QTL Mapping in R. March 16, 2010
|
|
|
- Annabel Wells
- 6 years ago
- Views:
Transcription
1 QTL Mapping in R March 16, 2010
2 R qtl library(qtl) R Library: qtl sim.map: constructs a genetic map sim.cross: simulates marker, QTL, and phenotype data calc.genoprob: calculates conditional probabilities scanone: produces a QTL map OR performs permutation tests summary.scanone: identify QTLs and calculatie permutation thresholds add.threshold: adds a permutation threshold to QTL plot cim: performs composite interval mapping find.marker: finds a marker near a specified position pull.geno: extracts genotype data from a given marker The residual phenotypic variation is normally distributed with variance 1. QTL effect: difference between the homozygote and the heterozygote March 16, 2010 QTL Mapping in R 2 / 19
3 Ghost QTL set.seed(1) n<-200 map<-sim.map(len=100,n.mar=21,include.x=false,eq.spacing=true) cross<-sim.cross(map,model = rbind(c(1,22,1),c(1,73,1)), type="bc",n.ind=n) crossb<-calc.genoprob(cross,step=1) est<-scanone(crossb) plot(est,lwd=4,main="simulated Backcross") perm1<-scanone(crossb,chr=1,n.perm=500) thresh<-summary(perm1,alpha=.05)[1] thresh add.threshold(est,perm=perm1,col="orange",lwd=4) abline(v=22,col="magenta",lwd=4) abline(v=73,col="magenta",lwd=4) [1] March 16, 2010 QTL Mapping in R 3 / 19
4 Ghost QTL 15 Simulated Backcross 10 lod Map position (cm) March 16, 2010 QTL Mapping in R 4 / 19
5 Ghost QTL est.cim.10 <- cim(crossb, n.marcovar=4, window=10) est.cim.20 <- cim(crossb, n.marcovar=4, window=20) plot(est,est.cim.10,est.cim.20,col=c("black","red","blue"),lwd=3,lty=1:3) add.threshold(est,perm=perm1,col="orange",lwd=4) abline(v=22,col="magenta",lwd=4) abline(v=73,col="magenta",lwd=4) axis(1,at=22,line=-1) axis(1,at=73,line=-1) March 16, 2010 QTL Mapping in R 5 / 19
6 Composite Interval Mapping lod Map position (cm)
7 Why we need the window mar1<- find.marker(crossb,1,22) mar2<- find.marker(crossb,1,73) g1<-pull.geno(crossb)[,mar1] g2<-pull.geno(crossb)[,mar2] est2<-scanone(crossb, addcovar=cbind(g1,g2)) plot(est2,lwd=3,main="covariates chosen near the QTLs") add.threshold(est2,perm=perm1,col="orange",lwd=3) abline(v=22,col="magenta",lwd=4) abline(v=73,col="magenta",lwd=4) March 16, 2010 QTL Mapping in R 7 / 19
8 2.0 Covariates chosen near the QTLs 1.5 lod Map position (cm)
9 The Dataset hyper data(hyper) nind(hyper); nphe(hyper); nchr(hyper); totmar(hyper); nmar(hyper); [1] 250 [1] 2 [1] 20 [1] X summary(hyper) Backcross No. individuals: 250 No. phenotypes: 2 Percent phenotyped: No. chromosomes: 20 Autosomes: X chr: X Total markers: 174 No. markers: Percent genotyped: 47.7 Genotypes (%): BB:50.2 BA:49.8 March 16, 2010 QTL Mapping in R 9 / 19
10 plot(hyper) Missing genotypes X Location (cm) Genetic map bp X Chromosome sex Frequency female male March 16, 2010 QTL Mapping in R 10 / 19
11 plot.missing(hyper, reorder=true) 250 Missing genotypes X 200 Individuals March 16, 2010 QTL Mapping in R 11 / 19
12 More Commands plot(hyper) plot.missing(hyper) plot.map(hyper) plot.pheno(hyper, pheno.col=1) plot.map(hyper, chr=c(1, 4, 6, 7, 15), show.marker.names=true) plot.missing(hyper, reorder=true) hyper <- drop.nullmarkers(hyper) totmar(hyper) hyper <- est.rf(hyper) newmap <- est.map(hyper, error.prob=0.01) March 16, 2010 QTL Mapping in R 12 / 19
