MIME-Version: 1.0 Content-Type: multipart/related; boundary="----=_NextPart_01C42C72.F04C6990" このドキュメントは単一ファイル Web ページ (Web アーカイブ ファイル) です。お使いのブラウザ、またはエディタは Web アーカイブ ファイルをサポートしていません。Microsoft Internet Explorer など、Web アーカイブをサポートするブラウザをダウンロードしてください。 ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析

このプレゼンテーシ= ョンの内容は、お使= 2356;のブラウザで正しӔ= 7;表示されない可能性&= #12364;あります。 このプレゼンテーシ= 2519;ンは、より新しいӡ= 6;ージョンの Microsoft Internet Explorer 用に最適化されてい= 2414;す。

続行する場合は、次= をクリックしてくだ= 2373;い : ここ.

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マスタ = 2479;イトルの書式設定
マスタ テキスト{= 98;書式設定
第 2 レベル <= /div>
第 3 レベル <= /div>
第 4 レベル <= /div>
第 5 レベル
<日付/時刻>
<フッタ= ー>
<#>
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マスタ = 2479;イトルの書式設定
マスタ = 2469;ブタイトルの書式ෑ= 3;定
<日付/時刻>
<フッタ= ー>
<#>
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/master121.xml Content-Transfer-Encoding: quoted-printable Content-Type: text/xml; charset="utf-8" ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/pres.xml Content-Transfer-Encoding: quoted-printable Content-Type: text/xml; charset="utf-8" ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0001.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
主成分分析
 （princ= ipal component analysis&= #65307;PCA ）
教育認知心= ;理学講座　
Ｍ１　溝口= ;るい
= 心理データ解析演習= 　2004= / 04/28
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/master121_image001.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlh0gE4AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQDQ ATYAgAAAAACZmQL/jI+py+0Po5y02ouz3rz7D4YiQJbmiabqyrbuC8fyTNf2jef6zvf+7wsAh8Si 8YhMKpfMZlLojEqn1Kr1irVCs9yu9wsOi3fbsfmMTqvXvDL7DY/L51q6/Y7P62Xuvf8PGCjWJ1ho eIhIRJjI2Oj4iLIIOUlZqSdpmam5aYbJ+QkaGuUpWmp62oaqusp6Q9oKG4v6Kltrq0l7q7vLmMv7 C+znG0xcHDdsnKw8hrzs/HzVDD1NvSRdjZ39c63d7V3D/S0+vhJOfn5ujr7urc7+Xu0OP+8sT39f bI+/z6vP/1/LH8CBrAQSPGjKIMKFnxQyfGjJIcSJjyRSvIjIIsaNOYE0cvx4CaRIVR5HmoRT8qTK NClXuhz0MuakljJrRrOJ8xDNnDyZ7OwJ9MjPoESBDC2KlEzSpWwKAAA7 ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/master121_image002.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhfgECAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQB8 AQEAgAAAAACZmQIRjI+py+0Po5y02ouz3rz7bxQAOx== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0016.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
＜多変量#= 299;析の目的と種類&#= 65310;
<= span style=3D'visibility:hidden'>n
<= span class=3DBB style=3D'position:absolute;left:-4.43%;top:.49em'>n&#= 20104;測→回帰・判別・ӡ= 1;ューラル‥‥
<= span class=3DBB style=3D'position:absolute;left:-4.43%;top:.49em'>n&#= 35201;約→主成分&#= 12539;因子・対応（III類）・= ;MDS
<= span class=3DBB style=3D'position:absolute;left:-4.41%;top:.49em'>n&#= 20998;類→クラスター分ਜ਼= 2;（個体，変数）‥‥
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/master120_image003.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlh4wEmAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQDh ASQAgAAAAACZmQLwjI+py+0Po5y02ouz3rz7D4ZiBZTmiabqyrbuC8fyTNf2jef6zvf+DwzKAsKi 8YhMKpfMpvP5JEKn1Kr1is1qtycp9wsOi8fkcs9rTqvX7LYbiH7L5/S6nRu/6/f8vn+W9yc4SFi4 FmiYqLjIuITYCBkpOfnySHmJmWloqdnp+fnGCTpKWqolapqqunqEyvoKG0vjKltre0t7q7ubmsv7 C5zpG0xcvDhsnKzch7zs/BwKLT3NTG19LdeMvc3dpN0NHh70LV5ufkN+rr7eks7+Du8OP38uT38P bo+/f63P/w/NH8CByQQSPAjMIMKFtwoAADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/master120_image004.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlh4gECAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAADg AQEAgAAAAACZmQIUjI+py+0Po5y02ouz3rz7D4biVAAAOw== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0002.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
主成= ;分分析とは
nある問題に対し&#= 12390;いくつかの要因がŇ= 71;えられるとき、&#= 12381;れらの要因を１つʌ= 97;つ独立に扱うので&#= 12399;なく、総合的に取|= 26;扱う方法　
n= 　（「多変ດ= 7;解析のはなし」有馬&= #21746;・石村貞夫より）
n　　→<= /span>どんな= ;時に使うのか
n　&#= 12288;　　どんないいこ{= 92;があるのか
n
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0004.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
&= #20363;えば↓こんなデ= ;ータがある時に・・&#= 12539;
　Ｘ= ;ｐｎ
………
　Ｘ= ;１ｎ
　　= ;ｎ
　　: =
　　:
　　: =
　　:
　Ｘ= ;ｐ２
………
　Ｘ= ;１２
　　= ;２
　Ｘ= ;ｐ１
………
　Ｘ= ;１１
　　= ;１
　Ｘ= ;p
………
　Ｘ<= /span>₁
n例1= ） = ｎ人の成人男子　　　についての垂直&#= 12392;び,ボール投げ,…など = p種類= の体力テストの成績
n
n例２）企= 業 = ｎ社についての利益率,自= 己資本率,…など= ｐ 種類{= 98;財務指標の値
n
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0004_image005.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlh7wDwAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAADt AO4AgAAAAAAAAAL/jI+py+0Po5y02ouz3rz7D4aiA5TmiabqyrJBC8fy+s72jad1zt9GD5TtgkRd 8dgbIo+/JVLpBEKj1NO0imtik1tp93v9xrRiW7hMQ1fPah27bXrDAfL5rA4n21V4dX/vAtiiJxhX yHfolYhCePhX9rhIJ2kVCUZZYpmo2dVYyIkFKii6Rhpl6oQ6p7rkOYo5CXsn6wrIyiQ7C1u7d1vk iwZMxGsnrJgLYyylzMOc4xxKC+2zizwmXY05TbVt1i2UbR24+32tLT6Ifb6OjkgeLln+pE4pn97u rm0/Xo+fX78vDTt/ht4NXBQwSEI+CxnBIxhL38NNEK3QizfRX0NG/xsL9quY6SLCjPg6xjEZESPI lPFQulzJEuHLgwRR0pn5EaTNETx7+vwJNChOlTpFUqSp0agjku12Dh250ilTWzClIv1UVSnWq021 vuKKzmpOohXFkoVa1OBYtGW9UgUrzizbuTXd9poa124xvNbkHl1bV+3Zv20F010aVe8qvsj8Igac 1DDhwyUV52Gcy/FWyJUlPx4cWSLcvYk9bwbdWTTnr2lVo2Zd2DVl2BA1054cWDbuz7Utt3maGyDm 31lN3+YdvOVwP8V1I3+eWvjoxaWdn54d1jfz6Zm1B1vOPY/Q8eTLmxcKHlJz6avftmb/2n1s+Njv