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Sortsbbv 0b( 01   LPvfNRegular v3.00LiSuBSGPPQPPP^PPSP0b 3PPQ8PPP3=1 ljPQ PPU3&$pWySPQPPR6 7=¸PQPPP]71# POPYPTPPP@7<)6.PQ21=5 EPTPPR ?#$P^PTPPPp "5 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X v$0!02    `<xaxa1? 2 |~r eP^nT8( 2GGH  0޽h ? c    (   x  c $u`   R  ZX<xaxa1 ?P ` ,$ 0 X: E=10%, 1-a=95% za/2=1.96 1uNl gpvOo` (u0.5Nf-( G  4 tp  <d<1? 0  sS^bS193MOm9\O:N7h,g F( 2Cg C    DAf }$?11ȜȜ??)7G x }$dAH  0޽h ? c R  xp(    3 r@<xaxa1 ?0`  <   # l<xaxa1 ?@<$ 0 < "tpH  0޽h ? =`   $<(  < < TL<xaxa1?@ X ~ _g C<  < c $A ??eP8 $D 0  < 3  WH!vd @?THANKSArial" @!0!0B < s *޽h ? GGGى___PPT10+ڢD' = @B DC' = @BA?%,( < +O%,( < +Dz' =%(D"' =%(D' =4@BBB B%(D' =1:Bvisible*o3>+B#style.visibility<*<%(D%' =+4 8?pCBB+#ppt_w*sin(2.5*pi*$)CB?B*Y3>B ppt_w<*<D' =+4 8?\CB#ppt_hBCB#ppt_hB*Y3>B ppt_h<*<+JR0   (    # lpNxaxa1 ?@  N     H1 ?+ L  NH  0޽h ? a(VU0 (   3 rx<xaxa1 ?@  <    N1 ?+ L  <H  0޽h ? a(VV0 (   3 r`xaxa1 ?@      N1 ?+ L  H  0޽h ? a(VW0 (    N1 ?+ L  > 3 r|>xaxa1 ?@  >  H  0޽h ? a(V]0  (    N1 ?+ L   3 rձxaxa1 ?@    H  0޽h ? a([0 ,(  , ,3 r sxaxa1 ?@   #}An estimator is a random variable used to estimate a population parameter (characteristic). Unbiasedness An estimator is unbiased if the mean of its sampling distribution is equal to the population parameter. Efficiency The efficiency of an unbiased estimator is measured by the variance of its sampling distribution. If two estimators, with the same sample size, are both unbiased, then the one with the smaller variance has greater relative efficiency. Consistency An estimator is a consistent estimator of a population parameter if the larger the sample size, the more likely it is that the estimate will come close to the parameter.h~\ !!  <<   I  [  , N1 ?+ L  H , 0޽h ? a(V0 0(    N1 ?+ L   3 r-xaxa1 ?@    H  0޽h ? a(v0 6.@(  d  <1?    Z2jJjJ1?`  J14   d  <1?`Pd  <1?P  3 r6xaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 P(   3 r;xaxa1 ?@      N1 ?+ L  H  0޽h ? a([0 (   3 rؑxaxa1 ?@   #}An estimator is a random variable used to estimate a population parameter (characteristic). Unbiasedness An estimator is unbiased if the mean of its sampling distribution is equal to the population parameter. Efficiency The efficiency of an unbiased estimator is measured by the variance of its sampling distribution. If two estimators, with the same sample size, are both unbiased, then the one with the smaller variance has greater relative efficiency. Consistency An estimator is a consistent estimator of a population parameter if the larger the sample size, the more likely it is that the estimate will come close to the parameter.h~\ !!  <<   I  [   N1 ?+ L  H  0޽h ? a([0 (   3 rTxaxa1 ?@   #}An estimator is a random variable used to estimate a population parameter (characteristic). Unbiasedness An estimator is unbiased if the mean of its sampling distribution is equal to the population parameter. Efficiency The efficiency of an unbiased estimator is measured by the variance of its sampling distribution. If two estimators, with the same sample size, are both unbiased, then the one with the smaller variance has greater relative efficiency. Consistency An estimator is a consistent estimator of a population parameter if the larger the sample size, the more likely it is that the estimate will come close to the parameter.h~\ !!  <<   I  [   N1 ?+ L  H  0޽h ? a(V0  @(  @ @3 rpNxaxa1 ?@  N   @ N1 ?+ L  NH @ 0޽h ? a(V0  X(  X X N1 ?+ L  N X3 rXNxaxa1 ?@  N  H X 0޽h ? a(V0 0(   3 rڱxaxa1 ?@      N1 ?+ L  H  0޽h ? a(V0 p ((  ( (3 rԺNxaxa1 ?@  N   ( N1 ?+ L  NH ( 0޽h ? a(V-0  (     3 r`xaxa1 ?@       N1 ?+ L  H  0޽h ? a(V10  (      N1 ?+ L    3 rpƱxaxa1 ?@    H  0޽h ? a(V30 P  (      N1 ?+ L  N  3 rNxaxa1 ?@  N  H  0޽h ? a(V60  (      N1 ?+ L    3 r#xaxa1 ?@    H  0޽h ? a(V70  (      N1 ?+ L    3 rxaxa1 ?@    H  0޽h ? a(V80  $ (  $  $ 3 r(xaxa1 ?@     $  N1 ?+ L  H $ 0޽h ? a(V90 `, (  ,  , 3 r@xaxa1 ?@     ,  N1 ?+ L  H , 0޽h ? a(v:0 6.4 (  4 d 4 <1?   4 ZͱjJjJ1?`  J14   d 4 <1?`Pd 4 <1?P  4 3 rбxaxa1 ?@     4  N1 ?+ L  H 4 0޽h ? a(v<0 6.pD (  D d D <1?   D ZEjJjJ1?`  J33   d D <1?`Pd D <1?P  D 3 rJxaxa1 ?@     D  N1 ?+ L  H D 0޽h ? a(V=0 @L (  L  L  N1 ?+ L   L 3 r߱xaxa1 ?@    H L 0޽h ? a(VB0 Pd (  d  d 3 rxaxa1 ?@     d  N1 ?+ L  H d 0޽h ? a(VE0 px (  x  x  N1 ?+ L   x 3 rLxaxa1 ?@    H x 0޽h ? a(<F0  (   d  <1?    ZpXjJjJ1?`  J35   d  <1?`Pd  <1?P   3 r\xaxa1 ?@   Notice that the interval width is determined by 1-a in the sampling distribution.&R2A   N1 ?+ L  H  0޽h ? a(G0 yq  (   ;  3 rHxaxa1 ?@   mHave students explain why each of these occurs. Level of confidence can be seen in the sampling distribution.   N1 ?+ L  H  0޽h ? a(VH0  (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(VK0  (      N1 ?+ L    3 r@xaxa1 ?@    H  0޽h ? a(VL0  (     3 rxaxa1 ?@       N1 ?+ L  H  0޽h ? a(vN0 6. (   d  <1?    Z NjJjJ1?`  J90   d  <1?