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P  bnO NP$( 2' H  H(Lb1?Z j  bKm NP$( 2' H  HEB ppt_c='`B@BPB<*h 'D' =1:Bvisible*o3>+B#style.visibility<*h '%(D' =-s6Bwipe(left)*<3<*h 'D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*h 'QD' =1:Bvisible*o3>+B#style.visibility<*h 'Q%(D' =-s6Bwipe(left)*<3<*h 'QD' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*h QD' =1:Bvisible*o3>+B#style.visibility<*h Q%(D' =-s6Bwipe(left)*<3<*h QD' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*h D' =1:Bvisible*o3>+B#style.visibility<*h %(D' =-s6Bwipe(left)*<3<*h D1' =%(D' =%(D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*h D' =1:Bvisible*o3>+B#style.visibility<*h %(D' =-s6Bwipe(left)*<3<*h +8+0+h 0 + r  TLp (  p  p  `xaxa1 ?`    p  Zxaxa1 ?P<$ 0  "tpH p 0޽h ? =91___PPT10.+"D '  = @B Dl ' = @BA?%,( < +O%,( < +D1' =%(D' =%(D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*p D' =1:Bvisible*o3>+B#style.visibility<*p %(D' =-s6Bwipe(left)*<3<*p D1' =%(D' =%(D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*p /D' =1:Bvisible*o3>+B#style.visibility<*p /%(D' =-s6Bwipe(left)*<3<*p /D1' =%(D' =%(D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*p /ZD' =1:Bvisible*o3>+B#style.visibility<*p /Z%(D' =-s6Bwipe(left)*<3<*p /Z+8+0+p 0 +_ s  TLx (  x  x  `<xaxa1 ?`    x  Zxaxa1 ?P<$ 0  "tpH x 0޽h ? =___PPT10s.+"D'  = @B D' = @BA?%,( < +O%,( < +D1' =%(D' =%(D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*x 0D' =1:Bvisible*o3>+B#style.visibility<*x 0%(D' =-s6Bwipe(left)*<3<*x 0D' =%(Dt' =%(D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*x 0=D' =1:Bvisible*o3>+B#style.visibility<*x 0=%(D' =-s6Bwipe(left)*<3<*x 0=D' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*x =VD' =1:Bvisible*o3>+B#style.visibility<*x =V%(D' =-s6Bwipe(left)*<3<*x =VD' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*x VgD' =1:Bvisible*o3>+B#style.visibility<*x Vg%(D' =-s6Bwipe(left)*<3<*x VgD' =A@BBBB0B%(E5' =1B B`BPB,54*3>B ppt_c='`B@BPB<*x gyD' =1:Bvisible*o3>+B#style.visibility<*x gy%(D' =-s6Bwipe(left)*<3<*x gy+8+0+x 0 +P j   0 x(  0  0  `*xaxa1 ?0   \ 0  S A/ ??00 XB 0 0DjJ? P  0 <<-1?pp0 * p NX[(Wq_T+B#style.visibility<*,%(D%' =+4 8?pCBB+#ppt_w*sin(2.5*pi*$)CB?B*Y3>B ppt_w<*,D' =+4 8?\CB#ppt_hBCB#ppt_hB*Y3>B ppt_h<*,+V~0  (   3 rxaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 0(   3 rTtxaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 @(    N1 ?