PPT-1 Regression Verification

for MultiThreaded Programs Sagar Chaki SEIPittsburgh Arie Gurfinkel SEIPittsburgh Ofer Strichman TechnionHaifa Originally presented at VMCAI 2012 VSSE 2012 2 Regression Verification. Di64256erentiating 8706S 8706f Setting the partial derivatives to 0 produces estimating equations for the regression coe64259cients Because these equations are in general nonlinear they require solution by numerical optimization As in a linear model isavectorofparameterstobeestimatedand x isavectorofpredictors forthe thof observationstheerrors areassumedtobenormallyandindependentlydistributedwith mean 0 and constant variance The function relating the average value of the response to the pred MPI and Thread Programs . Sarvani. . Vakkalanka. Anh. Vo*. Michael . DeLisi. Sriram. . Aananthakrishnan. Alan Humphrey. Christopher Derrick. Yu Yang. Ganesh Gopalakrishnan*. Robert M. Kirby*. * = presenters. for . Multi-Threaded Programs. Sagar Chaki, SEI-Pittsburgh. Arie Gurfinkel, SEI-Pittsburgh. Ofer Strichman. , Technion-Haifa. Originally presented at VMCAI 2012. VSSE 2012. 2. Regression Verification. VMCAI 2012. January 24, 2012. Arie. . Gurfinkel. , . Sagar. . Chaki. SEI/CMU. Ofer. . Strichman. Technion. Regression Verification. Formal equivalence checking of two similar programs. Three selling points:. Tonya R. . Hsiung. Assistant Director of Financial Aid. Franklin & Marshall College. What is Verification. Because students sometimes make error on their application, there is a process for verifying applications and making corrections. The Central Processing System (CPS) selects which applications are to be verified, but you also have the authority to verify additional students.. MPI and Thread Programs . Sarvani. . Vakkalanka. Anh. Vo*. Michael . DeLisi. Sriram. . Aananthakrishnan. Alan Humphrey. Christopher Derrick. Yu Yang. Ganesh Gopalakrishnan*. Robert M. Kirby*. * = presenters. Verification is confirmation of eligibility for free and reduced price meals under NSLP and SBP. . Verification is . not . required for CEP schools or DC students. . Verification activities begin on Oct. 1 and must be concluded by November. Verification Tracking Flag. 2016-2017. 2017-2018. V1. Standard Verification Group. Standard Verification Group. V4. Custom Verification (HS Completion, Identity, SNAP, Child Support Paid). : A British biometrician, Sir Francis Galton, defined regression as ‘stepping back towards the average’. He found that the offspring of abnormally tall or short parents tends to regress or step back to average.. Fun facts about the regression line. Equation of regression line: . If we convert our X and Y scores to . z. x. and . z. y. , the regression line through the z-scores is:. Because the means of the z-scores are zero and the standard deviations are 1.. Identify . the steps required for Verification.. Calculate an accurate sample . size and verify the correct number of applications.. Follow the Verification timelines.. Complete SFA Verification Collection . 2. Dr. Alok Kumar. Logistic regression applications. Dr. Alok Kumar. 3. When is logistic regression suitable. Dr. Alok Kumar. 4. Question. Which of the following sentences are . TRUE.  about . Logistic Regression. Regression Trees. Characteristics of classification models. model. linear. parametric. global. stable. decision tree. no. no. no. no. logistic regression. yes. yes. yes. yes. discriminant. analysis.