PPT-Multiple Regression in Matrix Form Using EXCEL

Energy Consumption of Luxury Hotels in Hainan Province China Source Y Xin S Lu N Zhu W Wu 2012 Energy Consumption Quota of Four and Five Star Luxury Hotels Buildings in Hainan Province China Energy and Buildings Vol 45 pp 250256. Professor William Greene. Stern School of Business. IOMS Department. Department of Economics. Regression and Forecasting Models . Part . 7 . – . Multiple Regression. Analysis. Model Assumptions. BJ Furman. 14NOV2011. The Plan for Today. Solver. Review. Non-linear regression analysis. Aerospace engineering computation using a spreadsheet. Macros and VBA programming. Learning Objectives. Use Solver to solve mathematical equations. Matrix Algebra and the ANOVA. Matrix properties. Types of matrices. Matrix operations. Matrix algebra in Excel. Regression using matrices. ANOVA in matrix notation. Definition of a . Matrix. a . matrix. To Accompany. Business Statistics: A Decision Making Approach, . 8th . Ed.. Chapter 15:. Multiple Regression and Model Building. By. Groebner, Shannon, Fry, & Smith. Prentice-Hall Publishing Company. F-Test for Lack-of-Fit. Breaking Strength as Related to Water Pressure for Fiber Webs. M.S. . Ndaro. , X-y. Jin, T. Chen, C-w. Yu (2007). "Splitting of Islands-in-the-Sea Fibers (PA6/COPET) During . Hydroentangling. Intro to PS Research Methods. Announcements. Final on . May 13. , 2 pm. Homework in on . Friday. (or before). Final homework out . Wednesday 21 . (probably). Overview. we often have theories involving . 1. 2. 3. Outline. Jinmiao. Fu—Introduction and History . Ning. Ma—Establish and Fitting of the model. Ruoyu. Zhou—Multiple Regression Model in Matrix Notation. Dawei. . Xu. and Yuan Shang—Statistical Inference for Multiple Regression. David R. Johnson. Professor of Sociology, Demography and Family Studies. Pennsylvania State University. Outline. . What are missing data and why do we need to do something about them?. Classic Approaches and their problems.. Multiple Regression in Matrix Form Using EXCEL Energy Consumption of Luxury Hotels in Hainan Province, China Source: Y. Xin, S. Lu, N. Zhu, W. Wu (2012). "Energy Consumption Quota of Four and Five Star Luxury Hotels Buildings in Hainan Province, China," Energy and Buildings, Vol. 45, pp. 250-256. Copyright © Cengage Learning. All rights reserved. 13 Nonlinear and Multiple Regression Copyright © Cengage Learning. All rights reserved. 13.4 Multiple Regression Analysis Multiple Regression Analysis What. is . what. ? . Regression: One variable is considered dependent on the other(s). Correlation: No variables are considered dependent on the other(s). Multiple regression: More than one independent variable. S. ocial . S. ciences. Multiple Regression. Department . of Psychology. California State University Northridge. www.csun.edu. /. plunk. Multiple Regression. Multiple . regression predicts/explains . variance in a criterion (dependent) variable from the values of the predictor (independent) variables. . Nisheeth. Linear regression is like fitting a line or (hyper)plane to a set of points. The line/plane must also predict outputs the unseen (test) inputs well. . Linear Regression: Pictorially. 2. (Feature 1). Materials for this lecture. Demo. Lecture . 2 . Multiple Regression.XLS. Read Chapter 15 Pages 8-9 . Read all of Chapter 16’s Section 13. Structural Variation. Variables you want to forecast are often dependent on other variables.