PPT-Interaction Detection in GLM – a Case Study

Chun Li PhD ISO Innovative Analytics March 2012 Agenda Case study Approaches Proc Genmod GAM in R Proc Arbor Details Summary Case Study Personal Auto loss prediction Pure premium prediction GLM . we have evolved the process and methodology of leak detection and location into a science and can quickly and accurately locate leaks in homes, office buildings, swimming pools and space, as well as under streets and sidewalks, driveways, asphalt parking lots and even golf courses. 02nT Faster cycle rates Up to 10Hz Longer range detection Pros brPage 5br Magnetometers Magnetometers Large distant targets mask small local targets Difficult to pick out small target due to background noise No sense of direction of target on single GOES-R Program Senior Scientist. NOAA/NESDIS. http://www.goes-r.gov. (with contributions from our many partners). NOAA . igh. Impact Weather Workshop. Norman, OK. 24 February, 2011. Geostationary Lightning . , . 2. Richard Blakeslee, . 2. William Koshak, and . 3. Douglas Mach. with contributions from the GOES-R GLM AWG and Science Team. 1. GOES-R Program Senior Scientist, NOAA/NESDIS GPO. http://www.goes-r.gov. Example: Birth defects. We want to know if the probability of a certain birth defect is higher among women of a certain age. Outcome (y) = presence/absence of birth defect. Explanatory (x) = maternal age a birth. www.maizegenetics.net/tassel. Terry Casstevens. 1. , Peter Bradbury. 2,3. , Zhiwu Zhang. 1. , Yang Zhang. 1. , Edward Buckler. 1,2,4.  . 1. Institute for Genomic Diversity, Cornell University, Ithaca, NY . Carey. , C.C., S. . Aditya. , K. . Subratie. , and R. . Figueiredo. . . 1 May 2016. . Project EDDIE: Modeling Climate Change Effects on Lakes Using Distributed Computing. Project EDDIE Module 4, Version 1. . Zurich SPM Course 2011. 16-18 February. Klaas Enno Stephan . Laboratory for Social & Neural Systems Research. Institute for Empirical Research in Economics. University of Zurich. Functional Imaging Laboratory (FIL). Data Analytics – . ITWS-4600/ITWS-6600. Group 4 Module 12. , . April . 3. , 2017. C. ross-validation, Revisiting Regression – local models, and non-parametric…. coleman. > head(. coleman. ). Andreas Winter. Joost Pompert. Falkland Islands Government. Single quota. . Single vessel. Single quota. . Single vessel. Limits opportunities for comparing depredation among longline sets.. ?. ‘Invisible’ depredation. Jamison Hawkins. Lockheed Martin Corporation . Music:. Also . Sprach. Zarathustra . by Richard Strauss. performed by John Williams and the Boston Symphony Orchestra. Philips, 1983 . GOES-R. Over 100 Remote Sensing Satellites. State-of-the-art face detection demo. (Courtesy . Boris . Babenko. ). Face detection and recognition. Detection. Recognition. “Sally”. Face detection. Where are the faces? . Face Detection. What kind of features?. Transformations. Ming-. Te. Chi. Department of Computer Science,. National Chengchi University. Outline. Geometric Transformations. Basic transformation. The coordinates. Hierarchy transformation. Transformation Terminology. Lawrence D. Carey. 1. , Christopher J. Schultz. 1. , Walter A. Petersen. 2. , Daniel Cecil. 1. , Monte Bateman. 3. , Steven Goodman. 4. , Geoffrey Stano. 5. , Valliappa Lakshmanan. 6. 1 – UAHuntsville, Huntsville, AL; 2– NASA GSFC/WFF Wallops , VA; 3 – USRA (NASA MSFC); 4 – NOAA NESDIS; 5 – ENSCO (NASA MSFC); 6 – OU CIMMS/NOAA NSSL.