13 plot.rf(hyper) Markers Pairwise recombination fractions and LOD scores X X March 16, 2010 QTL Mapping in R 13 / 19
14 plot.map(hyper, newmap) 0 20 Comparison of genetic maps Location (cm) X Chromosome March 16, 2010 QTL Mapping in R 14 / 19
15 More Commands hyper <- replace.map(hyper, newmap) hyper <- calc.errorlod(hyper, error.prob=0.01) top.errorlod(hyper) chr id marker errorlod D16Mit D16Mit D16Mit D16Mit D16Mit D16Mit D13Mit D13Mit D16Mit D16Mit id<-top.errorlod(hyper)$id plot.info(hyper,chr=c(1,4)) info <- plot.info(hyper) summary(info) March 16, 2010 QTL Mapping in R 15 / 19
16 plot.geno(hyper, chr=16, ind=id) Chromosome 16 Location (cm) Individual March 16, 2010 QTL Mapping in R 16 / 19
17 plot.info(hyper) 1.0 Missing information 0.8 misinfo.entropy X Chromosome March 16, 2010 QTL Mapping in R 17 / 19
18 plot.info(hyper,chr=13) 1.0 Missing information 0.8 misinfo.entropy Map position (cm) March 16, 2010 QTL Mapping in R 18 / 19
19 Importing Data mydata <- read.cross("csv", "/Users/berg/Documents/courses/phs 516/slides/lecture 6", "plantdata.csv",genotypes=c("a","h")) summary(mydata) Backcross No. individuals: 200 No. phenotypes: 28 Percent phenotyped: No. chromosomes: 11 Autosomes: Total markers: 231 No. markers: Percent genotyped: 100 Genotypes (%): AA:49.7 AB:50.3 March 16, 2010 QTL Mapping in R 19 / 19
Supplemental Data. Long Runs of Homozygosity Are Enriched. for Deleterious Variation. American Journal of Human Genetics, Volume 93
American Journal of Human Genetics, Volume 93 Supplemental Data Long Runs of Homozygosity Are Enriched for Deleterious Variation Zachary A. Szpiech, Jishu Xu, Trevor J. Pemberton, Weiping Peng, Sebastian
Samuel F. Hutton
Samuel F. Hutton sfhutton@ufl.edu 813-633-4137 http://msue.anr.msu.edu Vectored by thrips (various spp.) Tomato chlorotic spot virus (TCSV) Groundnut ring spot virus (GRSV) Tomato spotted wilt virus (TSWV)
Investigating the Concordance Relationship Between the HSA Cut Scores and the PARCC Cut Scores Using the 2016 PARCC Test Data
Investigating the Concordance Relationship Between the HSA Cut Scores and the PARCC Cut Scores Using the 2016 PARCC Test Data A Research Report Submitted to the Maryland State Department of Education (MSDE)
Accuracy of imputed 50k genotypes from 3k and 6k chips using FImpute version 2
Accuracy of imputed 50k genotypes from 3k and 6k chips using FImpute version 2 Sargolzaei, M. 12, Schenkel, F. 2 and Chesnais, J. 1 1 L'Alliance Boviteq, Saint-Hyacinthe, QC, Canada 2 University of Guelph,
A new Marker-Assisted BLUP genomic evaluation for French dairy breeds
A new Marker-Assisted BLUP genomic evaluation for French dairy breeds Pascal Croiseau, Aurélia Baur, David Jonas, Chris Hoze, Julie Promp, Didier Boichard, Sébastien Fritz, Vincent Ducrocq * Genomic evaluation
% of Identical Nucleotides Background conservation. % of Identical Nucleotides Background conservation AG GT
80 % of Identical Nucleotides Background conservation 60 80 60 40 20 0 Hsap/Ggal Ggal/Mmus Ggal/Rnor Hsap/Mmus Hsap/Rnor Mmus/Rnor 25 20 15 10 5 AG 5 10 10 5 GT 5 10 15 40 20 0 % of Identical Nucleotides
ABI PRISM Linkage Mapping Set Version 2.5
ABI PRISM Linkage Mapping Set Version 2.5 Panel Guide ABI PRISM Linkage Mapping Set Version 2.5 Panel Guide DRAFT December 30, 2002 4:05 pm TitleV25.fm Copyright 2002, Applied Biosystems. All rights reserved.
