From: Subject: Stata Teaching Tools: Dice rolling simulation Date: Fri, 6 May 2005 13:21:23 +0200 MIME-Version: 1.0 Content-Type: multipart/related; type="text/html"; boundary="----=_NextPart_000_01EA_01C5523E.7FC23090" X-MimeOLE: Produced By Microsoft MimeOLE V6.00.2900.2180 This is a multi-part message in MIME format. ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: text/html; charset="Windows-1252" Content-Transfer-Encoding: quoted-printable Content-Location: http://www.ats.ucla.edu/stat/stata/ado/teach/zdemo.htm Stata Teaching Tools: Dice rolling simulation
3D"UCLA 3DHome
Stat=20 Computing > Stata=20 > Ado = > Teach
3DSearch=20

Stata Teaching Tools:  z-distribution

Purpose:  The purpose of this program is to = display a=20 z-distribution with vertical lines drawn at up to four = z-values. 

Download:  You can download this = program from=20 within Stata by typing findit zdemo (see How can I=20 used the findit command to search for programs and get additional=20 help? for more information about using=20 findit).

Use of program:  To use this program, type zdemo = # in=20 the Stata command window, where the number indicates the location of = the=20 vertical line.  There is no limit to the number of lines that can = be=20 displayed, but at least one is required.  

Examples:  The following shows the output from issuing = the=20 zdemo command with a value of 1.  

. zdemo 1

The following shows the output from issuing the zdemo = command with=20 values of 1.5, 2 and 2.5.

. zdemo 1.5 2 2.5

The following shows the output from issuing the zdemo = command with=20 values of -1, 0, 1 and 2.

. zdemo -1 0 1 2


Still have questions?
UCLA Researchers are invited = to our Statistical = Consulting=20 Services, including sending us questions at 3D"ATSstat.
We recommend others to our list of Other Resources = for=20 Statistical Computing Help.

Comments? Suggestions?=20 Corrections?
Please send your comments/suggestions/corrections to the = ATS=20 Stat Consulting Group at 3D"ATSstat.


SAS | SPSS | = Stata | HLM | MLwiN | SUDAAN | WesVar | S-Plus/R | Limdep
Statistical=20 Computing
These pages are Copyrighted (c) by = UCLA=20 Academic Technology Services

