'Null distribution' presentation slideshows

Mark van der Laan works.bepress/mark_van_der_laan Division of Biostatistics,

Targeted Maximum Likelihood Super Learning Application to assess effects in RCT,Observational Studies, and Genomics. Mark van der Laan works.bepress.com/mark_van_der_laan Division of Biostatistics, University of California, Berkeley Workshop Brad Efron, December 2009. Outline.

878 views • 87 slides

Massively Univariate Inference for fMRI

779 views • 64 slides

632 views • 63 slides

Inference on SPMs: Random Field Theory & Alternatives

Inference on SPMs: Random Field Theory & Alternatives. Thomas Nichols, Ph.D. Director, Modelling & Genetics GlaxoSmithKline Clinical Imaging Centre http://www.fmrib.ox.ac.uk/~nichols Zurich SPM Course Feb 12, 2009. image data. parameter estimates. design matrix. kernel.

729 views • 62 slides

Inference on SPMs: Random Field Theory & Alternatives

Inference on SPMs: Random Field Theory & Alternatives. Thomas Nichols, Ph.D. Director, Modelling & Genetics GlaxoSmithKline Clinical Imaging Centre http://www.fmrib.ox.ac.uk/~nichols Zurich SPM Course Feb 12, 2009. image data. parameter estimates. design matrix. kernel.

633 views • 62 slides

Covariate selection strategies, Negative controls, and Empirical calibration

Covariate selection strategies, Negative controls, and Empirical calibration. Martijn Schuemie Janssen R&D OHDSI UCLA. Trouble with observational research. Residual study bias. Rush et al., 2018. How to choose covariates to adjust for?. Manual selection by experts

486 views • 48 slides

More Topics in Categorical Data Analysis

880 views • 47 slides

Nonparametric Thresholding Methods (FWE inference w/ SnPM)

Nonparametric Thresholding Methods (FWE inference w/ SnPM). Thomas Nichols, Ph.D. Assistant Professor Department of Biostatistics University of Michigan http://www.sph.umich.edu/~nichols SPM Course May 13, 2004. Overview. Multiple Comparisons Problem

644 views • 47 slides

Thresholding and multiple comparisons

479 views • 47 slides

Nonparametric Thresholding Methods (FWE inference w/ SnPM)

Nonparametric Thresholding Methods (FWE inference w/ SnPM). Thomas Nichols, Ph.D. Assistant Professor Department of Biostatistics University of Michigan http://www.sph.umich.edu/~nichols SPM Course May 13, 2004. Overview. Multiple Comparisons Problem

498 views • 47 slides

Multiple Testing

Multiple Testing. Mark J. van der Laan Division of Biostatistics U.C. Berkeley www.stat.berkeley.edu/~laan. Outline. Multiple Testing for variable importance in prediction Overview of Multiple Testing

450 views • 44 slides

Classical (frequentist) inference

Classical (frequentist) inference. Klaas Enno Stephan Translational Neuromodeling Unit (TNU) Institute for Biomedical Engineering, University of Zurich & ETH Zurich Laboratory for Social & Neural Systems Research (SNS), University of Zurich

536 views • 43 slides

Sensitivity, Specificity, ROC Multiple testing Independent filtering

Sensitivity, Specificity, ROC Multiple testing Independent filtering. Wolfgang Huber ( EMBL). Statistics 101. ? bias accuracy ?. ? precision dispersion ?. Basic dogma of data analysis.

642 views • 39 slides

Integrating Biology and Statistics: Gene Set Methods

381 views • 28 slides

Small Sample Behavior of Re-Sampling Methods Dongmei Li & Jason C. Hsu Department of Statistics

Small Sample Behavior of Re-Sampling Methods Dongmei Li & Jason C. Hsu Department of Statistics The Ohio State University Columbus, OH 43210. Outline. Motivation Description of re-sampling methods Assumption for validity of re-sampling methods

325 views • 21 slides

Significance Tests

Significance Tests. P-values and Q-values. Outline. Statistical significance in multiple testing Empirical distribution of test statistics Family-wide p-values Correlation and p-values False discovery rates. Tests and Test Statistics.

307 views • 14 slides

137 views • 7 slides