A new Marker-Assisted BLUP genomic evaluation for French dairy breeds
A new Marker-Assisted BLUP genomic evaluation for French dairy breeds Pascal Croiseau, Aurélia Baur, David Jonas, Chris Hoze, Julie Promp, Didier Boichard, Sébastien Fritz, Vincent Ducrocq * Genomic evaluation
Introduction to STR-validator
Introduction to STR-validator Oskar Hansson Statistical methods in forensic genetics 20-23 April 2015, Copenhagen EUROFORGEN-NoE is funded by the European Commission within the 7th Framework Programme
Supplementary Appendix
Supplementary Appendix This appendix has been provided by the authors to give readers additional information about their work. Supplement to: Zucchero TM, Cooper ME, Maher BS, et al. Interferon regulatory
Supplementary Figure 1 Examples of detection of MDA products based on molecular markers. To assess quality of whole-genome amplification by MDA, we
Supplementary Figure 1 Examples of detection of MDA products based on molecular markers. To assess quality of whole-genome amplification by MDA, we selected 10 markers (one per chromosome), segregating
Selecting Hybrids Wisely. Bob Nielsen Purdue University Web:
Selecting Hybrids Wisely Bob Nielsen Purdue University Email: rnielsen@purdue.edu Web: www.kingcorn.org First of of all, all, let s let s admit that Corn is a GMO! Genetic modification of corn has been
Selecting Hybrids Wisely
First of of all, let s admit that Corn is a GMO! Selecting Hybrids Wisely Bob Nielsen Purdue University Email: rnielsen@purdue.edu Web: www.kingcorn.org Genetic modification of corn has been occurring
Demographics Booklet
Demographics Booklet R E P O R T S M A P S C H A R T S Population est. 2009 1 mi: 1,082 3 mi: 9,566 5 mi: 14,586 Latitude N 35.61947 Longitude W 82.29195 Households est. 2009 1 mi: 461 3 mi: 4,067 5 mi:
Loci on 7p12.2, 10q21.2 and 14q11.2 are associated with risk of childhood acute lymphoblastic leukemia
Loci on 7p12.2, q21.2 and 14q11.2 are associated with risk of childhood acute lymphoblastic leukemia Elli Papaemmanuil 1, Fay J Hosking 1, Jayaram Vijayakrishnan 1, Amy Price 1, Bianca Olver 1, Eammon
Table 3.1 New Freshmen SAT Scores By Campus: Fall Table 3.2 UVI New Freshmen SAT Scores By Gender: Fall 1999
Table 3.1 New Freshmen SAT Scores By Campus: Fall 1999 UVI (All) Score Range Count Percent Count Percent Count Percent Verbal 200-299 36 12 18 10 18 14 300-399 108 35 56 31 52 41-499 111 36 68 38 43 34
CatCharger: Deploying Wireless Charging Lanes in a Metropolitan Road Network through Categorization and Clustering of Vehicle Traffic
CatCharger: Deploying Wireless Charging Lanes in a Metropolitan Road Network through Categorization and Clustering of Vehicle Traffic Li Yan, Haiying Shen, Juanjuan Zhao, Chengzhong Xu, Feng Luo and Chenxi
Applying Molecular Marker information and Data Mining to a Commercial Breeding Pipeline
Applying Molecular Marker information and Data Mining to a Commercial Breeding Pipeline David V. Butruille, Ph.D. Data Mining Lead - Breeding Technology Monsanto Company Ankeny, IA ISU Plant Breeding Lecture
Summary of estimated process emissions from identified cement production Richard Heede Climate Accountability Institute
0 A B C D E F G H I J K L M N O P Q R S T U V W Cemex Summary of estimated process emissions from identified cement production Climate Accountability Institute dataset marker Cement Notes China, PRC 0
Short Status Presentation, August 2018
1 Short Status Presentation, August 2018 Slide 2 Jatropower AG - International spread Switzerland: Registerd office Germany: Working office, near University of Hohenheim Jatropower Kenya Limited: Experimental
female male help("predict") yhat age
30 40 50 60 70 female male 1.0 help("predict") 0.5 yhat 0.0 0.5 1.0 30 40 50 60 70 age 30 40 50 60 70 1.5 1.0 female male help("predict") 0.5 yhat 0.0 0.5 1.0 1.5 30 40 50 60 70 age 2 Wald Statistics Response:
Molecular marker analysis of seed size in soybean
Retrospective Theses and Dissertations Iowa State University Capstones, Theses and Dissertations 2002 Molecular marker analysis of seed size in soybean Joseph Andrew Hoeck Iowa State University Follow
HapScreen kits. Multiplex STR based kits
HapScreen kits Multiplex STR based kits Available HapScreen kits Panel of HapScreen kits contain 5-7 STR markers linked to a specific gene 7-9 STRs from KBC-Aneuquick kit for chromosomes 13, 18, 21, X
TRINITY COLLEGE DUBLIN THE UNIVERSITY OF DUBLIN. Faculty of Engineering, Mathematics and Science. School of Computer Science and Statistics
ST7003-1 TRINITY COLLEGE DUBLIN THE UNIVERSITY OF DUBLIN Faculty of Engineering, Mathematics and Science School of Computer Science and Statistics Postgraduate Certificate in Statistics Hilary Term 2015
SUCCESS INDICATORS FOR THE PLAN MMBTU ANALYSIS
SUCCESS INDICATORS FOR THE 2019-2021 PLAN MMBTU ANALYSIS EEAC Consultants and PAs March 19, 2018 (draft 3) WHY CONSIDER ADDITIONAL SUCCESS INDICATORS? Count all of the savings associated with the state
Professor Dr. Gholamreza Nakhaeizadeh. Professor Dr. Gholamreza Nakhaeizadeh
Statistic Methods in in Data Mining Business Understanding Data Understanding Data Preparation Deployment Modelling Evaluation Data Mining Process (Part 2) 2) Professor Dr. Gholamreza Nakhaeizadeh Professor
The Dynamics of Annuity Pricing, Credit, Mortality Risk & Capital Management for UK Life Offices
The Dynamics of Annuity Pricing, Credit, Mortality Risk & Capital Management for UK Life Offices John Hibbert 23 rd June 3 Finance & Investment Conference 2 Overview Some background on the annuity market.
