Using EXCEL for Regression Simple Linear Regression Analysis Slides: 27 Download presentation Using EXCEL for Regression Simple Linear Regression Analysis Store Square Feet(千) Annual Sales(百萬) 1 1. 7 3. 7 2 1. 6 3. 9 3 2. 8 6. 7 4 5. 6 9. 5 5 1. 3 3. 4 6 2. 2 5. 6 7 1. 3 3. 7 8 1. 1 2. 7 9 3. 2 5. 5 10 1. 5 2. 9 Simple Linear Regression Analysis 1. 點選以選取分析的資料 Simple Linear Regression Analysis Y Simple Linear Regression Analysis X Simple Linear Regression Analysis 樣本迴歸線圖 Annual Sales(百萬) 樣本迴歸線圖 6 5 Square Feet(千) 4 3 Square Feet(千) 預測為 Square Feet(千) 2 1 0 3. 7 3. 9 6. 7 9. 5 3. 4 5. 6 Annual Sales(百萬) 3. 7 2. 7 5. 5 2. 9 殘差圖 0. 6 0. 4 0. 2 0 殘差 3. 9 6. 7 9. 5 3. 4 5. 6 -0. 2 -0. 4 -0. 6 -0. 8 Annual Sales(百萬) 3. 7 2. 7 5. 5 2. 9 Multiple Regression Analysis Store 1 2 3 4 5 6 7 8 9 10 Sales 4141 3842 4226 5000 1916 2295 4113 1096 2114 3354 Price 59 59 79 79 79 99 99 99 Promotion 200 400 600 Multiple Regression Analysis 1. 點選以選取分析的資料 Multiple Regression Analysis Y X Multiple Regression Analysis Simple linear regression and multiple regressionSimple linear regression excelSurvival analysis vs logistic regressionLogistic regression vs linear regressionLinear regression vs multiple regressionSimple linear regression hypothesis exampleUseless regression chapter 16Simple linear regressionLinear regression functionMahalanobis distance spssRegression equation in excelSimple regression analysisQuadratic regression in excelStandard error excel regressionRegression in excel 2007Regression mathematikMultiple nonlinear regression excelTrim stataReduced major axis regression excelKnn linear regressionHierarchical linear regression spssLinear regression riddle bScala linear regressionLinear trend equationSy/xLinear regression spssCost function andrew ngGradient descent multiple variables