------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/mnm_ats_logo.gif R0lGODlhzQAUAMQAAP+7u//v7//f3/8REf8hIf8xMf+amv+qqv9mZv92dqGhof/Pz/9VVTMzM2pq asnJyfLy8k1NTYWFhdnZ2UFBQXd3d1paWq6urpGRkeXl5bu7u//Dw/9FRf+Kiv8AAP///ywAAAAA zQAUAEAF/+AnjmRpnmiqrmzrvnAsz3NDPs5XKabCkxeHBHMqeDqeBAnQOQQ+i05HIAoYOsaqwfD8 dAxRwEfQWYi+IsHVTPJ4RofpSF3+eDhRKhlwMIysdR8cbx+AbB9XUkwdZ4xnd1SFInGRVwEdi4VN TJFMToVbXWRyNKWmp6ipKXRyYaqvsLGys7S1sBgVEB8PFhofExEKuhMSHz4jGQ0ZIxEXIwYeBVJY HgYC0XwCDB4BCEcbHgwABG9IjGR2HCJ36+rs3pgHJW5QHggBlx/wfOleHgAAjgh6A80JgQEDEXkw iBDAgASkrnmIJMIhRHILFtjDx2jQEg8DniABcK1ANnNjGP8ZcMjAlsuXMGPWsjECh4gJFSg0cODs WAkMxU4EGBBuhkcZBZScGOSmqToV7GIcNUUtaRcYBwZQNEVThE0Kukr49NrgwYNgJbz5gffhgMBC CwJo++fWj8cEC8chsFOgkAcC+NixKxBSUps3bjExIPCB8JMn0T7gBZhEEEJvT/AK8IhZ8kSBSAoN QLDt6hgERCcmBrB4YIIAC6514MB4ZOIqeA/o1SjOtMzfwGkEIMCgA15GI4MrX868ufPn0KNLn069 uvXr2LPD6rorBzBhv3iMFQFB5zIT0NxsdTEVRgI/JxK5kQI/RVQY7WcElJaAgJgYCzDgGw3c2cTd CON90Mz/A2CVoFEBQxU2UAH+dTAABwMURhhTY1yYgFZ2/EUOAgSQ4wc7WV341Aj0NEaAhfKkyIE7 AxDGWEAX2tNhUjp6JECNeO31oYUDXPFPQI506AYDbFAI40CDIKBZQckNQiFJHmo1FAMIJFlCgyJo UMwOPfwgggQWOOCABRGQMFRTbtT2zwgLzDgIE3N6NIidSkTlpzuAokAPEgXY2Q+L6oyEZELbPAKA R43686hJFIrgjY5zdLGNFNEYOshVJFYjaXIi7DmjEgaQ4yUJECgQQQMWmImTTrEa08CtDSgQlAhB jGCEPCJAo84BgxCwgAEDEOANB2qUSM4Z5BQgz5/t9NMNTjlKsUjIAUa8WEiofSZ6pEBHdUAOkwl5 ca4Z+3EA3zUrVhGqtJN02xEhviqVHLF/mWFuNPJYeYh2BJvyY3HeADBUXwU37PDDEEcsMQwhAAA7 ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/top_nav_bar.gif R0lGODlhTAAUANUAAMbGxsrKyuDg4OPj4/T09Orq6u3t7d3d3eHh4dra2uzs7MvLy+7u7s3NzcTE xOTk5NPT0/j4+MnJyfX19eLi4sfHx/Pz887OztDQ0Pv7+9XV1enp6ebm5t/f38PDw9jY2Pf399fX 1+vr6/39/fDw8NTU1N7e3tvb2+jo6OXl5cjIyPLy8u/v79LS0vz8/M/Pz/n5+fb29tnZ2dbW1szM zAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAAAAAAALAAAAABMABQAAAb/wJHL lYHBIqBYbEIgWFYrEovFMBgUokJhg0JxUqnHYEBBCAQdk+lwOiVksk9oNtOUSpBWC/N6XRo0NAsB ARIqKhUAAA4eQkRGSEpMTlBSVFZYWlxeYGJkZmhqbG5wcnR2eHp8foCChIaIioyORUdJS01PUVNV V1lbXV9hY2VnaWttb3FzdXd5e31/gYOFh4mLjUO1kbiUu5e+msGdxKDHo8qmzanQrNOv1rLZj7aS