GRAIN YIELD AND YIELD-RELATED QTL VALIDATION USING RECIPROCAL RECOMBINANT INBRED CHROMOSOME LINES IN WHEAT
University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Theses, Dissertations, and Student Research in Agronomy and Horticulture Agronomy and Horticulture Department Spring 4-21-2010
A Genome Wide Association Study of Resistance to Stripe Rust (Puccinia striiformis f. sp. tritici) in a
A Genome Wide Association Study of Resistance to Stripe Rust (Puccinia striiformis f. sp. tritici) in a Worldwide Collection of Hexaploid Spring Wheat (Triticum aestivum L.) Marco Maccaferri *, 1, Junli
Using PM 2.5 Monitoring Data to Track Pollution From Marine Vessels
Using PM 2.5 Monitoring Data to Track Pollution From Marine Vessels How Effective have Fuel Sulfur Regulations Been at Reducing PM 2.5 from Ships? (an update to my 2015 NW-AIRQUEST talk) Robert Kotchenruther
Mathematics 43601H. Cumulative Frequency. In the style of General Certificate of Secondary Education Higher Tier. Past Paper Questions by Topic TOTAL
Centre Number Surname Candidate Number For Examiner s Use Other Names Candidate Signature Examiner s Initials In the style of General Certificate of Secondary Education Higher Tier Pages 2 3 4 5 Mark Mathematics
Passenger seat belt use in Durham Region
Facts on Passenger seat belt use in Durham Region June 2017 Highlights In 2013/2014, 85 per cent of Durham Region residents 12 and older always wore their seat belt when riding as a passenger in a car,
Schedule GS-2 INTERMEDIATE GENERAL SERVICE
I. APPLICABILITY AND AVAILABILITY A. Except as modified herein, this schedule is applicable only to a non-residential Customer (1) who elects (a) to receive Electricity Supply Service and Electric Delivery
Acknowledgements. n Research team: Dr. Bingham (PI), Dr. Carter, Dr. Flannagan, Mr. Bowman, Ms. Almani
Evaluation of crash-related fatalities and serious injuries associated with the Michigan Motorcycle Helmet Law Repeal Utilizing Linked Crash and Hospital-Level Data Dr. Lisa Buckley Acknowledgements n
Supplementary material
Supplementary material Table S1. Multilocus genotype of Galba schirazensis. N is the number of individuals for a given multilocus genotype. * indicates the genotypes that were discarded from DAPC due to
The goal of the study is to investigate the effect of spring stiffness on ride height and aerodynamic balance.
OptimumDynamics - Case Study Investigating Aerodynamic Distribution Goals Investigate the effect of springs on aerodynamic distribution Select bump stop gap Software OptimumDynamics The case study is broken
PLS score-loading correspondence and a bi-orthogonal factorization
PLS score-loading correspondence and a bi-orthogonal factorization Rolf Ergon elemark University College P.O.Box, N-9 Porsgrunn, Norway e-mail: rolf.ergon@hit.no telephone: ++ 7 7 telefax: ++ 7 7 Published
OPENDSS SIMULATIONS ON KAUPINRINNE LV-NETWORK
- 1 - OPENDSS SIMULATIONS ON KAUPINRINNE LV-NETWORK Table of Contents Introduction... 1 The Model... 2 General description of the modelled network... 2 Model composition... 3 Simulations... 4 Power flow
Sukumar Saha Research Geneticist USDA/Agricultural Research Service Mississippi State, MS
Sukumar Saha Research Geneticist USDA/Agricultural Research Service Mississippi State, MS Too Much Cotton, Too Little Demand (Source: Cotton Incorporated ) Predicted world's mills will consume 107.6 million
Graph #1. Micro-Generation Generating Units in Alberta 20
2, Graph #1. Micro-Generation Generating Units in Alberta 2 Cumulative # of Generating Units 1,9 1,8 1,7 1,6 1,5 1,4 1,3 1,2 1,1 1, 9 8 7 6 5 4 3 2 Number of MGG Units as of 216 Mar 31 Number of Solar
FRI-UW-9507 October 1995 DONALD E. ROGERS A REPORT TO THE PACIFIC SEAFOOD PROCESSORS ASSOCIATION
FRI-UW-957 October 1995 FORECASTS OF THE 1996 SOCKEYE SALMON RUNS TO BRISTOL BAY DONALD E. ROGERS A REPORT TO THE PACIFIC SEAFOOD PROCESSORS ASSOCIATION ACKNOWLEDGMENTS A special thanks to Mrs. Bev Cross
94,250 SF FOR LEASE OR SALE 4900 S SOTO STREET, VERNON, CA 90058
94,250 SF FOR LEASE OR SALE 4900 S SOTO STREET, VERNON, CA 90058 LEONIS BOULEVARD S SOTO STREET For more information, please contact: JACK CLINE CHUCK CAMPBELL Senior Vice President Senior Vice President
Roundabout Modeling in CORSIM. Aaron Elias August 18 th, 2009