Vqe/+3pymenF2P/UZd1x+oWGH3QCdmWcfPX15Z164fXnH3AGZpegfe3lVSFpFzKYIXUbNtagfxDm 94mEA0an3IPf3Zfih5exyJ+KDr7XYnwWzlfjgh7iGKOLxMG4iYkHUhiggiQSWeCJQ2JY5I06dtfh iz6O2ImQRhKY45FO7hckldEA6YiVW2LZo40a8tiljCKCWaKXa6yX5YRjoljmkz/SWKeWZ/ZGznl+ /glooBC4yQ2cecq5J5dhEnqKoWlOuSKej5q5I59NJoooiFHeSSmUl1aqp6afStkpLSFeoqadv4mJ KZ2Tqhopmoum2omjs0I6o6xt0rrFf+Bsuh2upa7KaCq27iosqpL/3jpsrJYmuWSrCI7KKazJgsEq qGS+Giqpz8ap5JWuMmvtmssi22yu3x4a7pzTQitutKLC6268SIIrr7eKoluusrqOkq2+25LbbbX7 AlxsK8cizOuX5zJ8ba8L2xKwwQPzW3Cw/1Kc8DxsQpyuuRv3UrHG63KbqcDjYpyyxSuD3G+tH3Pc 8Jszk9wxLjcXU7KzB9McscMj85zzLxPjXHOhO6/Ss7o/Ix20zQ8DHbK/JxPcsslPE510o0uLV/Qw R3MdtdJTQ121zGeTnbbEXxPbtbFv+9G0yFez3K6097Kbr8vvtiRo4IIPPl7YCo3NtOHHDJ143ArP HUzdVm/deNle/69dedtC3w1zxj5f3HnWn79MdcxuYw624x6jDrflcrNOt+JcQA6J5Goznrrrj8Me uezNIJ675lLj3rrwZhMfu+o68167788AX7zpm1MevPTDc166506Dnr3o25OOtvXHYx++9nZTH735 k3Nfvvfns8+2+Jcj37vyRtMeofNZQJ+87qvT3zz7iQ1/2NIfNQhYJQOagX/189/yAJg/AR4Ogb2y 3ekgWEAJLo588VPf7TiYOfm9DoMJ1ODsmBdBB94PhRlU4QBZWEIXThCGFVQggEhYQxP+joKhsOD0 4BdCD14QhNUT4g/B10H3rQ+JQVTiB9HXP+PNj4jpc+IQodhAKROOkIpRFOHucNhDwolxjGTUQAEA ADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0003.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
どん= ;ないいことが？
n何種類かの要因&#= 12434;１= つに総合してく&#= 12428;る
n= １つに統合されたモノサシ{= 91;、サ= ンプルの順位付けをする&#= 12371;とができる
n何種類かの要因&#= 12364;いくつ= かに= 総合されたときは、それぞれ&#= 12395;つ= いてサンプルの&#= 29305;性= を捉えることが&#= 12391;きる
n　　　
n総合的なË= 07;力がわかる
n= それによって順位を= 2388;けられる
n= 瞬発力・持続力の２= 2388;に総合さ|= 28;たとすると、
n「ｎ<= span style=3D'font-size:108%;mso-fareast-hint:yes'> 番目の人は瞬発力{= 99;= イマイチ{= 84;が持続力は優れてい|= 27;」
n　　と= いうふうに表すことができる
n
例= １の「= ;体力テスト」でいう&#= 12392;・・・
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0003_image006.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlh5gEkAXcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAADk ASMBgQAAAAAAAACZmQECAwL/jI+py+0Po5y02osj2Lz7D4biSJbmiabqyrbuGwbwTNf2jeeirPf+ DwwKX7yh8YhMsorKpvMJ9TGj1Kp1ec1qt9Ap9wt2esPkstk0PqvXRLb7TU7D53SOvI7PS/X8+b0P GKjyJ1hIRWiYqIio2GjE6BiZBylZiUNpmamGqdmJ5QlKxxlKOjJaiiqWutpymvEKGys7S1trW8Ga m+Kq25tj4Bsc0ypcTHRqnMmbzIwC3By8DD0dg0y9SHytbWe9LSjtTf0cXgpO3jx+DmqubpzerskO H909L5ptX/yeHynPz7rvH7ZPAnsFLFjIH0JSBxcCUujQU8OIeiBSVFbvIhiL/xolTezoBx9IiRlH ZuFoMtHHlGtQsvxW8mUUlzL7rKwZRyTORjd3fqHps07PoFqAEoUz9KgVo0rZJG06UydUPk+nqiJo lWrMrHuwcsVT9esRpmJ/bi17gyzaomfX0lDrdmnbuG280t00967dE3n1Agnr95LUwGEAE64B93AS w4phJG78qC/kHYMnX2FsecXjzD8wc3ZW+XMXyaI3bC59iXTp06hteG5NeS9sJa9nf2Bt+1huwbJ3 D6ntGwDu4INUix5O3Jnxz8iTo1nOublzEsB9S5++A3rm69hBVN/NvbuH77nDi+d2XnPo9Ii1Wzaf nrxt+Oflz6Yv3j5s/N31t//mj51/qAE4nYCrrcfeDAYeh2CCujmIRoMQLuHeZAQ6tyBzEk5YHIfU beghXxVCdmFyGUYHYoglnLhdiiqaMmJjJRLH4nsuvlgNjrfdqON4MSo2Y3A1Wshjj+gZaVqRSA5J opJGMimjkz1CCaSUOlJ5WJDW/ZillThiSZiW4HEZppcvghmYmOWRmaaZKqLpl5rzsRlnhOMh2Qqd eiHyjp77+UkXn1MAOiChbvEpABOGHrcoWogqiieFkSKaqB2RatZoWZQWkel2nR4FiwCi8vCphaUG FYCoqq7KaqusknpphyGm6mqttlZ6qoy57kTrrb6qKsOuWQpbU6+//grnfcT/ymTssbcm++ebzjq7 bJzVstTstLVeexe0XGWrbavcBjruSOCGu2q5h6rb0bnoJsquo/Fe5C663hYq7bviChfrLvNSVK+2 wfarXL76Apskwc+9+QrC/Cq84r8pbWopxNRJbBLFCVuc3aRoVFoxxzni+WgHGGd176ELmyxyxySv HHLLPnq84o4y33YySHIqS7N6N8/8cm8ip7zWztEG7fPPRy7p5qw5t9u0h0Q7GjWHU2ta9YRXi2X0 f09r1DW+SA+itMlf05s1hFt/FfZqZwOctoNrfxt3gnOjXDd7d1vVNqM9k122aW9H1DdzgztUeHSH L5S4p3/vErjgj4MW+d5T/zX+3uIIYW7q5HxFLpzmBXFOougCka6r53YGbjlUqANp+j+vD6t6zZXH zs/sYeKej+5p8m6P79bW/uHtxJsCeutNCb8n8PMw363z8EBP7vGxsS59O9THpbxS269r/TDGjw35 +EwLzXH3oOYdX/bqfF+0++fAL2/43iUvPzn0a5p/OPtz3T9v/I9tAdzGAL9VQG0cEGUJvMYC+dZA cbCvPhGcxgMvV0FoXNB1GUTHBPPTQWZscHkhTMYIvVdCd3ywPynUxwoD1EJhnBBUMYzGCwtUQ1/M kCjq4+ENMZRDg/zQREHUxQ5RVcRcHNEnPUTVEGmURIA8UUhRXMUSeVXFVP9cESdNZOIUt2Q/m2Ev jHcy35O+OCYyssyMU0LjmtQYM6V1kVdunBMcN1a2OXKxjjwjH+XG6MfPsfFKfDza+ZKWxyyiYovF UmQ5Cum1Oz4MkIcEHCXPiD6L6bFYkBRbJct3yTZmEmKbZFYn3SZJR1pQlaFgJLNYuY5T+i2Qq0tk KvF3y0F+SZaGy2UoCTlKhZXyJa4kJiwlwkvF+dKWtLTdL3cZTIINE1vJdFwzi/fMM1Uzc8uU4zE7 UUxsfTMe2+zcNZGnS21Gs1/TnFg5S9fNn7UzY+9M3Tmvx8xP/jGfmESkN+N5s3maq56wA6jMBKoz gtLunuLL5psUujuDtgydoVBbZ6woCjaI/k6iQxunMjQ6PIbeL50PteilMIo2k07Ko5YI58RYWgmX ZgymHgFp8ziaPpr2w6bRw6kmdeoImZoLqDzhafVEKkZ+itKf8iTqQJgaUKeqxKjck6ohhKozqyaE quBDahkdOiuuxs+npNTqN8RaP6/66BZsbatb3wrXuDJAkqDD41LrClV14hVTcu2rX/8K2FnslQUF AAA7 ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0005.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
主成= ;分分析とは…&= #25968;式で考えると
n&= #12288;〈線形結合z= 97;
n&= #12288;いくつかの説明変%= 327;　x１，x２，…&= #65292;xｐの
n&= #12288;総合的= 特性を、任意ӗ= 8;a１，a２，…&= #65292;ap&= #12434;用いて
n&= #12288;ｚｍ＝a1x1+a2x2+R= 30;+apxp
n&= #12288;というような少数= 491;の１次式であらわす= ;こと　
n&= #12288;この式によって表 = 373;れるものを主成分= とよぶ
n
n&= #12288;・z１，z２・・・，zｍは互いに୐= 1;相関で、それぞれ第&= #65297;主成分，第２主成࠳= 8;，・・・第m主成分&= #12392;呼ばれる（ｍ＜ｐA= 289;
n&= #12288;　　　　　　　　 = 288;　　　　　　　　=
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0007.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
座標= ;で考えると
n　説= ;明&#= 22793;量がいくつもある =
n＝サ= ;ンプル&#= 12434;表すためにいくつ = 418;の座標軸が必要
n&#= 20027;成分分析は、新し{= 56;座標軸を見つけ、そ= の座&#= 27161;軸の特徴を読み取|= 27;こと
n　　= ;&#= 26032;しい座標軸＝主成分
n　　= ;&#= 24231;標軸の特徴＝総合的特性&#= 12288;
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図で= ;あらわすと
0
ｚ= 1