uZW8mL+bwp7FochILTvlTFW0VtRgXZulDdKtSbos9coEjNOwT8ZEJSvFDNWzVdJcVYuFjZZDe94k 6hNn0Z85jQLVeTToTqRCeSbrdYuYL1zF137lMgZM17Fgu5AJ45VsqBMiPnAU+ZHDCBAdR4LsQCKE R5IhPW5Ov03cN+7iv3MbB677ePDdyIXztj28J3blz6lnYRLFyrZm0q5xT+58OpYlUKpoYxbN2tam Uq9yUfKESrZl0KppZRrV6vbm0q9zU/aMWtalUKtqZx7d+hYnU7B0VfqUavbl0KtraSLlCjcnbNGU DeO1jVozY7+8XYOWTNgubdOYFfPVzdozZMFhZZO2jFgvbtWcHQP2HXpy4bu1T2de3Hd368+RB9ed Xfpy4r25V3d+7CEIADs= ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/t_home.gif R0lGODlhNQAUANUAALa2tsLCwsPDw6ysrKCgoL+/v8HBwb29vZ6enrW1ta+vr7u7u7Gxsa6urqmp qaKiorm5ube3t6enp6Ojo6WlpbOzs+fn57i4uPPz8+3t7fn5+cTExOnp6dPT0+jo6M3NzdfX18XF xdra2s7Ozuvr69XV1dTU1MnJyerq6tLS0qqqqszMzMbGxuDg4OPj48jIyLCwsLKysrq6uqSkpKur q62traioqKamprS0tL6+vqGhoZ+fn52dncDAwLy8vP///yH5BAAAAAAALAAAAAA1ABQAAAb/QEHA 0OsVcrmDz7eQySARACCBw1ViMQYMpmjUagMazWGzSW43ymw2eeh0hN0OweMJiUakkumESqlWWFpc XmBiZGZoamxucHJ0dkNFR0lLTU9RU1VXWVtdX2FjZWdpa21vcXN1d5N6ln2ZgJyDn4aiiaWMqI+r knmVfJh/m4KehaGIpIunjqqReJR7HyuYCScvVTjFhKCHo4qmjamQrL97Pz9PADjosp1dx964y+K8 z63A6OrsP4CCnwO6iSKVi9m4XtBc+dAHYV07HBdKoGghoIYPDyk6cEihIoQLEAzQnGghwkc9Z+Wi LUGXIQMJEuggYsCwocUPIehEuPjh4eMP4ws3RvwY8eLHgl0ofalc+KOly5ggfpxQwM5FgB8iwDQt Y+HHjZkjPmAQgZScUoXoFiyIgg5A1BBcfnC42kGrBzJdb2jAEPYDi7II8Z37wSdCzB4/TMDYkJhx hwEDeOL12kJDgjZ/m5lNmI9wkwvtYpT4gUIDhwSOIctVYSMvgwwaLGhYAfieuSVMmEBJQOUKgxAy 4Am8pUyBDxsnNwu2BOHJhQiAAmlRQD0ecXC6NAe+zed5LGIMaFlPht2gvZQKL/nRFKgTN1vkCybf vlT99/biBcanVxs9MPvD4GeMft/IV1sQADs= ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/t_services.gif R0lGODlhNwAUANUAAKysrKKiotbW1vHx8bq6usDAwLe3t8TExODg4Pf39+Li4u7u7ry8vMzMzN7e 3rOzs+bm5tzc3KioqOrq6p+fn7CwsNLS0sjIyMbGxqampqSkpJGRkX5+fpycnJmZmYuLi3Z2dnt7 e5SUlImJiY+Pj319fZKSkoODg4GBgZCQkJiYmHp6eo2NjXh4eH9/f4WFhYSEhJeXl3l5eY6OjpWV lYiIiICAgIqKioKCgpOTk3x8fHd3d3V1dYyMjJubm////yH5BAAAAAAALAAAAAA3ABQAAAb/wI7P 51HFjjSaKJczbTYp0mzG6vU+t9uoxn3BYCccDmWzuTickk4XWslkrd0OxOMJiUakkumESqlWWFpc NV5gYmRmaGpsbnBydHZDRUcxSUtNT1FTVVdZW11fYWNlZ2lrbW9xc3V3lHqYfZuAnoOhh6SKp42q kK2TeZZ7mX6cgZ+EhmEoiaaMqY+skngxBBgYASJLsn+dgiOgHQy4iTaLqI6rka4UEz/vPwd7TrPe