Roundabout Modeling in CORSIM Aaron Elias August 18 th, 2009 Objective To determine the best method of roundabout implementation in CORSIM and make recommendations for its improvement based on comparisons
Function Relays, Interfaces and Converters
Function Relays, Interfaces and Converters Interface Relays Narrow Design 3TX70 interface relays 3TX701 Interface relay, plug-in Plug-in socket interface, complete with relay Contact Rated control Width
Important Formulas. Discrete Probability Distributions. Probability and Counting Rules. The Normal Distribution. Confidence Intervals and Sample Size
blu38582_if_1-8.qxd 9/27/10 9:19 PM Page 1 Important Formulas Chapter 3 Data Description Mean for individual data: Mean for grouped data: Standard deviation for a sample: X2 s X n 1 or Standard deviation
Adaptation of a Canadian Culpability Scoring Tool to Alberta Police Traffic Collision Report Data. CARSP 2018 Tona Pitt
Adaptation of a Canadian Culpability Scoring Tool to Alberta Police Traffic Collision Report Data CARSP 2018 Tona Pitt 1 Background Objective: Adapt a tool to Alberta Police reports, building on previous
Carpooling Service Using Genetic Algorithm
Carpooling Service Using Genetic Algorithm Swapnali Khade 1, Rutuja Kolhe 2, Amruta Wakchaure 3, Shila Warule 4 1 2 3 4 Department Of Computer Engineering, SRES College Of Engineerig Kopargaon. Abstract
Transmitted by the expert from the European Commission (EC) Informal Document No. GRRF (62nd GRRF, September 2007, agenda item 3(i))
Transmitted by the expert from the European Commission (EC) Informal Document No. GRRF-62-31 (62nd GRRF, 25-28 September 2007, agenda item 3(i)) Introduction of Brake Assist Systems to Regulation No. 13-H
Project Title: Using Truck GPS Data for Freight Performance Analysis in the Twin Cities Metro Area Prepared by: Chen-Fu Liao (PI) Task Due: 7/31/2013
Project Title: Using Truck GPS Data for Freight Performance Analysis in the Twin Cities Metro Area Prepared by: Chen-Fu Liao (PI) Task Due: 7/31/2013 TASK #3 PROCESS TRUCK GPS DATA AND DERIVE PERFORMANCE
DARS v2.10 New Features & Enhancements
DARS v2.10 New Features & Enhancements Why DARS? Enabling detailed chemistry in your CAE simulations Take the right design choices, including chemical effects Faster and cheaper design cycles Evaluation
Ken Wilcox Associates, Inc.
Evaluation of the INCON Tank Sentinel ATG with SCALD 2.0 As a Continuous In-Tank Leak Detection System (Models: TS-750, TS-1000, TS-1001, TS-2000, and TS-2001 With Probe TSP-LL2) Final Report PREPARED
VEHICLE / PEDESTRIAN COLLISIONS
Info item No. 1 Crosswalk Safety Advisory Committee March 31, 2016 VEHICLE / PEDESTRIAN COLLISIONS HRM: January December 20 DISCLAIMER: All figures presented in this report reflect the information held
The Coefficient of Determination
The Coefficient of Determination Lecture 46 Section 13.9 Robb T. Koether Hampden-Sydney College Tue, Apr 13, 2010 Robb T. Koether (Hampden-Sydney College) The Coefficient of Determination Tue, Apr 13,
Capacity-Achieving Accumulate-Repeat-Accumulate Codes for the BEC with Bounded Complexity
Capacity-Achieving Accumulate-Repeat-Accumulate Codes for the BEC with Bounded Complexity Igal Sason 1 and Henry D. Pfister 2 Department of Electrical Engineering 1 Techion Institute, Haifa, Israel Department
Multivariate Twin Analysis. OpenMx 2012 Hermine Maes & Elizabeth Prom-Wormley
Multivariate Twin Analysis OpenMx 2012 Hermine Maes & Elizabeth Prom-Wormley Copy Files l.dat winmulaceconnl_yours.r winmulaceconnl.r Multivariate Saturated Model equality of means/variances Genetic Models
ASIAN/PACIFIC ISLANDER
and Counts and Age-Adjusted (2000 U.S. Population) Rates per 100,000 Persons by Year, Race/Ethnicity, and Sex, California, 1988-2015, Lung and Bronchus Cancer Note: In situ cancers are excluded, unless
Recent Advances in DI-Diesel Combustion Modeling in AVL FIRE A Validation Study
International Multidimensional Engine Modeling User s Group Meeting at the SAE Congress April 15, 2007 Detroit, MI Recent Advances in DI-Diesel Combustion Modeling in AVL FIRE A Validation Study R. Tatschl,
Preface... xi. A Word to the Practitioner... xi The Organization of the Book... xi Required Software... xii Accessing the Supplementary Content...