Z&= #65297;の平均＝&#= 65288;x１<= /span>&#= 12398;平均，x２<= /span>&#= 12398;平均）
x１=
x２
3D"テキスト
新= しい座標軸＝第１主= 5104;分
3D"テ=
第２主成分
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Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
&= #12393;のように求めるか…基本の考Ӕ= 0;方
n<= /span>x１、x２&#= 12288;の２軸上のデータ|= 34;、新しいｚという座= 161;&#= 36600;で表現すると、どうして = 418;データの情報損失が= ;&#= 36215;こってくる
n　= &#= 8594;なるべく情報の損࣫= 3;を少なくする必要があ = 427;
n　= &#= 65309;なるべく新しい座ď= 61;軸の情報量を多くす= る
n　= &#= 65309;「ｚの分散を最大に= 2377;るa1、a&= #65298;を算出すればよい」
n　　= ;　という考え方で計&#= 31639;する
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0020.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
図で= ;あらわすと
0
Ｚ= １
Z1 の平均
x１=
x２
3D"テキスト
新= しい座標軸＝第１主= 5104;分
情報損失量
&#= 26032;しい情報量
&#= 20803;の情報量
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&= #35336;算方法の説明の前 = 395;…復習
= n〈ä= 10;変量解析に必須のキ= ーワード〉
n分散= －平均値からの差&#= 12398;二乗和をデータ数{= 91;
n　　　= 　　　　わったもの
n共分散= －各変数= の平均値= からの差の　　
n　　　= 　　　　平方和をデータ&#= 25968;でわったもの
n相関係数－共分散を各ã= 93;数の標準偏差で
= n　　　　z= 88;　　　わったもの
n= 分散・共分散行列　
n相関行列z= 88;　　　　　　　　　= 　　
= 後から説明
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0010_image021.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhBgAsAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAE ACoAgAAAAAAAAAIYTIBwucqPmoQu0mlz3Zjfr3Ui6IXQYSAFADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0017.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
0<= /span>
&= #20849;分散を図で表すと
x２<= /span>&#= 12398;平均
x１<= /span>&#= 12398;平均
これ= ;らの面積の和を= データ数でわ = 387;たもの
x１=
x２
（x１= ２，x２２）
（x１２－x<= b>１の平均）（x２２－x2の平均）
+…+ （x１i－= = x１の平均）（x２i－x2の平均
N－１= ;
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Content-Type: image/gif R0lGODlhEwAcAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAS ABoAgQAAAAAAAACZmQECAwIvjI+Jwu0vDJxN0mnvy7qGvn2gN5JlJJYcuHat9l4xNWPpWEN5eKL9 7gCaVIpiogAAOw== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0017_image028.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhogBSAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQCh AFAAgQAAAAAAAP///wECAwL/hI+py+0Znpy02ouzRiHuD4biaAWC4JHqyraNeabuTNcZjNr6zkNn 3AsKWzjg8IjUFI3JpvP1i+aeVOoyKqtqhVfs9suVSrPgsqvrNauJYjF5Dd+g3fG6vI1/2/dQfFvP F3gwlydouED4d7hokKjIaOhYCMknOUlZZ3mJuaa5yVnm+Qn6JfpICmY6iuqkusqK5PoKG+Zn6wdI yyOLq5vE2+t7BBws3ENcbKyDnKxMw9zszHZLTZ0rHQJte419V/19y92t0FFuXg6ejnvO3u7+Dh8v D599rn6Pn6+//31e0sEvoMCBBNWZewGwoMKFDBd2INcwosSJ+R42oogxo0ZFndo2evyYpyPIkSAT kjyJEp/JlCxbrnMJM+aPlTJrnqRpM6dHnDp7UuTpMyhDoEKLDiRqNKk+pEqbpmPqNGo4kVJ7Qq2K FQvVrDWvcsXq9avUsGKdki2r9Cxao2rXCm3r1ifcuDrn0rVp967MvHph8u3b8i/glBG2Ds6YwvDh 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Content-Location: file:///C:/268833AF/mizo.files/slide0017_image031.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhMAAXAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAAAv ABYAgAAAAAAAAAJAjI+py30Ao5y02muu3jzmDobQJ5YaaaYTqrZsm75wKc9hbXd4vu08FviZfEIK sSg5IkfBpa7p7EGjQKrUgc1qCwA7 ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0017_image032.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhCQAJAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAgAG AAYAgQAAAAAAgP///wECAwIMBBJ2IhnMEGyLGmQKADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0011.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
分散= ;共分散行列・相関行&#= 21015;
<= span class=3DBB style=3D'position:absolute;left:-4.43%;top:.49em'>n&#= 20998;散共分散行列とは =
n　　　　x１&#= 12398;分散　　　　　x１&#= 12392;x２の共分散 = 288;　　
n　　= ;　x１とｘ２の共分散 = 288;　　　x２<= /span>&#= 12398;分散　　　　
n
<= span class=3DBB style=3D'position:absolute;left:-4.43%;top:.49em'>n&#= 30456;関行列とは
n　　= ;x１とx１の相関係= 968;　　x１&#= 12392;x２の相関係= 968;　　　
n　　= ;x１とx２の相関係= 968;　　x２とx２&#= 12398;相関係数　　　
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0011_image033.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhBgA3AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAAAF ADcAgAAAAAAAAAIjhBEWicd6motPwomvtrx6CmZduH2iWZLjqaJrysbwxiEVUgAAOw== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0011_image034.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhCgA3AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAAAJ ADcAgAAAAAAAAAI2TICZZurtVkRn1njfBFl1aW0fJZbhiZkpqrGe2q5yTL8uONs5XvN6T7oFd0Mg B/ZLci6MzKgAADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0011_image035.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhBgA3AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQAF ADYAgAAAAAAAAAIjBIJnFtu+FJwsvkol3rpfb4XZR4pcOZpgyp4q6rYr1x3fUQAAOw== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0011_image036.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhBgA3AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAAAF ADcAgAAAAAAAAAIhDH5hCIveGJyyPptwvDz37YXgSH2leJJayq6u+aLxoogFADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0012.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
主成= ;分で使用する計算
<= span style=3D'font-size:107%;mso-fareast-hint:yes'>n= 「分散・共= ;分散行列」の= “固= 有値”　と
n= 　それに属する“固= 有ベクトル̶= 1;　をもとめる
n= 　という計算を行&#= 12387;ている
n　固有ࠃ= 6;
n&= #12288;＝主成= 0998;の分散 &= #8592;最大にしたいもの
n　固有Ӣ= 5;クトル
n&= #12288;＝&= #26032;しい座標軸のこと = 391;主成分そのもの= .　
