Slide 1Last bits of inferential statistics Slide 2 Check in Proposal DRAFT due Tuesday Research in media assignment Tuesday Quiz Tuesday the 29 th –Will cover statistics…

Slide 1Random Field Theory Ciaran S Hill & Christian Lambert Methods for Dummies 2008 Slide 2 Overview PART ONE Statistics of a Voxel Multiple Comparisons and Bonferroni…

Slide 1 Lecture 9 Inexact Theories Slide 2 Syllabus Lecture 01Describing Inverse Problems Lecture 02Probability and Measurement Error, Part 1 Lecture 03Probability and Measurement…

Slide 1 Introduction to sample size and power calculations How much chance do we have to reject the null hypothesis when the alternative is in fact true? (what’s the probability…

Slide 1 Comments on Rare Variants Analyses Ryo Yamada Kyoto University 2012/08/27 IBC2012@Kobe, Japan Slide 2 Many difficulties to detect true signals in rare variant analyses…

Mark Gerstein, Yale University gersteinlab.org/courses/452 (last edit in spring ’15) Bioinformatics: Unsupervised Datamining cbb752rd0mg SciKit learn: http://scikit-learn.org/stable/tutorial/machine_learning_map/…

Introduction to resampling in MATLAB Feb 5 2009 Austin Hilliard So you've done an experiment... Two independent datasets: control experimental Have n numbers in each…

Quantitative ecology seminar BIOE 293 Quantitative ecology seminar Marm Kilpatrick Steve Munch Spring Quarter 2015 Seminar Goal For 5-10 quantitative methods: To understand…

Today Null and alternative hypotheses 1- and 2-tailed tests Regions of rejection Sampling distributions The Central Limit Theorem Standard errors z-tests for sample means…

Significance Testing of Microarray Data BIOS 691 Fall 2008 Mark Reimers Dept. Biostatistics Outline Multiple Testing Family wide error rates False discovery rates Application…