Contents Preface... xi A Word to the Practitioner... xi The Organization of the Book... xi Required Software... xii Accessing the Supplementary Content... xii Chapter 1 Introducing Partial Least Squares...
Engine Power and Fueling Comparison Between Vessels with Conventional Transmissions and Controllable Speed Propeller Transmissions During Dynamic
Engine Power and Fueling Comparison Between Vessels with Conventional Transmissions and Controllable Speed Propeller Transmissions During Dynamic Positioning Operation Prepared by: CSP Electronics Ray
MAP-BASED CLONING OF THE NIP GENE IN. MODEL LEGUME Medicago truncatula. Viktoriya Morris, B.Sc. Thesis Prepared for the Degree of MASTER OF SCIENCE
MAP-BASED CLONING OF THE NIP GENE IN MODEL LEGUME Medicago truncatula Viktoriya Morris, B.Sc. Thesis Prepared for the Degree of MASTER OF SCIENCE UNIVERSITY OF NORTH TEXAS May 2007 APPROVED: Rebecca Dickstein,
Physical Scaling of Water Mist Protection of 260-m 3 Machinery Enclosure
Physical Scaling of Water Mist Protection of 260-m 3 Machinery Enclosure Hong-Zeng (Bert) Yu International Water Mist Conference October 28 29, 2015 Amsterdam, The Netherlands Background To reduce the
Second Generation of Pollutant Emission Models for SUMO
Second Generation of Pollutant for SUMO Daniel Krajzewicz, Stefan Hausberger, Mario Krumnow, Michael Behrisch; SUMO 2014 Conference Institut für Verkehrssystemtechnik www.dlr.de Folie 2 > Institut für
TECHNICAL DESCRIPTION
Electrical Energy Storage Tester EEST-511-S Semi-Automatic Charge-Discharge Battery Bench 1 channel 50 V / 100A (Ni-CD, Pb, Ni-Mh, Li-ion...) TECHNICAL DESCRIPTION To buy, sell, rent or trade-in this product
SCREW HOSE COUPLINGS SCREW HOSE COUPLINGS B.1. STANDARD. LMC s screw hose couplings with a smooth hose shank comply with EN / DIN 2817.
SCREW HOSE COUPLINGS B.1. STANDARD LMC s screw hose couplings with a smooth hose shank comply with EN 14420-5 / DIN 2817. OPERATION Screw hose couplings are used to connect hoses with male or female BSP,
ASIAN/PACIFIC ISLANDER
and Counts and Age-Adjusted (2000 U.S. Population) Rates per 100,000 Persons by Year, Race/Ethnicity, and Sex, California, 1988-2015, Kidney and Renal Pelvis Cancer Note: In situ cancers are excluded,
Supplemental Table 1: List of large-insert clones (BACs and fosmids) sequenced at 8p23.1 Species Clone ID chr GenBank
Supplemental Table 1: List of large-insert clones (BACs and fosmids) sequenced at 8p23.1 *All PacBio sequenced clones can be found under BioProject ID: PRJNA306877 (http://www.ncbi.nlm **BACs that solely
FOR EXAMINERS USE ONLY:
GRADE 12 MATHEMATICAL LITERACY DATE 27 July 2016 EXAMINER Cluster PAPER 2 TIME 3 Hours MODERATOR Y Fourie Name: Maths Teacher: PLEASE READ THE FOLLOWING INSTRUCTIONS CAREFULLY 1. This question paper consists
Level 1 Mathematics and Statistics, 2017
91037 910370 1SUPERVISOR S Level 1 Mathematics and Statistics, 2017 91037 Demonstrate understanding of chance and data 9.30 a.m. Monday 20 November 2017 Credits: Four Achievement Achievement with Merit
Example #1: One-Way Independent Groups Design. An example based on a study by Forster, Liberman and Friedman (2004) from the
Example #1: One-Way Independent Groups Design An example based on a study by Forster, Liberman and Friedman (2004) from the Journal of Personality and Social Psychology illustrates the SAS/IML program
Quantitative trait loci for soybean seed yield in elite and plant introduction germplasm
Retrospective Theses and Dissertations 22 Quantitative trait loci for soybean seed yield in elite and plant introduction germplasm Matthew David Smalley Iowa State University Follow this and additional
Microbore Hose, Assemblies & accessories
bar DN2 and DN4 High pressure Microbore hose Technical data Microbore hose The microbore hose assembly, most commonly used to connect to a Minimess test point for pressure testing, has many other diverse
I-95 Corridor Coalition Vehicle Probe Project: HERE, INRIX and TOMTOM Data Validation
I-95 Corridor Coalition Vehicle Probe Project: HERE, INRIX and TOMTOM Data Validation Report for Georgia (#03) I-75 Prepared by: Masoud Hamedi, Sanaz Aliari, Sara Zahedian University of Maryland, College
DIG-220. Single System Manifold. Power Supply. Digital Power Supply CE Version. Single System Manifold Types Manifold Assy with 5 Blade Cell 5