n&= #12288;　各変数の係数apにあӖ= 3;り、総合௚= 0;特性をあらわす
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0012_image037.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlheAAXAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQB2 ABYAgAAAAAAAAAJcjI+py+0Po5Sg2ouz3rz7D4aeIZbmiaZjoLbuCwNkTNc2Nt/6rub8D1wFh0Qc q4gM+pJM27IJfT2jVNS0ig1ds1zOtgu+fMPhMblrPmfT6iq7HX3Dm5O6/Y7PSwoAOw== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0012_image038.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhSgAXAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAABI ABYAgAAAAAAAAAJMjI+py+2/gJy02ouz3tTwD4aiJ5amSZ7qiqXsy7rwXMr0zdn4fun8L/EBecIh rmikIZOwJTMWeA6d0hO1Wotid9ctqOvNQcbkstlQAAA7 ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0009.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
主成= ;分で使用する計算（&#= 65298;）
n<= /span>「分散ࠤ= 9;分散行列」のほかに「相関行列&#= 12301;&#= 12434;使う&#= 20108;つの方法がある <= /span>
<= span class=3DBB style=3D'position:absolute;left:-4.43%;top:.49em'>n&#= 22522;本は分散共分散行Ò= 15;
n&#= 20998;散共分散行列と相ſ= 06;行列とでは、結果に= 違い&#= 12364;出るので注意
n
n　
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0013.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
相関= ;行列を使う場合
n&#= 65298;つの変量を同時にü= 01;うときに、それぞれ= の単&#= 20301;が異なっていたりz= 89;平均や分散に大きな= 違い&#= 12364;ある場合
n　　= ;→&#= 12487;ータの標準化を行う =
n&= #12288;標準化…平均０，= 998;散１に変換すること= ;
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0014.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
相関= ;行列を使う場合２
<= span style=3D'font-size:93%;mso-fareast-hint:yes'>n&= #12487;ータの標準化が必#= 201;なときには
n標準ࡏ= 0;したデータの共分散&= #65309;元の&= #12487;ータの相関係数から
n　&#= 12288;&#= 12288;分散　　　共分散z= 88;　　　　　　　１　= 　相関係数　　　
n　= &#= 12288;共分散　　　分散z= 88;　　　　　相関係数= 　　１
n　　= ;　&#= 12392;なることを利用し{= 90;、相関行列でおこなう
n
n&= #12388;まり・・・「データの単位や= ;、平均・分散の違い　　
n= 　　　　　　　が気になる場合= ;は相関行列を使う」
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0014_image039.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhBgA4AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQAF ADYAgAAAAAAAAAIihBNnkLrtIlvzUVgl3rfbr3khmJUceY6qKbJom7qriTFBAQA7 ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0014_image040.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhIAAbAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAgAe ABYAgQAAAAAAAP///wECAwJNhI+pEOufQoNUyYpPEDPTzSHSSJbmKIRayrbu63YgTNfTXOftrfc7 4wtycEIbsfhqHJG/JVPlRMpO1BOr41mAsFmLquvYcMGiMVmzKAAAOw== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0014_image041.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhCAA4AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAG ADYAgAAAAAAAAAInjIEZqYzLYItOvoqpnvxu3wGWmIXjWYIq+bFm6q5oO780XMvfYUgFADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0014_image042.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhBwA4AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAEAAQAF ADYAgAAAAAAAAAIjhBOAppzOGpwnvkol3rpfb4XZR4pcOZpgyp4q6rYr531KUAAAOw== ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0014_image043.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhDgA4AHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQAO ADYAgAAAAAAAAAJAjB+gy3wNl4kx0WavyppfT4GVJpGbCYiQiqGs48bmW84ySZ/2jt+d/wGGhCPe zxhEDpXFHnNFhD5hzspjg5hACgA7 ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0014_image044.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhrgEXAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAACu ARYAgAAAAAAAAAKxjI+py+0Po5y02ouz3rz7D3bASJbmiabqyrbuC8fyTNf2jef6zve34QsKh8Si 8YhMKpcvIPMJjUqn1Kr1F7hqt9yu9wt2gsfksvmMPonT7Lb7Dd+t4/S6/Z6e4/f8vj+p9yc4SFjY EmiYqLiIh8j4CBk55ihZaXnJRIm5ydmZo+kZKjqKAkp6irppmsraurjqGivbBztre/tWi7vLO5nV CxycF0JcbHyMnKy8zNzsTFEAADs= ------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0021.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
実際= ;やってみました（ｓ&#= 65360;ｓｓ）
5.42
1.42
1.32
3.22
1.58
1.76
驚&= #12365;_20
1.74
3.71
0.48
2.53
3.69
3.1
悲しみ_20
0.83
1.98
1.13
1.08
2.23
2.34
中&= #24615;_20
0.58
0.53
4.75
0.43
0.84
1.02
幸&= #31119;_20
4.16
2.42
0.53
4
3.96
3.78
恐&= #24598;_20
1.63
2.76
0.4
2.17
4.48
3.69
嫌&= #24746;_20
1.84
2.21
0.38
2.3
5.04
5.05
怒&= #12426;_20
5.4
0.93
1.29
2.8
1.43
1.56
驚&= #12365;
1.61
3.54
0.51
2.49
3.91
2.96
悲&= #12375;み
0.86
1.77
1.08
1.01
2.31
2.66
中&= #24615;
0.69
0.52
4.73
0.4
0.77
0.83
幸&= #31119;
4.08
2.48
0.48
3.63
3.85
3.97
恐&= #24598;
1.47
2.39
0.46
2.31
4.56
3.9
嫌&= #24746;
1.79
2.1
0.32
2.01
4.96
4.97
怒&= #12426;
驚&= #12365;
悲しみ
幸&= #31119;
恐&= #24598;
嫌&= #24746;
怒&= #12426;
表&= #24773;
= n７表情に対し = 289;６つの感情語で７= 573;階評定 n視線= ;がこっちを見ている/それている　で２条件 nデータは評定= 516;の被験者平均 n相関行列で主= 104;分分析
3D"テ==
&#= 35222;線まっすぐ
3D"テ=<= ![endif]>
それて= ;いる
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------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0015.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
結果= ;の解釈に必要な語句
n固有値＝&= #20027;成分の分散。これ = 364;大きいものから第１= ;主成分、第２主成分とな= 2427;。相関行列で求めӖ= 3;場合にはこれが１よ&= #12426;大きいものを主= 5104;分として選択するӍ= 0;
n固有ベクトル（成分得= 8857;係数） ＝主ৎ= 4;分そのもの。各変数&= #12398;係数にあたる。= 3;
n寄与率＝&= #21508;主成分が元の情報をそれぞれどの= 1243;度反映しているかを表す= 0516;。
n累積寄与率＝寄与率を次々= 2434;合計していった値Ӎ= 0;これが80％をこすかӗ= 3;うかが、何番目まで&= #12398;主成分を採用するか<= /span>の目安になる。= 3;
n因子負荷量＝第ｍ主成分zｍと説਴= 6;変量xi の相関係数 =
n主成分得点＝この値の大小= 2395;より、各主成分にӔ= 2;ける順位付けを行うこと= 2364;できる
------=_NextPart_01C42C72.F04C6990 Content-Location: file:///C:/268833AF/mizo.files/slide0024.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" 主成分分析
&= #30456;関行列による主成= 998;分析の結果
= n〈合計 = 297;　固有値＝主成分の= ;分散