n6AOPxliuc7ovdJcFfghQEWHAgXmFUthT0u4caPK6HqWztc0DwMTFPCRI4mPAwgaUCBBAEGAAhYq IDAwQqUEAw58nLhBwEGDGS5IHIhgAEaI/xwXIhSwyM7djwQHmChIYKBBghgDERz9kGDCjQkJRgzU 8GEB0gMBaiSAQCFChBALLGSwQBQYhQsD3hUI8EPBgQM/CETN4eHDhR8Sflx4weBHAAA/HpRB8eBH AwINfvTwWsBGWyIUkOBVENjuXQADHwTy8CNuDMKGCRjGYQOF6scGDPTIEeHHAsvrJj1QUOCBAMc5 qqrYEOPBQADHfgsoVDgA6eU1jjh2oUNJBxkGfvgIOClD3HcKOFZIMABBAuM/kFu5EbgCc8MnCr8j oCM7BAgLetT+AeEypQAVBDCMCRkAUI8VnkgQyihiBEDCMxTQ0IgJJqjzCzXCaMOHJt0g+E9NIV+Q 48IzJagBjYUXBXPJhsXQ8oEgyYiCiDlr6EARQLlhmCGLB9YCCojklHIOL9Hk+MqOxPT44S2jNDPk if6pOCCHxvgYY5AT/VNkHUEAADs= ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/t_classes.gif R0lGODdhMgAUAPcAALKystPT0729vZSUlKioqMrKysbGxuHh4dXV1X19faurq4qKiqGhoXZ2doyM jISEhJeXl3l5eZGRkcPDw3p6ep6enpubm4eHh1tbW2tra3JyclJSUlVVVVRUVHR0dG9vb3FxcW1t bWlpaWRkZGJiYmhoaFlZWVdXV2ZmZl1dXWBgYF9fX9fX1+vr6/X19aampl5eXmpqamVlZVxcXHBw cFhYWG5ublZWVmdnZ2xsbGNjY1paWmFhYVNTU3Nzc/////////9k9hIAVEf2dyAGEwADAAAAAAAA AAAAAABk+RIA5PcSAAAAAAAEAAAACAAAAAAAAADQqRYALQcB52spAAAM9hIAAAAAAK3y+HcAABMA EMkWAAAAAADo9RIA1Cz5d2j2EgDULPl3cNj5d/////809hIA3E32dyAGEwAYyRYAEAAAAAAAAAAA 8AAAdPYSAKoo8Hdg9hIAAAAAAK3y+HcAABMAuFwXAAAAAAA89hIAGMkWALz2EgDULPl3cNj5d/// //+I9hIA3E32dyAGEwDAXBcAwFwXAAAAAAABAAAAYF9xcRD8EgAAAAAAzAUFADEq8HfE9hIAAAAT ABny+HckAAAAgAwTAAAAEwDAtRYAnPYSAAEAAADE9xIA1Cz5d2DY+Xf/////iPcSAFRH9neADBMA EPwSAAgAAAD/////zAUFAAAAAAAAAAAACPgSAB8ZcHHYBSEAHAAAAAEAAAAAAAAAEPwSAAAAAADM BQUAJPcSAAAAAABrKQAA/wAAAAAAAABU9xIAAAATABny+HdDAAAAUBITAAAAEwCosxYALPcSAI40 53ew/xIA1Cz5d2DY+Xf/////GPgSAFRH9ndQEhMAAAAAAAQBAADMBQUAAAAAAJD3EgCtJed3yOxb ACABAAACAAAAFOVHANT3EgCqKPB3AAATAAgABAAYAQAAEPwSAFT6EgAAAAAA27UWAAAAAAAAAAAA BI9DANu1FgAcLhUAwLUWAN+1FgBz+hIA/////wAAAACAj0MA27UWACH5BAAAAAAALAAAAAAyABQA QAj/AD348KEBBA0aH2zYCJEjR4YYMUSUwIEDhQwZI3ToIMGDh4oVMGCkmDEDw44dJmrUOHHjBocO PXpsEEjQwY8WERIydPiDRYwEChBMeIAxaIEFPAgEOAoDBIAAL0aYIPFUQIaXMWcOLHgwoUKGDyNO rHhRI8eOKkaa3IFhbcqVLbHKpMkV4deGYSVStIjRLFqQIkm6VcnSJcy5W0EY+PHDAAADLgZk6Bmj xQERCH6EaNAgQ4sAnCsHoPBDwIwdFCJE0NHgxwu5WgkatLsQL0S9ZPtu/BtyZMmTbwvDpgsiAgvG