DIG-220 Single System Manifold DIG-220 PART NUMBER Power Supply DESCRIPTION DIG-220 DIG-220CE Power Supply Power Supply CE Version PART NUMBER Single System Manifold Types DESCRIPTION PAGE # 94105 Manifold
5. CONSTRUCTION OF THE WEIGHT-FOR-LENGTH AND WEIGHT-FOR- HEIGHT STANDARDS
5. CONSTRUCTION OF THE WEIGHT-FOR-LENGTH AND WEIGHT-FOR- HEIGHT STANDARDS 5.1 Indicator-specific methodology The construction of the weight-for-length (45 to 110 cm) and weight-for-height (65 to 120 cm)
The UCD community has made this article openly available. Please share how this access benefits you. Your story matters!
Provided by the author(s) and University College Dublin Library in accordance with publisher policies., Please cite the published version when available. Title The Determination of Site-Specific Imposed
LENGTH & HEIGHT ACCESSORY USER INSTRUCTIONS
LENGTH & HEIGHT ACCESSORY USER INSTRUCTIONS INTRODUCTION The Wedge Clamp Length and Height Accessory works with the Wedge Clamp Pivot Measuring System to provide three dimensional readings of length, width,
EE 370L Controls Laboratory. Laboratory Exercise #E1 Motor Control
1. Learning Objectives EE 370L Controls Laboratory Laboratory Exercise #E1 Motor Control Department of Electrical and Computer Engineering University of Nevada, at Las Vegas To demonstrate the concept
A Meta-analysis of the Genetics of Fusarium Head Blight Resistance in Barley
A Meta-analysis of the Genetics of Fusarium Head Blight Resistance in Barley Brian Steffenson Department of Plant Pathology University of Minnesota St. Paul Search for Resistance Sourcing Germplasm USDA-ARS
National Automotive Sampling System Tire Pressure Special Study. July 26, 2001
National Automotive Sampling System Tire Pressure Special Study July 26, 2001 Background In 2000, Section 12 of the Transportation Recall Enhancement, Accountability, and Documentation (TREAD) Act. An
Bulkhead Module 54.12
Bulkhead Module 54.12 General Information Subject 410 contains information on all proprietary Bulkhead Module (BHM) fault codes for J1587 and J1939 datalink protocols, how to view these codes, and what
Machine Design Optimization Based on Finite Element Analysis using
Machine Design Optimization Based on Finite Element Analysis using High-Throughput Computing Wenying Jiang T.M. Jahns T.A. Lipo WEMPEC Y. Suzuki W. Taylor. JSOL Corp. UW-Madison, CS Dept. 07/10/2014 2014
KEY STAGE. Level threshold tables and age standardised scores for key stage 2 tests in English, mathematics and science KEY STAGE KEY STAGE KEY STAGE
KEY STAGE 2 2003 2003 Level threshold tables and age standardised scores for key stage 2 tests in English, mathematics and science This booklet provides: tables for converting test marks into national
Factors Affecting Vehicle Use in Multiple-Vehicle Households
Factors Affecting Vehicle Use in Multiple-Vehicle Households Rachel West and Don Pickrell 2009 NHTS Workshop June 6, 2011 Road Map Prevalence of multiple-vehicle households Contributions to total fleet,
Capacity-Achieving Accumulate-Repeat-Accumulate Codes for the BEC with Bounded Complexity
Capacity-Achieving Accumulate-Repeat-Accumulate Codes for the BEC with Bounded Complexity Igal Sason 1 and Henry D. Pfister 2 Department of Electrical Engineering 1 Techion Institute, Haifa, Israel School
E15/E20 Tolerance of In-Use Vehicle OBD-II Systems
CRC E-90 Project, Phase 1 E15/E20 Tolerance of In-Use Vehicle OBD-II Systems Jeff Jetter, Honda R&D Americas, Inc. Background 2 Current vehicles and OBD-II systems were designed to function properly with
Novel Charging Protocols in Lithium Ion Battery
Novel Charging Protocols in Lithium Ion Battery Objective:-: To develop a protocol which could optimize the charging time and the capacity fade. Approach: The Constant voltage charging process yields to
LINKING CRASH RECORDS WITH EMS REGISTRY DATA
LINKING CRASH RECORDS WITH EMS REGISTRY DATA Presentation by Nina Leung, PhD Injury Epidemiology & Surveillance Branch Texas Department of State Health Services PROJECT FUNDING 2 Traffic Safety Grant 2015-TDSHS-IS-G-1YG-0157
Current measurements on the Faroe Shelf
Current measurements on the Faroe Shelf 2008-2009 Tórshavn October 2009 Karin Margretha H. Larsen Bogi Hansen Regin Kristiansen and Ebba Mortensen HAVSTOVAN NR.: 09-04 TECHNICAL REPORT Contents Introduction...