n〈分= ;散の％〉　寄与率…= ;各主成分が元の情報をそれぞれどの= 1243;度
n　　　&= #12288;　　　　　　　　 = 288;　　　　　　反映しているか= 2434;表す値
= n〈累積A= 285;〉　累積寄与率
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&= #30456;関行列による主成= 998;分析の結果
n= 因子負荷量（正しくӗ= 9;主成分負荷量）
n…第m主&= #25104;分zmと説明変量xi の
n&= #12288;　相関係数
n例：第１主成= 998;と説明変量「怒り」の相&= 306;係数　
n　　= ;＝.884
n
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&= #30456;関行列による主成= 998;分析の結果
= n第１主成分の = 207;合的特性・・ = 539;快・不快？ n第２主成分の = 207;合的特性・・ = 539;
n　　= ;覚醒度？
n
因子負荷ດ= 7;をプ= ロットしӖ= 3;もの <= /div>
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&= #30456;関行列による主成= 998;分析の結果
（外れ&= #20516;“幸福表情”のデӦ= 0;タを除去）
n〈合計 = 297;　固有値＝主成分の= ;分散
n〈分散 = 398;％〉　寄与率…= ;各主成分が元の情報をそれぞれどの= 1243;度
n&= #12288;　　　　　　　　 = 288;　　　　　　　　　= ;反映しているか= 2434;表す値
n〈累積A= 285;〉　累積寄与率
<= span style=3D'visibility:hidden'>n
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&= #30456;関行列による主成= 998;分析の結果
（外れ&= #20516;“幸福表情”のデӦ= 0;タを除去）
n= 因子負荷量（正しくӗ= 9;主成分負荷量）
n…第m主&= #25104;分zmと説明変量xi の
n&= #12288;　相関係数
n例：= ;第１主成分と説明変&#= 37327;「怒り」の相&= 306;係数
n　＝= ;.885
n
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<= ![endif]>
&= #30456;関行列による主成= 998;分析の結果（“幸福表= ;情”のデータ= を除去）
= n第１主成分の = 207;合的特性・・ = 539;快・不快？ n第２主成分の = 207;合的特性・・ = 539;
n　　= ;覚醒度？
<= span style=3D'visibility:hidden'>n
因子負荷ດ= 7;をプ= ロットしӖ= 3;もの <= /div>
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主成= ;分分析の流れ
n説明= ;変量の選択　※変= ;量同士の相関をみた&#= 12426;・・・
n方法= ;の選択・・・単߮= 1;が異なる時などは相&= #38306;行列で
n固有値・寄与= 575;・累積寄与率をみる= ;・・・主ৎ= 4;分が元の情報ӛ= 4;どの程度反映してい&= #12427;か、何番目の主成= 998;まで採用ӕ= 7;るか n主成分の総= ;合的特性を読み取る・・・因ड= 6;負荷量や固有ベӞ= 3;トル（成分得点係数&= #65289;を参考に
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参考= ;
n&= #26377;馬哲・石村貞夫　A= 297;９８７　多変量解析= ;のはなし　東京図書
n石村貞夫ӌ= 8;１９９２　すぐわか&= #12427;多変量解析　東京= 259;書
n石村貞夫ӌ= 8;１９９８　ＳＰＳＳ&= #12395;よる多変量データ#= 299;析の手順　　　　　= ;　　　　　　　　
n　　　&= #26481;京図書
n南風原&= #26397;和　２００２　心= 702;統計学の基礎
n= 多変量解析 = http://bstat.f7.ems.okayama-u.ac.jp/statedu/hbw2-book/
n= 心理・教育のための= 2113;計の初歩<= p:onmouseclick hyperlinktype=3D"url" href=3D"http://grace.ceser.hyogo-u.ac.jp/sta/index.= html"/>= (= 筱更治<= p:onmouseclick hyperlinktype=3D"url" href=3D"http://grace.ceser.hyogo-u.ac.jp/sta/index.= html"/>= &= 成田滋=  = 兵庫教育大学<= p:onmouseclick hyperlinktype=3D"url" href=3D"http://grace.ceser.hyogo-u.ac.jp/sta/index.= html"/>= ) 
n= 統計学自習ノート（= 8738;木繁伸） = http://aoki2.si.gunma-u.ac.jp/lecture/index.html
n多変量解析（鈴木督久）http://ww= w.littera.waseda.ac.jp/faculty/stok/menu2000.html
n
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&& !parent.IsFramesMode(); g_animUseRuntime =3D g_showAnimation && animRuntimeInstalled && !(isFullSc= reen && parent.IsSldVisited()); if( g_animUseRuntime ) { collSeq =3D document.all.tags("seq"); if( collSeq !=3D null ) { for(ii=3D0;ii numSlds ) gSldJumpIdx =3D numSlds; if ( gSldJumpIdx >=3D 0 ) { if ( gSldJumpIdx =3D=3D 0 ) gSldJumpIdx =3D 1; var jumpTo =3D parseInt(gSldJumpIdx); gSldJump =3D 0; gSldJumpIdx =3D ""; win.GoToSld( parent.GetSldList().mList[jumpTo-1].mSldHref ) } } } function _KDH() { if( event.keyCode =3D=3D 8 ) { event.returnValue =3D 0; parent.GoToPrevSld(); } }function DocumentOnClick() { if( IsNts() || parent.HideMenu() ) return; if( ( g_allowAdvOnClick && (window.name=3D=3D"PPTSld") && !parent.IsFrames= Mode() ) || (event && event.keyCode=3D=3D32) ) { =09 if( g_animUseRuntime && g_animMainSequence && g_animMainSequence.cangonex= t ) return; parent.GoToNextSld(); } } var g_supportsPPTHTML =3D SupportsPPTHTML(), g_scaleInFrame =3D 1, gId=3D""= , g_bgSound=3D"", g_scaleHyperlinks =3D false, g_allowAdvOnClick =3D 1, g_showInBrowser = =3D 0, gLoopCont =3D 0, gUseSldTimings =3D 1; var g_showAnimation =3D g_supportsPPTHTML && SupportsPPTAnimation() && ( (w= indow.name=3D=3D"PPTSld" && !parent.IsFramesMode()) || g_showInBrowser );va= r g_animManager =3D null; var g_animUseRuntime =3D false; var g_animItemsToHide, g_animInteractiveItems, g_animSlideTime; var g_animMainSequence =3D null; var ENDSHOW_MESG=3D"スライド ショӦ= 0;の最後です。 クリッ= クすると終了します= 2290;", SCREEN_MODE=3D"Frames", gIsEndShow=3D0, NUM_VIS_SLDS=3D27, SCRIPT_H= REF=3D"script.js", FULLSCR_HREF=3D"fullscreen.htm"; var gCurSld =3D gPrevSld =3D 1, g_offset =3D 0, gNtsOpen =3D gHasNts =3D gO= tlTxtExp =3D 0, gHasNarration =3D 0, gOtlOpen =3D true window.gPPTHTML=3DSupportsPPTHTML() var gMainDoc=3Dnew Array(new hrefList("slide0001.htm",1,-1,1),new hrefList(= "slide0016.htm",1,-1,1),new hrefList("slide0002.htm",1,-1,1),new hrefList("= slide0004.htm",1,-1,1),new hrefList("slide0003.htm",1,-1,1),new hrefList("s= lide0005.htm",1,-1,1),new hrefList("slide0007.htm",1,-1,1),new hrefList("sl= ide0018.htm",1,-1,1),new hrefList("slide0008.htm",1,-1,1),new hrefList("sli= de0020.htm",1,-1,1),new hrefList("slide0010.htm",1,-1,1),new hrefList("slid= e0017.htm",1,-1,1),new hrefList("slide0011.htm",1,-1,1),new hrefList("slide= 0012.htm",1,-1,1),new hrefList("slide0009.htm",1,-1,1),new hrefList("slide0= 013.htm",1,-1,1),new hrefList("slide0014.htm",1,-1,1),new hrefList("slide00= 21.htm",1,-1,1),new hrefList("slide0015.htm",1,-1,1),new hrefList("slide002= 4.htm",1,-1,1),new hrefList("slide0025.htm",1,-1,1),new hrefList("slide0022= .htm",1,-1,1),new hrefList("slide0026.htm",1,-1,1),new hrefList("slide0027.