yC9MRjA2d8bdHgEHHgzXcFa6ABrb3TmZhYgHOCy0//gxgsEPBBB4mA8wAEaF0gQE/PggX0AD64hl H7QxYAD32yVIgJADG4XgQA4dZbAADiVhMMMFFKBUQwgPxHVYbHV59Z9Ye1303FkqTOcgdcJdSFxX dzkEYIe6gQiYbyRaeF1iKNamIofO+RVdb4IBR5iM+dW1AAAAVNCAQxI80BxfH/IW2G8SVjdcYse1 QMAABLAwQA7n4UZWkzvyeFqUJc5IUHYCaKATXj1hNoECLrQgg3kQKECAeVgSUIILB1wQQAA7CNDC AwA8MGVNP7iwgFcNJMClT+IhMJ5GcP6gAAmVEkBAaS90+sEI8rlgqIk0AuACcgck0J0IB/xwwHgu 2EfEGAQLIDfADJse8OoHLzDmwlWk6kebDXg9hJtuKOjQUUdqmdSWj1IGm2GKeY3FpI48wPBbWzHi h+FsGtqG47XQfSRmt7AFBAA7 ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/t_contact.gif R0lGODlhNwAUANUAAHl5eZaWlri4uLGxsTMzM56enomJicnJye7u7oKCgpqamoaGhqSkpKGhoV9f X8zMzNra2tjY2JCQkGhoaG9vb1VVVcHBwWtra62trb29vampqZOTkzExMTk5OVBQUC8vLywsLEtL SzQ0NEVFRTY2Nk5OTj4+PkdHRzAwMEBAQExMTElJSUNDQzo6OkJCQjw8PE1NTTc3N0pKSkhISDg4 OEZGRj09PUFBQT8/Pzs7O0RERDU1NS0tLVFRUU9PT////yH5BAAAAAAALAAAAAA3ABQAAAb/wF7P 4/OVYDBVSCZbzWanWm2k07Fct1sKhzPZbK9crtXp0GixGGm3ExHeHA7qw+OBhEQjUsl0QqVUVlha XF5gYmRmaGpsbnBydHZ4RUdJS01PUVNVV1lbXV9hY2VnaWttbwRxc3V3Q5R7l36agZ2EoIejiqaN qauRrnmVfJh/m4K3uKKJpYyoj6ySr3owFAUFCxXGxyyeXMqIpIunz7+tk0YVDz/s7Bea3N5dXisV 4btqp244IZDn0yXWIdgAQMIDAPBqZblRyIYKCBTuNSOxRoSIFBEm+JOWh8IPBBUuZTqhwIIFCVc0 PEhgIYAMGxl+QDjggAKDAwx0oAGA4UAC/wIxIxyoAAxdgR8YiK1wYgFBAgU/FOhYB2HAjwDqfgzA ioABA600Nvw4IKEBjANIJcgoOu2oAGIqZFz4oYEKBARTf8BI8eOBjQA/IuZwEGLBWBp3e0n4oTFa sCIeEVAIQbmCAwBRqazLy7Dv38BiAiCweoDGWMWMNz42IoCdgAICEACYgeBBDQ+1OePwDNjACQc/ GJg+oCPmhR0XRCxO4IWtMBgFELSD4GAGAAR3EUzgzPfBiwrSfyRAgF16BgcQ2okoEX6Cc1hJAAAo NqPGhAmbBmkx9IKCvRMUdNCDA6b4cFwjE4TgGDrDyPJEfSNEiMwthuAgRg4m4LMGRaiYw0URfEpl Aggng3zCHyI2dJDDOGyUoxqDsfQhIjclNpRLC2RM1As071ETojG11AiOLjo+o8qLAMVYDC0kynMi kSwa6SEIQQAAOw== ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/t_job.gif R0lGODlhTQAUANUAAIWFhWFhYTs7O1xcXFdXV21tbZmZmWlpaUZGRqampmdnZy0tLTExMQsLCw8P DxISEiMjIxoaGh8fHygoKCEhISUlJRwcHCoqKhQUFAICAhAQEAoKChcXFyIiIh0dHSQkJCcnJxsb GyAgICYmJl5eXu3t7YmJibW1tXd3d8LCwsPDw4aGhoeHh19fX4ODg8rKygwMDA0NDQcHBysrKx4e HhkZGQkJCRYWFhMTExgYGBUVFQUFBSkpKREREQ4ODv///yH5BAAAAAAALAAAAABNABQAAAb/wNns