'Bootstrap method' presentation slideshows

Chapter 15 System Errors Revisited

Chapter 15 System Errors Revisited. Ali Erol 10/19/2005. System Errors Revisited. Quantify the accuracy of FAR and FRR estimates . Confidence Intervals, a well known technique used in statistical analysis. See references [22],[23].

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Hypothesis testing and confidence intervals by resampling

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CH7 Distribution Free Inference: Computer-Intensive Techniques

CH7 Distribution Free Inference: Computer-Intensive Techniques. 1.Random Sampling 2.Bootstrap sampling 3.Bootstrap Testing. Why do we need distribution free-inference?. For parametric models we need to: Specifying the function form Or the parametric family of the distribution.

264 views • 18 slides

How Many Discoveries Have Been Lost by Ignoring Modern Statistical Methods?

How Many Discoveries Have Been Lost by Ignoring Modern Statistical Methods? . Rand R. Wilcox. The theme. Despite what we learn, standard methods are NOT robust to violations of normality Heteroscedasticity Skewness Outliers

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The Bootstrap

234 views • 9 slides

Wang Yao Department of Statistics Rutgers University wyao@eden.rutgers

Extreme Value Theory (EVT): Application to Runway Safety. Wang Yao Department of Statistics Rutgers University wyao@eden.rutgers.edu Mentor: Professor Regina Y. Liu. DIMACS -- July 17, 2008. Motivation. Task :.

230 views • 9 slides

Bioinformatics

Bioinformatics. Ayesha M. Khan. Comparison of different tree-construction methods. Case Study I : Phylogenetic Trees. Get a multiple sequence alignment. C1 C2 C3 S1 A A G S2 A A A S3 G G A S4 A G A.

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SBML-PET-MPI: A parallel parameter estimation tool for SBML models

SBML-PET-MPI: A parallel parameter estimation tool for SBML models. Features of SBML-PET-MPI Fast: speed up with multiple processors (MPI protocol). Less than 5 min for the Epo model with 7 cpus. Estimates parameter values by fitting multiple experimental data sets.

144 views • 1 slides