= htm",1,-1,1),new hrefList("slide0028.htm",1,-1,1),new hrefList("slide0029.h= tm",1,-1,1),new hrefList("slide0030.htm",1,-1,1)); /********************************************* Frameset functions These functions control slide navigation and state of the frameset. **********************************************/ function FullScrInit() { g_allowAdvOnClick =3D GetCurSld().mAdvOnClk document.body.style.backgroundColor=3D"black" document.oncontextmenu=3Dparent._CM; document.onkeydown =3D _KDH; document.ondragstart=3DCancel document.onselectstart=3DCancel self.focus() } function Redirect( frmId ) {=09 var str=3Ddocument.location.hash,idx=3Dstr.indexOf('#'), sId=3DGetSldId() if(idx>=3D0) str=3Dstr.substr(1); if( window.name !=3D frmId && ( sId !=3D str) ) { obj =3D GetObj("Main-File") window.location.href=3Dobj.href+"#"+sId return 1 } return 0 } var MHTMLPrefix =3D CalculateMHTMLPrefix();=20 function CalculateMHTMLPrefix() { if ( document.location.protocol =3D=3D 'mhtml:') {=20 href=3Dnew String(document.location.href)=20 Start=3Dhref.indexOf('!')+1=20 End=3Dhref.lastIndexOf('/')+1=20 if (End < Start)=20 return href.substring(0, Start)=20 else=20 return href.substring(0, End)=20 } return ''; } function GetTags(base,tag) { if(g_supportsPPTHTML) return base.all.tags(tag); else return base.getElementsByTagName(tag); } function UpdNtsPane(){ if(frames["PPTNts"]) PPTNts.location.replace( MHTMLP= refix+GetHrefObj( gCurSld ).mNtsHref ) } function UpdNavPane( sldIndex ){ if(gNavLoaded) PPTNav.UpdNav() } function UpdOtNavPane(){ if(gOtlNavLoaded) PPTOtlNav.UpdOtlNav() } function UpdOtlPane(){ if(gOtlLoaded) PPTOtl.UpdOtl() } function SetHasNts( fVal ) { if( gHasNts !=3D fVal ) { gHasNts=3DfVal UpdNavPane() } } function ToggleOtlText() { gOtlTxtExp=3D!gOtlTxtExp UpdOtlPane() } function ClearMedia() { // Clear any sounds playing before launching another browser window. Other= wise, // in fullscreen mode, you'll continue to hear the sound in the frames mod= e. if (PPTSld.pptSound) PPTSld.pptSound.loop =3D 0; } function FullScreen() {=20 if ( PPTSld.g_animUseRuntime ) PPTSld.document.body.pause(); ClearMedia(); var href =3D ( document.location.protocol =3D=3D 'mhtml:') ? FULLSCR_HREF = : FULLSCR_HREF+"#"+GetHrefObj(gCurSld).mSldHref; if(PPTNav.event.ctrlKey) { var w =3D (window.screen.availWidth * 1.0) / 2.0 var h =3D w * (PPTSld.g_origH * 1.0) / PPTSld.g_origW win =3D window.open( MHTMLPrefix+href,null,"toolbar=3D0,resizable=3D1,top= =3D0,left=3D0," + "width=3D"+ w + ",height=3D" + h ); if( win.document.body && PPTSld.g_animUseRuntime ) win.document.body.PPTSldFrameset=3Dwindow; } else { win =3D window.open( MHTMLPrefix+href,null,"fullscreen=3Dyes" ); if( win.document.body && PPTSld.g_animUseRuntime ) win.document.body.PPTSldFrameset=3Dwindow; } } function ToggleVNarration() { rObj=3DPPTSld.document.all("NSPlay") if( rObj && !PPTSld.g_animUseRuntime ) { if( (rObj.playState =3D=3D 1)||(rObj.playState =3D=3D 0) ) rObj.Play() else if( rObj.playState =3D=3D 2 ) rObj.Pause() else return; } else if( PPTSld.g_animUseRuntime ) { narObj =3D PPTSld.document.all("narrationID") if( narObj ) narObj.togglePause() } } function GetCurSldNum() { =20 obj=3DGetHrefObj(gCurSld) if( obj.mOrigVis =3D=3D 1 ) return obj.mSldIdx else =20 return gCurSld } function GetNumSlds() { =20 if( GetHrefObj(gCurSld).mOrigVis =3D=3D 1 ) return GetSldList().mNumVisSlds; else return GetSldList().mList.length } function GetSldNum( href ) { for(ii=3D0; ii 1 ) PopSldList(); else if( !IsFramesMode() ) { if( gLoopCont ) GoToFirst() else EndShow() } } function GoToPrevSld() { ii=3DgCurSld-1 if( ii > 0 ) { obj=3DGetHrefObj(ii) while ( obj && ( obj.mVis =3D=3D 0 ) && ( ii>0 ) ) obj=3DGetHrefObj(--ii) if( ii =3D=3D 0 ) ii=3D1 GoToSldNum(ii) } } function GoToFirst(){ GoToSld( GetHrefObj(1).mSldHref ) } function GoToLast() { ii=3DGetSldList().mList.length if( ii !=3D gCurSld ) GoToSld( GetHrefObj(ii).mSldHref ) } function GoToSldNum( num ) { if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue obj =3D GetHrefObj( num ) obj.mVis=3D1 gPrevSld=3DgCurSld gCurSld =3D num; PPTSld.location.replace(MHTMLPrefix+obj.mSldHref) if( IsFramesMode() ) { UpdNavPane(); UpdOtlPane(); UpdNtsPane() } } function GoToSld( href ) { if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue GetHrefObj( GetSldNum(href) ).mVis=3D1 PPTSld.location.replace(MHTMLPrefix+href) } function SldUpdated( id ) { if( id =3D=3D GetHrefObj(gCurSld).mSldHref ) return gPrevSld=3DgCurSld gCurSld=3DGetSldNum(id) if( IsFramesMode() ) { UpdNavPane(); UpdOtlPane(); UpdNtsPane() } } function PrevSldViewed(){ GoToSld( GetHrefObj(gPrevSld).mSldHref ) } function HasPrevSld() { return ( gIsEndShow || ( gCurSld !=3D 1 && GetHrefO= bj( gCurSld-1 ).mVis =3D=3D 1 )||( GetCurSldNum() > 1 ) ) } function HasNextSld() { return (GetCurSldNum() !=3D GetNumSlds()) } function CloseWindow() { if( HideMenu() ) return; =09 var event =3D PPTSld.event; if( !IsFramesMode() && event && (event.keyCode=3D=3D27 || event.keyCode=3D= =3D32 || event.type=3D=3D"click" ) ) window.close( self ); CatchNumKeys( self, event ); } function Unload() { gIsEndShow=3D0; } function SetupEndShow() { gIsEndShow=3D1; PPTSld.document.body.scroll=3D"no"; PPTSld.document.onkeypress=3DCloseWindow; PPTSld.document.onclick=3DCloseWindow; PPTSld.document.oncontextmenu=3D_CM; } function EndShow() { if( IsFramesMode() ) return if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue doc=3DPPTSld.document var dir =3D doc.body.dir if( dir !=3D "rtl" ) dir =3D "ltr"; doc.open() doc.writeln('


' + ENDSHOW_MESG + '

