 4
science & technology - other topics (4) 4
statistical analysis (4) 4
statistical methods (4) 4
aerosols (3) 3
analysis (3) 3
emission (3) 3
gene expression (3) 3
geology (3) 3
geosciences, multidisciplinary (3) 3
global warming (3) 3
hypothesis testing (3) 3
invariance (3) 3
linear models (3) 3
methods (3) 3
proportions (3) 3
random forests (3) 3
regression coefficients (3) 3
research (3) 3
robustness (3) 3
simulation (3) 3
statistics - applications (3) 3
62j15 (2) 2
air pollution (2) 2
anthropogenic factors (2) 2
asymptotic methods (2) 2
atmosphere - chemistry (2) 2
atmospheric models (2) 2
big data (2) 2
biology (2) 2
carbon (2) 2
carbon dioxide - analysis (2) 2
carbon dioxide concentration (2) 2
causal structure learning (2) 2
causes of (2) 2
change detection (2) 2
classification (2) 2
confidence interval (2) 2
consistency (2) 2
consistent estimators (2) 2
control (2) 2
covariance (2) 2
covariance matrices (2) 2
data analysis (2) 2
dynamic programming (2) 2
eigen values (2) 2
environmental aspects (2) 2
environmental studies (2) 2
experiments (2) 2
false discovery rate (2) 2
false positive errors (2) 2
family-wise error rate (2) 2
more...
Language Language
Publication Date Publication Date
Click on a bar to filter by decade
Slide to change publication date range


The Annals of statistics, ISSN 0090-5364, 02/2009, Volume 37, Issue 1, pp. 246 - 270
Journal Article
Journal Article
The annals of applied statistics, ISSN 1932-6157, 12/2010, Volume 4, Issue 4, pp. 2049 - 2072
When choosing a suitable technique for regression and classification with multivariate predictor variables, one is often faced with a tradeoff between... 
Trees | Datasets | Statistical variance | Tree growth | Interpretability | Machine learning | Climate models | Tree felling | Weighted averages | Estimators | Random Forests | Tree ensembles | Sparsity | Quadratic programming | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | sparsity | tree ensembles | machine learning | quadratic programming
Journal Article
Journal of machine learning research, ISSN 1533-7928, 06/2006, Volume 7, pp. 983 - 999
Random forests were introduced as a machine learning tool in Breiman (2001) and have since proven to be very popular and powerful for high-dimensional... 
Quantile regression | Adaptive neighborhood regression | Random forests | Automation & Control Systems | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
Journal Article
The Annals of statistics, ISSN 0090-5364, 2/2006, Volume 34, Issue 1, pp. 373 - 393
Journal Article
Journal of the Royal Statistical Society. Series B, Statistical methodology, ISSN 1369-7412, 07/2010, Volume 72, Issue 4, pp. 417 - 473
Journal Article
The Annals of statistics, ISSN 0090-5364, 8/2015, Volume 43, Issue 4, pp. 1801 - 1830
Large-scale data are often characterized by some degree of inhomogeneity as data are either recorded in different time regimes or taken from multiple sources.... 
Aggregation | Big data | Robustness | Regularization | Mixture models | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Studies | Mathematical problems | Theoretical mathematics | Mathematical models | Regression analysis | Estimating techniques | Random variables | Statistics - Methodology | robustness | aggregation | big data | 62J07 | regularization
Journal Article
Computational statistics & data analysis, ISSN 0167-9473, 09/2007, Volume 52, Issue 1, pp. 374 - 393
The Lasso is an attractive regularisation method for high-dimensional regression. It combines variable selection with an efficient computational procedure.... 
Dimensionality reduction | High dimensionality | Bridge estimation | [formula omitted]-norm penalisation | Lasso | norm penalisation | Statistics & Probability | Physical Sciences | Computer Science, Interdisciplinary Applications | Technology | Computer Science | Mathematics | Science & Technology
Journal Article
The Annals of statistics, ISSN 0090-5364, 8/2012, Volume 40, Issue 4, pp. 1973 - 1977
The authors want to congratulate the authors for a thought-provoking and very interesting paper. Sparse modeling of the concentration matrix has enjoyed... 
Factor analysis | Algebra | Hidden variables | Computer software | Covariance matrices | Estimators | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Studies | Matrix | Random variables | Normal distribution | Convex analysis
Journal Article
Journal of the Royal Statistical Society. Series B, Statistical methodology, ISSN 1369-7412, 11/2015, Volume 77, Issue 5, pp. 923 - 945
Journal Article
Nature (London), ISSN 1476-4687, 04/2009, Volume 458, Issue 7242, pp. 1158 - 1162
[...] IPCC AR4 Working Group III23 provided equilibrium warming estimates corresponding to 2100 radiative forcing levels for some multi-gas mitigation... 
Control | Emissions (Pollution) | Greenhouses | Causes of | Environmental aspects | Influence | Climatic changes | Global warming | Research | Confidence intervals | Climate change | Temperature | Industrialized nations | Probability | Fossil fuels | Greenhouse gases | Natural gas | Emissions | Climate | Carbon dioxide | Emission | Emissions control | Estimates | Indicators | Constraining
Journal Article
Computational statistics, ISSN 0943-4062, 6/2014, Volume 29, Issue 3, pp. 515 - 528
Journal Article
Journal of the Royal Statistical Society. Series B, Statistical methodology, ISSN 1369-7412, 11/2016, Volume 78, Issue 5, pp. 947 - 1012
Summary What is the difference between a prediction that is made with a causal model and that with a non‐causal model? Suppose that we intervene on the... 
Causal inference | Confidence intervals | Invariant prediction | Causal discovery | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Studies | Statistics | Perturbation methods | Mathematical analysis | Inference | Mathematical models | Robustness | Invariance | Invariants
Journal Article