PPT-Outliers

Journal Entry Honors Requirements 2016 You must complete five handwritten singlespaced journal entries You can do one extra credit journal entry as well You will turn in your work after your culminating Socratic Seminar . MA4102 – Data Mining and Neural Networks. Nathan Ifill. ngi1@le.ac.uk. University of Leicester. Image source: . Antti. . Ajanki. , “Example of k-nearest . neighbor. classification”, 28 May 2007. Jayakrishnan. . Unnikrishnan. LCAV, EPFL. Collaborators. Dayu. Huang, Sean . Meyn. , . Venu. . Veeravalli. , University of Illinois . Amit. . Surana. , UTRC. IPG seminar. 2 March 2011. Outline. Universal Hypothesis Testing. Identifying Outliers: More about this interpolation stuff..... Whenever the depth of a median or a fourth is a decimal (??.5), then you must interpolate. That is, you must find thevalue of the Big thanks to the OTW . organisers. . and companies supporting it. Eric Grancher, . CERN IT. 1. Documents at . https. ://indico.cern.ch/event/459090. /. . Outliers matter. 2. Human perception (personal). Population structure . in case-control studies. Population consists of underlying subpopulations.. Disease prevalence different between subpopulations.. Cases preferentially ascertained from specific subpopulations.. Roger Butlin. University of Sheffield. Nielsen R. . (2005) Molecular signatures of natural selection. . . Annu. . Rev. Genet. . 39, 197–218.. What signatures does selection leave in the genome?. Population differentiation – today’s focus!. Detective Alex Yu. cyu@apu.edu. What isn't EDA. EDA does not mean . lack of planning or messy planning. . . “I don't know what I am doing; just ask as many questions as possible in the survey; I don't need a well-conceptualized research question or a well-planned research design. Just explore.”. Claim & Purpose. Prologue & Chapter 1 - 2. ~ Claim ~. People . are considered successful when they . express . particular traits and characteristics: . diligence. , . self-sacrifice. , . intelligence. The Story of Success. By Malcolm Gladwell . What is an Outlier?. out-li-. er. . (n.). 1. something that is situated away from or classed differently from a main or related body. . 2. a statistical observation that is markedly different in value from the others of the sample. . Bell Ringer . Mastery is a word that you have heard a lot throughout this year in regards to grades. Consider what Malcolm Gladwell says about mastery and what must be done in order for all individuals to achieve mastery. What is being done here to help you to achieve mastery and success in your classes? What could be done in order to improve your ability to achieve mastery and success? (. Jobs using . Mantri. Ganesh Ananthanarayanan. †. , Srikanth Kandula*, Albert Greenberg*, Ion Stoica. †. , Yi Lu*, Bikas Saha*, Ed Harris*. . †. UC Berkeley * . Microsoft. 1. MapReduce Jobs. Section 1.2. Displaying Quantitative Data with Graphs. After this section, you should be able to…. CONSTRUCT and INTERPRET dotplots, stemplots, and histograms. DESCRIBE the shape of a distribution. Section 1.2. Displaying Quantitative Data with Graphs. After this section, you should be able to…. CONSTRUCT and INTERPRET dotplots, stemplots, and histograms. DESCRIBE the shape of a distribution. V2: . data imputation . V3: batch effects. What is measured by microarrays?. Microarray normalization. Differential gene expression (DE) analysis based on microarray data. Detection of outliers. RNAseq.