`Pd  <1?P   3 r Nxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(VP0  (      N1 ?+ L  N  3 r\Nxaxa1 ?@  N  H  0޽h ? a(vQ0 6. (   d  <1?    ZNjJjJ1?`  J14   d  <1?`Pd  <1?P   3 rP Nxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(VR0  (      N1 ?+ L  N  3 r%Nxaxa1 ?@  N  H  0޽h ? a(VT0  (     3 r`*Nxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(V`0 D (  D  D  N1 ?+ L  N D 3 rNxaxa1 ?@  N  H D 0޽h ? a(Va0 L (  L  L 3 rNxaxa1 ?@  N   L  N1 ?+ L  NH L 0޽h ? a(vc0 6. \ (  \ d \ <1?   \ ZNjJjJ1?`  J90   d \ <1?`Pd \ <1?P  \ 3 rNxaxa1 ?@  N   \  N1 ?+ L  NH \ 0޽h ? a(Vf0  t (  t  t 3 rNxaxa1 ?@  N   t  N1 ?+ L  NH t 0޽h ? a(Vj0  (     3 r`/Nxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(vl0 6.  (   d  <1?    Z3NjJjJ1?`  J90   d  <1?`Pd  <1?P   3 r8Nxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(m0 nf (   d  <1?     `NjJjJ1?`  J38   d  <1?`Pd  <1?P    Z8Nxaxa1 ?@  N bNIn this diagram, do the populations have equal or unequal variances? Unequal.   T1 ?+ L  NH  0޽h ? a(Vn0 P (     3 rGNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(Vo0 p (     3 r,UNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(Vq0 0 (      N1 ?+ L  N  3 rT=Nxaxa1 ?@  N  H  0޽h ? a(vr0 6.` (   d  <1?    ZLNjJjJ1?`  J90   d  <1?`Pd  <1?P   3 rHPNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(Vs0 @ (     3 rBNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(Vt0  (     3 r,ZNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(vv0 6. (   d  <1?    Z_NjJjJ1?`  J90   d  <1?`Pd  <1?P   3 r`cNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(Vw0  (      N1 ?+ L  N  3 rhNxaxa1 ?@  N  H  0޽h ? a(Vx0  (     3 rpmNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(Vy0  (     3 rprNxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(v{0 6. (   d  <1?    Z\wNjJjJ1?`  J90   d  <1?`Pd  <1?P   3 r{Nxaxa1 ?@  N     N1 ?+ L  NH  0޽h ? a(V}0  0 (  0  0  N1 ?+ L  N 0 3 rNxaxa1 ?@  N  H 0 0޽h ? a(v0 6.@ @ (  @ d @ <1?   @ ZPNjJjJ1?`  J90   d @ <1?`Pd @ <1?P  @ 3 rNxaxa1 ?@  N   @  N1 ?+ L  NH @ 0޽h ? a(V0 H (  H  H 3 rNxaxa1 ?@     H  N1 ?+ L  H H 0޽h ? a(V0 ` P (  P  P  N1 ?+ L  N P 3 rNxaxa1 ?@  N  H P 0޽h ? a(V0  X (  X  X  N1 ?+ L  N X 3 rNxaxa1 ?@  N  H X 0޽h ? a(V0  ` (  `  `  N1 ?+ L  N ` 3 rNxaxa1 ?@  N  H ` 0޽h ? a(v0 6. h (  h d h <1?   h ZNjJjJ1?`  J90   d h <1?`Pd h <1?P  h 3 rNxaxa1 ?@  N   h  N1 ?+ L  NH h 0޽h ? a(~0 >6`t (  t  t 3 rxaxa1 ?@   F2As a result of this class, you will be able to ... t  N1 ?