ST-220CE. Single System Manifold. Power Supply. Soft Touch Power Supply Digital Power Supply CE Version. Single System Manifold Types
ST-220 Soft Touch Single System Manifold ST-220 ST-220 PART # ST-220CE Power Supply DESCRIPTION Soft Touch Power Supply Digital Power Supply CE Version Single System Manifold Types PART # DESCRIPTION PAGE
Experimental Investigation of Sound Pressure Levels Variation During Modulation of a Compressor in a Unit Case Study
Purdue University Purdue e-pubs International Compressor Engineering Conference School of Mechanical Engineering 2006 Experimental Investigation of Sound Pressure Levels Variation During Modulation of
Road Surface characteristics and traffic accident rates on New Zealand s state highway network
Road Surface characteristics and traffic accident rates on New Zealand s state highway network Robert Davies Statistics Research Associates http://www.statsresearch.co.nz Joint work with Marian Loader,
Composite Load Model Sensitivity Study
Composite Load Model Sensitivity Study An Analysis of the Sensitivity of WECC Grid Planning Models to Assumptions Regarding the Composition of Loads NERC LMTF Meeting Salt Lake City, UT January 12, 2016
VEHICLE EMISSIONS. ITF-SEDEMA workshop in Mexico City Norbert Ligterink
VEHICLE EMISSIONS ITF-SEDEMA workshop in Mexico City Norbert Ligterink HOT AIR, HIGH HOPES, AND LITTLE EXPECTATIONS FOR NO X Diesel passenger cars have shown no substantial reduction of NO x emissions
Simulation of the Mixture Preparation for an SI Engine using Multi-Component Fuels
ICE Workshop, STAR Global Conference 2012 March 19-21 2012, Amsterdam Simulation of the Mixture Preparation for an SI Engine using Multi-Component Fuels Michael Heiss, Thomas Lauer Content Introduction
Pollution Reduction Program (PRP) 4 - Particulate Emissions from Coal Trains
Pollution Reduction Program (PRP) 4 - Particulate Emissions from Coal Trains Prepared for: Australian Rail Track Corporation Prepared by: ENVIRON Australia Pty Ltd Date: September 2012 Project Number:
Lecture 2. Review of Linear Regression I Statistics Statistical Methods II. Presented January 9, 2018
Review of Linear Regression I Statistics 211 - Statistical Methods II Presented January 9, 2018 Estimation of The OLS under normality the OLS Dan Gillen Department of Statistics University of California,
Modeling Ignition Delay in a Diesel Engine
Modeling Ignition Delay in a Diesel Engine Ivonna D. Ploma Introduction The object of this analysis is to develop a model for the ignition delay in a diesel engine as a function of four experimental variables:
PETROLEUM SUBSTANCES
ENVIRONMENTAL SCIENCE FOR THE EUROPEAN REFINING INDUSTRY PETROLEUM SUBSTANCES WORKSHOP ON SUBSTANCE IDENTIFICATION AND SAMENESS Helsinki 7 October 2014 Foreword Petroleum Substances (PS) in the context
DIG-220. Single System Manifold. Power Supply
DIG-220 Digital DIG-220 DIG-220 Single System Manifold Power Supply Single System Manifold Types PART # DESCRIPTION PAGE # 94105 Manifold Assy with RC35/22 Cell 5 94107 Manifold Assy with RC42 Cell 5 94113
Tactical Vehicle Cons & Reps Cost Estimating Relationship (CER) Tool
Tactical Vehicle Cons & Reps Cost Estimating Relationship (CER) Tool Presented by: Cassandra M. Capots ICEAA Conference, Parametrics Track, W 11 Jun 2014 Other Contributors: Adam H. James Jeffery S. Cherwonik