witOJqBRpfKBQDoUikhCpVk9FksoEql5c2DObawrY3Dox6PH7mkcDp/cF4vBYI3GxsaXyXaAGUJE RkhKTE5QUlQSVjRYWlxeNWA5YmRmaDhqbW5wc3R2eHp8Nn6AO4JDRTxHSUtNT1FTVVdZW11fYWM3 ZTpnaWttb3FzdXd5e31/gYOsroexirSNtpG5lLuYv5qcw5/Gosmlp82rRq+wibOMjpC4k5WXvZnB ncSgx6PKpsypzugCtFAni8KCAQKqPbolSZclXr6AbRLGBl84ZKSWoVJFqNWEHz+YSIsy4MeKWjQY YpMHsd7Ee+Dk6Bun0VxHJCAJQunQwiRK/yzwHM6L2I2ip2IyxWXstxFgKxAgR4xAYECFAQEdSPw4 ceLqIwApThBYqY0eN3vfkIbCyK/cv3NPQYIg8CMBiRclGJQsYaJEiQUofhwA4ILsw20SvVWMuXYf OX8cn30MeeIHAwgFfpjQauLDgR8oAqdQ0DDbYbOJjVpMyvZxU7hHQH5Q8cNJyc0/WHQoCYAGgBI/ CscrSxTtYrUzl7qNXAgkBBM/SEBg8WOA1gQQKiMQIOBCiRSGh7pUfDSf0raQncaunb0EbQMUAvwA XldCSZCkh58u/jKt+dY1vdURVT+okAgDJDAAxRQ0cOfIDARcUBpLiBUFE3LnuWYTK9D9UGgAQbKI QIsH7mQxIXHjqcZYcui9NmAACCyBSEEUtEPiQkGZJt5Z/R33n2MBMudROiMtUgWJ75y4X4oX/kgT UxsWQuQ67NSSZHgt8Ujeao09uZx6hugUBQUdMGhNjhSiZqF/FwEJZSpBAAA7 ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/search_bar.gif R0lGODdhVgAdAPcAAP7l1v3axv3Wwfy5l/y1kvylfvyfd/7u5P7p3PyPZf7fzvyJXv3Os/yuivya cvyshvyngfyqhPyNYv7s4f3LsPy7mv3Dpf3Bov/8+f3EpvyTafyWbP3UvP7n2f7j0/7x6f3Krv3Q tvywjPyhef3RuPy+nvyLYPyYb/y/oP3FqPy9nP/38v7q3v7w5/3HqvyRZ//z7PycdPyUavyje/7h 0f3IrPyyjv3Suv/28P3byP7dyvy3lP/49f/9/P/69/////////9k9hIAVEf2dyAGEwADAAAAAAAA AAAAAACKAAAApfNAAAoGjAAAAAAArPcSAIYAAABgF1wACgaMAGspAAAM9hIAAAAAAK3y+HcAABMA 2CwVAAAAAADo9RIA1Cz5d2j2EgDULPl3cNj5d/////809hIA3E32dyAGEwDgLBUAEAAAAAAAAAAA 8AAAdPYSAKoo8Hdg9hIAAAAAAK3y+HcAABMAWPQXAAAAAAA89hIA4CwVALz2EgDULPl3cNj5d/// //+I9hIA3E32dyAGEwBg9BcAYPQXAAAAAAABAAAAYF9xcRD8EgAAAAAAzAUFADEq8HfE9hIAAAAT ABny+HckAAAAgAwTAAAAEwDAtRYAnPYSAAEAAADE9xIA1Cz5d2DY+Xf/////iPcSAFRH9neADBMA EPwSAAgAAAD/////zAUFAAAAAAAAAAAACPgSAB8ZcHHYBSEAHAAAAAEAAAAAAAAAEPwSAAAAAADM BQUAJPcSAAAAAABrKQAA/wAAAAAAAABU9xIAAAATABny+HdDAAAAUBITAAAAEwCosxYALPcSAI40 53ew/xIA1Cz5d2DY+Xf/////GPgSAFRH9ndQEhMAAAAAAAQBAADMBQUAAAAAAJD3EgCtJed3yOxb ACABAAACAAAAFOVHANT3EgCqKPB3AAATAAgABAAYAQAAEPwSAFT6EgAAAAAA3LUWAAAAAAAAAAAA BI9DANy1FgAcLhUAwLUWAOC1FgB0+hIA/////wAAAACAj0MA3LUWACH5BAAAAAAALAAAAABWAB0A QAj/AH/86NEDgw8fPFbgwAEDxocWBw5MYIEAQQcAADzQUKBAR44AAQSI5HCDRAgGDCiAqOEiRQYL