+ L  H t 0޽h ? a(0 nf0 | (  | d | <1?   |  `NjJjJ1?`  J38   d | <1?`Pd | <1?P  |  ZġNxaxa1 ?@  N bNIn this diagram, do the populations have equal or unequal variances? 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AT3  5 6p! 0 Y8 n: ,u!7x!@{!D~!M!"!E!!B!":> JA ؕ!q!F:!E!N!a!h!p!C &H 4`!O!0J L =I@P;!!ĺ!܄@O G0S «L`!!!!!ZS0V !XV]4uZ \ V_ a eP!gp'.d )xh ok p@k!!!7v`o A!5!!!_*r n!g!f"X"B"Bwt "".~`v U ," Oh+'0  0< ` l x 7 ͳѧPowerPointֿƽֿֿ*c:\powerpnt\template\sldshow\mcdiesin.pptMiwangwer717Microsoft PowerPoint 4.0how@0:c@M8@Lg Q@eT  ՜.+,0     ; 屏幕显示t??  tѧͳϵ@6%YD iTimes New Roman宋体 Book AntiquaArial WingdingsMonotype Sorts黑体隶书Symbol Wingdings 3SystemLucida Handwriting mcdiesinMicrosoft Clip GalleryMicrosoft 公式 3.0ClipArt第 7 章 参数估计 学习目标(参数估计在统计方法中的地位统计推断的过程PowerPoint 演示文稿估计量与估计值5估计量与估计值 (estimator & estimated value)点估计与区间估计参数估计的方法点估计 (point estimate)"区间估计 (interval estimate)区间估计的图示置信水平 $置信区间 (confidence interval)置信区间与置信水平 影响区间宽度的因素评价估计量的标准无偏性 (unbiasedness)有效性 (efficiency)一致性 (consistency)PowerPoint 演示文稿"一个总体参数的区间估计\总体均值的区间估计 (正态总体、2已知,或非正态总体、大样本)(总体均值的区间估计 (大样本)+总体均值的区间估计 (例题分析)+总体均值的区间估计 (例题分析)+总体均值的区间估计 (例题分析)+总体均值的区间估计 (例题分析)G总体均值的区间估计 (正态总体、2未知、小样本))总体均值的区间估计 (小样本) t 分布+总体均值的区间估计 (例题分析)+总体均值的区间估计 (例题分析)总体比例的区间估计总体比例的区间估计+总体比例的区间估计 (例题分析)总体方差的区间估计总体方差的区间估计%总体方差的区间估计 (图示)+总体方差的区间估计 (例题分析)+总体方差的区间估计 (例题分析)PowerPoint 演示文稿"两个总体参数的区间估计:两个总体均值之差的区间估计 (独立大样本).两个总体均值之差的估计 (大样本)/两个总体均值之差的估计 (大样本)1两个总体均值之差的估计 (例题分析)1两个总体均值之差的估计 (例题分析):两个总体均值之差的区间估计 (独立小样本)>两个总体均值之差的估计 (小样本: 12= 22 )=两个总体均值之差的估计 (小样本: 12=22 )1两个总体均值之差的估计 (例题分析)1两个总体均值之差的估计 (例题分析)@两个总体均值之差的估计 (小样本: 12 22 )?两个总体均值之差的估计 (小样本: 1222 )1两个总体均值之差的估计 (例题分析)1两个总体均值之差的估计 (例题分析)7两个总体均值之差的区间估计 (匹配样本)4两个总体均值之差的估计 (匹配大样本)4两个总体均值之差的估计 (匹配小样本)1两个总体均值之差的估计 (例题分析)1两个总体均值之差的估计 (例题分析)(两个总体比例之差区间的估计(两个总体比例之差的区间估计1两个总体比例之差的估计 (例题分析)2两个总体比例之差的估计 (例题分析)%两个总体方差比的区间估计%两个总体方差比的区间估计.两个总体方差比的区间估计 (图示)4两个总体方差比的区间估计 (例题分析)5两个总体方差比的区间估计 (例题分析)PowerPoint 演示文稿+估计总体均值时样本容量的确定,估计总体均值时样本容量的确定 ;估计总体均值时样本容量的确定 (例题分析)<估计总体均值时样本容量的确定 (例题分析)+估计总体比例时样本容量的确定,估计总体比例时样本容量的确定 ;估计总体比例时样本容量的确定 (例题分析)8估计两个总体均值之差时 样本容量的确定9估计两个总体均值之差时 样本容量的确定 G估计两个总体均值之差时样本容量的确定 (例题分析)G估计两个总体均值之差时样本容量的确定 (例题分析)8估计两个总体比例之差时 样本容量的确定9估计两个总体比例之差时 样本容量的确定 G估计两个总体比例之差时样本容量的确定 (例题分析)G估计两个总体比例之差时样本容量的确定 (例题分析) 本章小结PowerPoint 演示文稿 已用的字体 演示文稿设计模板嵌入 OLE 服务器幻灯片标题Y_"wangwang  !"#$%&'()*+,-./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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