+ L   3 ryxaxa1 ?@    H  0޽h ? a(V0 P0(  0 0 N1 ?+ L   03 r~xaxa1 ?@    H 0 0޽h ? a(D0  (    Z:%xaxa1 ?@  %    T1 ?+ L  %H  0޽h ? a(V0 (    N1 ?+ L   3 rxaxa1 ?@    H  0޽h ? a(V0 p(   3 rxaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 (   3 rxaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 (   3 rxaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 ((  ( ( N1 ?+ L   (3 rߴxaxa1 ?@    H ( 0޽h ? a(V0 0(  0 03 r|xaxa1 ?@     0 N1 ?+ L  H 0 0޽h ? a(V0 8(  8 83 r|xaxa1 ?@     8 N1 ?+ L  H 8 0޽h ? a(V0 @(  @ @3 r xaxa1 ?@     @ N1 ?+ L  H @ 0޽h ? a(V0 P(  P P3 r xaxa1 ?@     P N1 ?+ L  H P 0޽h ? a(V0 X(  X X3 r xaxa1 ?@     X N1 ?+ L  H X 0޽h ? a(V0  `(  ` `3 r xaxa1 ?@     ` N1 ?+ L  H ` 0޽h ? a(V0 0p(  p p N1 ?+ L   p3 r xaxa1 ?@    H p 0޽h ? a(V0 P((  ( (3 r% xaxa1 ?@     ( N1 ?+ L  H ( 0޽h ? a(V0  0(  0 03 r?%xaxa1 ?@  %   0 N1 ?+ L  %H 0 0޽h ? a(V0 `H(  H H3 r* xaxa1 ?@     H N1 ?+ L  H H 0޽h ? a(V0 pP(  P P3 r/ xaxa1 ?@     P N1 ?+ L  H P 0޽h ? a(V0 `(  ` `3 r4 xaxa1 ?@     ` N1 ?+ L  H ` 0޽h ? a(V0 (   3 rC xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 (   3 rR xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 (   3 rW xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 (   3 rH xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 (   3 rM xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 ` (   3 rlz xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 0 (   3 rlk xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 @ (   3 rlp xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0  (   3 r@a xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0  (    N1 ?+ L   3 r xaxa1 ?@    H  0޽h ? a(D0 @(    Z˴xaxa1 ?@      T1 ?+ L  H  0޽h ? a(D0  ,(  , , ZD xaxa1 ?@     , T1 ?+ L  H , 0޽h ? a(D0  D(  D D Z xaxa1 ?@     D T1 ?+ L  H D 0޽h ? a(D0 p (    Zl xaxa1 ?@      T1 ?+ L  H  0޽h ? a(D0 @ (    Z xaxa1 ?@      T1 ?+ L  H  0޽h ? a(D0   (      Z xaxa1 ?@       T1 ?+ L  H  0޽h ? a(D0   (      Zp xaxa1 ?@       T1 ?+ L  H  0޽h ? a(D0   (      Z xaxa1 ?@       T1 ?+ L  H  0޽h ? a(D0 P $ (  $  $  Z xaxa1 ?@     $  T1 ?+ L  H $ 0޽h ? a(D0 p , (  ,  ,  Z xaxa1 ?@     ,  T1 ?+ L  H , 0޽h ? a(D0 ` 4 (  4  4  Z xaxa1 ?@     4  T1 ?+ L  H 4 0޽h ? a(0  L Q(  L d L <1?   L  ` jJjJ1?`  K124   d L <1?`Pd L <1?P V L  Z@ xaxa1 ?@   ~Note: 1. As we move farther from the mean, the bands get wider. 2. The prediction interval bands are wider. Why? (extra Syx)y L  T1 ?