') doc.close() } function SetSldVisited(){ GetSldList().mList[gCurSld-1].mVisited=3Dtrue } function IsSldVisited(){ return GetSldList().mList[gCurSld-1].mVisited } function hrefList( sldHref, visible, advDelay, advClk ) { this.mSldHref=3D this.mNtsHref =3D sldHref this.mOrigVis=3D this.mVis =3D visible this.mVisited=3D false this.mAdvDelay=3D advDelay this.mAdvOnClk=3D advClk } function SldList(arr,curSld,fEnd) { this.mCurSld =3D curSld; this.mList =3D new Array(); var idx =3D 1; for(ii=3D0;ii 0) { PushSldList(sldList,fEnd); gCurSld =3D 1; } else if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue } function PushSldList(arr,fEnd) { var ii =3D gSldStack.length; gSldStack[ii] =3D new SldList(arr,gCurSld,fEnd); GoToSld( gSldStack[ii].mList[0].mSldHref ); } function PopSldList() { if (gSldStack[gSldStack.length-1].fEndShow) EndShow() else { gCurSld =3D gSldStack[gSldStack.length-1].mCurSld; gSldStack[gSldStack.length-1] =3D null; gSldStack.length--; var sldList =3D gSldStack[gSldStack.length-1]; GoToSld( sldList.mList[gCurSld - 1].mSldHref ); } } var custShowList=3Dnew Array(); /********************************************* Navigation button implementation There are 2 types of buttons: ImgBtn, TxtBtn implemented as function objects. They share a similiar interface so the event handlers can call SetActive, for example, on a button=20 object without needing to know exactly=20 what type of button it is. **********************************************/ //---------------------------------- function ImgBtn( oId,bId,w,action ) //---------------------------------- { var t=3Dthis t.Perform =3D _IBP t.SetActive =3D _IBSetA t.SetInactive=3D _IBSetI t.SetPressed =3D _IBSetP t.SetDisabled=3D _IBSetD t.Enabled =3D _IBSetE t.ChangeIcon =3D null t.UserAction =3D action t.ChgState =3D _IBUI t.mObjId =3D oId t.mBorderId=3D bId t.mWidth =3D w t.mIsOn =3D t.mCurState =3D 0 } function _IBSetA() { if( this.mIsOn ) { obj=3Dthis.ChgState( gHiliteClr,gShadowClr,2 ) obj.style.posTop=3D0 } } function _IBSetI() { if( this.mIsOn ) { obj=3Dthis.ChgState( gFaceClr,gFaceClr,1 ) obj.style.posTop=3D0=20 } } function _IBSetP() { if( this.mIsOn ) { obj=3Dthis.ChgState( gShadowClr,gHiliteClr,2 ) obj.style.posLeft+=3D1; obj.style.posTop+=3D1 } } function _IBSetD() { =20 obj=3Dthis.ChgState( gFaceClr,gFaceClr,0 ) obj.style.posTop=3D0=20 } function _IBSetE( state ) { var t=3Dthis GetObj( t.mBorderId ).style.visibility=3D"visible" if( state !=3D t.mIsOn ) { t.mIsOn=3Dstate if( state ) t.SetInactive() else t.SetDisabled() } } function _IBP() { var t=3Dthis if( t.mIsOn ) { if( t.UserAction !=3D null ) t.UserAction() if( t.ChangeIcon ) { obj=3DGetObj(t.mObjId) if( t.ChangeIcon() ) obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-4)*t.mWidth else obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-0)*t.mWidth } t.SetActive() } =20 } function _IBUI( clr1,clr2,nextState ) { var t=3Dthis SetBorder( GetObj( t.mBorderId ),clr1,clr2 ) obj=3DGetObj( t.mObjId ) obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-nextState)*t.mWidth-obj= .style.posTop t.mCurState=3DnextState return obj } //----------------------------------------- function TxtBtn( oId,oeId,action,chkState ) //----------------------------------------- { var t=3Dthis t.Perform =3D _TBP t.SetActive =3D _TBSetA t.SetInactive=3D _TBSetI t.SetPressed =3D _TBSetP t.SetDisabled=3D _TBSetD t.SetEnabled =3D _TBSetE t.GetState =3D chkState t.UserAction =3D action t.ChgState =3D _TBUI t.mObjId =3D oId t.m_elementsId=3D oeId t.mIsOn =3D 1 } function _TBSetA() { var t=3Dthis if( t.mIsOn && !t.GetState() ) t.ChgState( gHiliteClr,gShadowClr,0,0 ) } function _TBSetI() { var t=3Dthis if( t.mIsOn && !t.GetState() ) t.ChgState( gFaceClr,gFaceClr,0,0 ) } function _TBSetP() { if( this.mIsOn ) this.ChgState( gShadowClr,gHiliteClr,1,1 ) } function _TBSetD() { =20 this.ChgState( gFaceClr,gFaceClr,0,0 ) this.mIsOn =3D 0 } function _TBSetE() { var t=3Dthis if( !t.GetState() ) t.ChgState( gFaceClr,gFaceClr,0,0 ) else t.ChgState( gShadowClr,gHiliteClr,1,1 ) t.mIsOn =3D 1 } function _TBP() { var t=3Dthis if( t.mIsOn ) {=20 if( t.UserAction !=3D null ) t.UserAction() if( !t.GetState ) return if( t.GetState() ) t.SetPressed() else t.SetActive() } =20 } function _TBUI( clr1,clr2,lOffset,tOffset ) { SetBorder( GetObj( this.mObjId ),clr1,clr2 ) Offset( GetObj( this.m_elementsId ),lOffset,tOffset ) } function Offset( obj, top, left ){ obj.style.top=3Dtop; obj.style.left=3Dle= ft } function SetBorder( obj, upperLeft, lowerRight ) { s=3Dobj.style; s.borderStyle =3D "solid" s.borderWidth =3D 1=20 s.borderLeftColor =3D s.borderTopColor =3D upperLeft s.borderBottomColor=3D s.borderRightColor =3D lowerRight } function GetBtnObj(){ return gBtnArr[window.event.srcElement.id] } function BtnOnOver(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetActive() } function BtnOnDown(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetPressed() } function BtnOnOut(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetInactive() } function BtnOnUp() { b=3DGetBtnObj() if( b !=3D null ) b.Perform() else Upd() } function GetNtsState(){ return parent.gNtsOpen } function GetOtlState(){ return parent.gOtlOpen } function GetOtlTxtState(){ return parent.gOtlTxtExp } function NtsBtnSetFlag( fVal ) { s=3Ddocument.all.item( this.m_flagId ).style s.display=3D"none" if( fVal ) s.display=3D"" else s.display=3D"none" } function _BSetA_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S= etActive() } function _BSetI_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S= etInactive() } function _BSetP_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S= etPressed() } function _BSetA_BorderImg() {=20 b =3D gBtnArr[this.mBorderId]=20 if( b !