+ L  H L 0޽h ? a(D0  \ (  \  \  Z xaxa1 ?@     \  T1 ?+ L  H \ 0޽h ? a(D!0  l (  l  l  Z xaxa1 ?@     l  T1 ?+ L  H l 0޽h ? a(D"0  t (  t  t  Z xaxa1 ?@     t  T1 ?+ L  H t 0޽h ? a(D@0 `| (  |  |  Zմxaxa1 ?@     |  T1 ?+ L  H | 0޽h ? a(VB0 ` (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VC0  (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VD0  (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VE0  (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VF0  (     3 r xaxa1 ?@       N1 ?+ L  H  0޽h ? a(VG0 @ (     3 r xaxa1 ?@       N1 ?+ L  H  0޽h ? a(DH0   (      Z xaxa1 ?@       T1 ?+ L  H  0޽h ? a(kN0 +#X (  X d X <1?   X  `jJjJ1?`  K139   d X <1?`Pd X <1?P  X  Zȼxaxa1 ?@     X  T1 ?+ L  H X 0޽h ? a(VQ0  p (  p  p  N1 ?+ L   p 3 r xaxa1 ?@    H p 0޽h ? a(VR0  x (  x  x  N1 ?+ L   x 3 r xaxa1 ?@    H x 0޽h ? a(VT0  (      N1 ?+ L    3 rxaxa1 ?@    H  0޽h ? a(VV0  (     3 rHxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VW0  (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VX0  (      N1 ?+ L    3 r\xaxa1 ?@    H  0޽h ? a(VY0   (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VZ0 0 (      N1 ?+ L    3 rƴxaxa1 ?@    H  0޽h ? a(D[0 P (      Zдxaxa1 ?@       T1 ?+ L  H  0޽h ? a(D\0 p (      Zڴxaxa1 ?@       T1 ?+ L  H  0޽h ? a(V]0  (     3 r@xaxa1 ?@       N1 ?+ L  H  0޽h ? a(V^0  (     3 r9 xaxa1 ?@       N1 ?+ L  H  0޽h ? a(V_0  (      N1 ?+ L    3 r$? xaxa1 ?@    H  0޽h ? a(V`0   (      N1 ?+ L    3 rf xaxa1 ?@    H  0޽h ? a(Va0   (     3 r\ xaxa1 ?@       N1 ?+ L  H  0޽h ? a(Vb0 P  (     3 rlu xaxa1 ?@       N1 ?+ L  H  0޽h ? a(Dc0   (      Z xaxa1 ?@       T1 ?+ L  H  0޽h ? a(Dd0   (      Z xaxa1 ?@       T1 ?+ L  H  0޽h ? a(Ve0 0  (      N1 ?+ L    3 r\ xaxa1 ?@    H  0޽h ? a(Df0   (      Z xaxa1 ?@       T1 ?+ L  H  0޽h ? a(Vg0   (      N1 ?+ L    3 r xaxa1 ?@    H  0޽h ? a(Dh0  $ (  $  $  Z xaxa1 ?@     $  T1 ?+ L  H $ 0޽h ? a(Dj0  4 (  4  4  Z,%xaxa1 ?@  %   4  T1 ?+ L  %H 4 0޽h ? a(Dk0  < (  <  <  Z xaxa1 ?@     <  T1 ?+ L  H < 0޽h ? a(Dl0  D (  D  D  Z%xaxa1 ?@  %   D  T1 ?+ L  %H D 0޽h ? a(Dm0  L (  L  L  Z %xaxa1 ?@  %   L  T1 ?+ L  %H L 0޽h ? a(Dn0  T (  T  T  Z%xaxa1 ?@  %   T  T1 ?+ L  %H T 0޽h ? a(Do0 0 \ (  \  \  Z%xaxa1 ?@  %   \  T1 ?+ L  %H \ 0޽h ? a(Vp0 @ d (  d  d  N1 ?+ L  % d 3 rH%xaxa1 ?@  %  H d 0޽h ? a(Dq0 P l (  l  l  Z%xaxa1 ?@  %   l  T1 ?+ L  %H l 0޽h ? a(Dr0 ` t (  t  t  Z"%xaxa1 ?