=3D null && this.mIsOn && !b.GetState() ) { obj=3Dthis.ChgState( gHiliteClr,gShadowClr,2 ) obj.style.posTop=3D0 } } function _BSetI_BorderImg() {=20 b =3D gBtnArr[this.mBorderId] if( b !=3D null && this.mIsOn && !b.GetState() ) { obj=3Dthis.ChgState( gFaceClr,gFaceClr,1 ) obj.style.posTop=3D0 } } var gHiliteClr=3D"THREEDHIGHLIGHT",gShadowClr=3D"THREEDSHADOW",gFaceClr=3D"= THREEDFACE" var gBtnArr =3D new Array() gBtnArr["nb_otl"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOtlPan= e,GetOtlState ) gBtnArr["nb_otlElem"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOt= lPane,GetOtlState ) gBtnArr["nb_nts"] =3D new ImgBtn( "nb_nts","nb_ntsBorder",10,parent.ToggleN= tsPane ) gBtnArr["nb_nts"].SetActive =3D _BSetA_BorderImg; gBtnArr["nb_nts"].SetInactive =3D _BSetI_BorderImg; gBtnArr["nb_ntsBorder"] =3D new TxtBtn( "nb_ntsBorder","nb_ntsElem",parent.= ToggleNtsPane,GetNtsState ) gBtnArr["nb_ntsElem"] =3D new TxtBtn( "nb_ntsBorder","nb_ntsElem",parent.To= ggleNtsPane,GetNtsState ) gBtnArr["nb_prevBorder"] =3D gBtnArr["nb_prev"]=3D new ImgBtn( "nb_prev","n= b_prevBorder",30,parent.GoToPrevSld ) gBtnArr["nb_nextBorder"] =3D gBtnArr["nb_next"]=3D new ImgBtn( "nb_next","n= b_nextBorder",30,parent.GoToNextSld ) gBtnArr["nb_sldshw"]=3D new ImgBtn( "nb_sldshw","nb_sldshwBorder",18,parent= .FullScreen ) gBtnArr["nb_sldshwBorder"] =3D new TxtBtn( "nb_sldshw","nb_sldshwBorder",pa= rent.FullScreen,null ) gBtnArr["nb_sldshwBorder"].SetActive =3D _BSetA_Border; gBtnArr["nb_sldshwBorder"].SetInactive =3D _BSetI_Border; gBtnArr["nb_sldshwText"] =3D new TxtBtn( "nb_sldshw","nb_sldshwText",parent= .FullScreen,null ) gBtnArr["nb_sldshwText"].SetActive =3D _BSetA_Border; gBtnArr["nb_sldshwText"].SetInactive =3D _BSetI_Border; gBtnArr["nb_voice"] =3D gBtnArr["nb_voiceBorder"] =3D new ImgBtn( "nb_voice= ","nb_voiceBorder",18,parent.ToggleVNarration ) gBtnArr["nb_otlTxtBorder"] =3D gBtnArr["nb_otlTxt"]=3D new ImgBtn( "nb_otlT= xt","nb_otlTxtBorder",23,parent.ToggleOtlText ) gBtnArr["nb_ntsBorder"].m_flagId=3D "nb_nts" gBtnArr["nb_ntsBorder"].SetFlag =3D NtsBtnSetFlag gBtnArr["nb_otlTxt"].ChangeIcon=3D GetOtlTxtState /********************************************* Context menu implementation _CM() is the function that's hooked up to the oncontextmenu event. Once we're asked to show the menu, we first build it by creating DIVs on-the-fly. Then we position it=20 within the screen area so it doesn't get clipped. Creating the DIVs using createElement() means we don't have to write out any extra HTML into the slide HTML files. **********************************************/ var sNext=3D"次へ",sPrev=3D"前へ",sEnd=3D"ス&= #12521;イド ショーの終了",s= Font=3D"ＭＳ 明朝",sArrow=3D"矢印",sFre= eform=3D"フリーフォーム",sRect=3D= "四角形",sOval=3D"楕円" function ShowMenu() { BuildMenu(); var doc=3DPPTSld.document.body,x=3DPPTSld.event.clientX+doc.scrollLeft,y= =3DPPTSld.event.clientY+doc.scrollTop m =3D PPTSld.document.all.item("ctxtmenu") m.style.pixelLeft=3Dx if( (x+m.scrollWidth > doc.clientWidth)&&(x-m.scrollWidth > 0) ) m.style.pixelLeft=3Dx-m.scrollWidth m.style.pixelTop=3Dy if( (y+m.scrollHeight > doc.clientHeight)&&(y-m.scrollHeight > 0) ) m.style.pixelTop=3Dy-m.scrollHeight m.style.display=3D"" } function _CM() { if( !parent.IsFullScrMode() ) return; if(!PPTSld.event.ctrlKey) { ShowMenu() return false } else HideMenu() } function BuildMenu() { if( PPTSld.document.all.item("ctxtmenu") ) return var mObj=3DCreateItem( PPTSld.document.body ) mObj.id=3D"ctxtmenu" mObj.style.visibility=3D"hidden" var s=3DmObj.style s.position=3D"absolute" s.cursor=3D"default" s.width=3D"120px" SetCMBorder(mObj,"menu","black") var iObj=3DCreateItem( mObj ) SetCMBorder( iObj, "threedhighlight","threedshadow" ) iObj.style.padding=3D2 CreateMenuItem( iObj,sNext,M_GoNextSld,M_True ) CreateMenuItem( iObj,sPrev,M_GoPrevSld,M_HasPrevSld ) =09 CreateSeparator( iObj ) CreateMenuItem( iObj,sEnd,M_End,M_True ) mObj.style.visibility=3D"visible" } function Cancel() { window.event.cancelBubble=3Dtrue; window.event.returnVa= lue=3Dfalse } function Highlight() { ChangeClr("activecaption","threedhighlight") } function Deselect() { ChangeClr("threedface","menutext") } function Perform() { e=3DPPTSld.event.srcElement if( e.type=3D=3D"menuitem" && e.IsActive() ) e.Action() else PPTSld.event.cancelBubble=3Dtrue } function ChangeClr( bg,clr ) { e=3DPPTSld.event.srcElement if( e.type=3D=3D"menuitem" && e.IsActive() ) { e.style.backgroundColor=3Dbg e.style.color=3Dclr } } function M_HasPrevSld() { return( parent.HasPrevSld() ) } function M_GoNextSld() { if( gIsEndShow ) M_End(); else GoToNextSld() } function M_GoPrevSld() { if( gIsEndShow ) { gIsEndShow=3D0; history.back();= PPTSld.event.cancelBubble=3Dtrue; } else GoToPrevSld() } function M_True() { return true } function M_End() { window.close( self ) } function CreateMenuItem( node,text,action,eval ) { var e=3DCreateItem( node ) e.type=3D"menuitem" e.Action=3Daction e.IsActive=3Deval e.innerHTML=3Dtext if( !e.IsActive() ) e.style.color=3D"threedshadow" e.onclick=3DPerform e.onmouseover=3DHighlight e.onmouseout=3DDeselect s=3De.style; 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