@  %   t  T1 ?+ L  %H t 0޽h ? a(Ds0 p | (  |  |  Z'%xaxa1 ?@  %   |  T1 ?+ L  %H | 0޽h ? a(Dt0   (      Z0%xaxa1 ?@  %     T1 ?+ L  %H  0޽h ? a(Du0   (      Z5%xaxa1 ?@  %     T1 ?+ L  %H  0޽h ? a(v0 ~ (   d  <1?     `hjJjJ1?`  J24   d  <1?`Pd  <1?P    Ztxaxa1 ?@   zfThis teleology is based on the number of explanatory variables & nature of relationship between X & Y.   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's(A'^P>k|1!v\ 7~  Oh+'0( 8D h t  ʮ عͳѧPowerPointֿƽֿֿ*c:\powerpnt\template\sldshow\mcdiesin.pptMiwangwer730Microsoft PowerPoint 4.0how@J@&A[J@߸R@ |} ՜.+,D՜.+,     ' 屏幕显示t??  tѧͳϵ!^[ sTimes New Roman宋体 Book AntiquaArial WingdingsMonotype Sorts黑体隶书 Wingdings 2 Wingdings 3Symbol创艺简隶书System微软简隶书 mcdiesinMicrosoft Clip GalleryMicrosoft 公式 3.0 BMP 图象Microsoft Excel 图表 位图图像MS 组织结构图 2.0第10章 一元线性回归 学习目标PowerPoint 演示文稿变量间的关系 函数关系函数关系 (几个例子)相关关系 (correlation)相关关系 (几个例子)相关关系 (类型)+相关关系的描述与测度 (散点图)散点图 (scatter diagram)散点图 (例题分析)散点图 (例题分析)散点图 (例题分析).相关关系的描述与测度 (相关系数)'相关系数 (correlation coefficient)相关系数 (计算公式)"相关系数 (取值及其意义)"相关系数 (取值及其意义)相关系数 (例题分析)相关系数的显著性检验4相关系数的显著性检验 ( r 的抽样分布)1相关系数的显著性检验 (检验的步骤).相关系数的显著性检验 (例题分析).相关系数的显著性检验 (例题分析)PowerPoint 演示文稿&什么是回归分析? (Regression)%回归分析与相关分析的区别回归模型的类型一元线性回归模型一元线性回归 回归模型 (regression model)一元线性回归模型)一元线性回归模型 (基本假定) $回归方程 (regression equation)6估计的回归方程 (estimated regression equation)参数的最小二乘估计最小二乘估计最小二乘估计 (图示) .最小二乘法 ( 和 的计算公式)%估计方程的求法 (例题分析)%估计方程的求法 (例题分析)用Excel进行回归分析回归直线的拟合优度变差变差的分解 (图示) 6离差平方和的分解 (三个平方和的关系) 5离差平方和的分解 (三个平方和的意义)0判定系数r2 (coefficient of determination) 判定系数r2 (例题分析)0估计标准误差 (standard error of estimate)显著性检验线性关系的检验*线性关系的检验 (检验的步骤) '线性关系的检验 (例题分析) *线性关系的检验 (方差分析表) 回归系数的检验4回归系数的检验 (样本统计量 的分布)'回归系数的检验 (检验步骤) &回归系数的检验 (例题分析)&回归系数的检验 (例题分析)!Excel输出的部分回归结果PowerPoint 演示文稿(利用回归方程进行估计和预测 点估计 点估计 y 的平均值的点估计y 的个别值的点估计 区间估计 区间估计置信区间估计"置信区间估计 (例题分析)预测区间估计"预测区间估计 (例题分析)影响区间宽度的因素+置信区间、预测区间、回归方程PowerPoint 演示文稿残差 (residual)用残差证实模型的假定残差图 (residual plot)残差图 (形态及判别)残差图 (例题分析)(标准化残差 (standardized residual)标准化残差图"标准化残差图 (例题分析)2用残差检测异常值和 有影响的观测值异常值 (outlier)异常值 (识别)有影响的观测值有影响的观测值 (图示)杠杆率点 (ieverage point)高杠杆率点 (图示) 本章小结PowerPoint 演示文稿 已用的字体演示文稿设计模板嵌入 OLE 服务器幻灯片标题^ 8@ _PID_HLINKSAl..\03 eEQe.s\(11)VR_N͋v1ueg.ppt%..\02 {^opGrDN\(10-1)vsQ|pev{ Book1.xls$..\02 {^opGrDN\(10-2)NCQVR_Rg Book2.xls_Zwangwang  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~                           ! 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