F1CUUFFhwIAdBAjYENGgwYMIESAUKDBjhAEDMRw4OLFBhoYXCRJIMLFggUCCBhEqZOgQokSKFjFq 5OgRpEgBJE2iVMnSJUyZNG3i1MnTJ1ChRI0iVcrUKVSpVK0OLHgw4cKGDyNOrHgx48aOH0OOLHky 5cqWL2POrHkz586eP4MOLXo06dKmT6NOrXqVsNbDXRWDbTwWstnJai23zQyX89zPdkXnLc0X9d/V grEW3orY6+KwjslGPpu2MlvMbzfL9Vw3NF7Se0/7/1UduHVWw1wTf2Us9nFZyWgpr73sVnPcznRB 3x2t13Tf1ICxNth5zMW2HnS1vUedfLphZ59v3OknHHj+GUeegMq9lp5zs7Un3W3x5XZdfb1tl19w 3/VX3HgBJucaes3Jxl50tsFX3Xy7ZXffb93tN1x4/x1X3oDLwabec7S5Nx1u1tHHm3b4Aecdf8SJ ByBy5hW5oYwIKgnijQ2SCCWPEqZYZZAXukigkRzOmOCSITaZ44MmSukjhSteOWSGMBqIpIc1Liii kzpCeOKUP1bIIpZEahjjgUl+aCODIz65Y4QoUgmkhS1m6aifHdKoIJM4OlhilD1OqKKVQmL4YoFH huL65peUEkonqmVqqqierq65JaSAjhpnqWJeeuidq6LZaaN9xuqml5MOOuepZGaaaJ6tqqnlo3+K CieYlRZaZ6pmbrronq+yyWWkgZIapqWG2qnqmZwyyiesbXYpqaBymjompojiyWqanjabL7vCgmsr tQAjS++5vW4L6rP7uhvurdUGnGy96PrKrazQ8kssvOPmeu3Ay96rLrDe0iqtv8bKW+6u2RaM77rB flvrtP8eO6+5vGr7qbP6tjvsu+Liaq3Aytqb7q/dzhptv8XGS66u2BLM7M0sSy0y0hg3/DPNaQYE ADs= ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/_gif/search.gif R0lGODdhQAAdAPcAAPttQvxcMvx4TP41E9BNKv4mC/xlOftoPfyGWogvGR4KBftyRvx8UPx1Sf06 FkUVC7ZPL/thNf1JIf8aB7AwFf1OJfxZLv1RKP09GNA0Fv8FAf1EHm4rGIc4ILA/Iv1BHP1UK/ZW LYsfDPxQJ+xbMphBJ/pNJexkO/1XLWUWCOlKJPpSKf1AG+trQ/hdMv1HIPlWLPpUK+1SK9ldN/pJ IrofCP4tDfyBVvyEWPx/VNxlPv1MJP4xEN5BHgAAAP8AAP////9k9hIAVEf2dyAGEwADAAAAAAAA AAAAAABk+RIA5PcSAAAAAAAEAAAACAAAAAAAAADQqRYABgYBMmspAAAM9hIAAAAAAK3y+HcAABMA OOoXAAAAAADo9RIA1Cz5d2j2EgDULPl3cNj5d/////809hIA3E32dyAGEwBA6hcAEAAAAAAAAAAA 8AAAdPYSAKoo8Hdg9hIAAAAAAK3y+HcAABMAyF8XAAAAAAA89hIAQOoXALz2EgDULPl3cNj5d/// //+I9hIA3E32dyAGEwDQXxcA0F8XAAAAAAABAAAAYF9xcRD8EgAAAAAAzAUFADEq8HfE9hIAAAAT ABny+HckAAAAgAwTAAAAEwDAtRYAnPYSAAEAAADE9xIA1Cz5d2DY+Xf/////iPcSAFRH9neADBMA EPwSAAgAAAD/////zAUFAAAAAAAAAAAACPgSAB8ZcHHYBSEAHAAAAAEAAAAAAAAAEPwSAAAAAADM BQUAJPcSAAAAAABrKQAA/wAAAAAAAABU9xIAAAATABny+HdDAAAAUBITAAAAEwCosxYALPcSAI40 53ew/xIA1Cz5d2DY+Xf/////GPgSAFRH9ndQEhMAAAAAAAQBAADMBQUAAAAAAJD3EgCtJed3yOxb ACABAAACAAAAFOVHANT3EgCqKPB3AAATAAgABAAYAQAAEPwSAFT6EgAAAAAA2LUWAAAAAAAAAAAA BI9DANi1FgAcLhUAwLUWANy1FgBw+hIA/////wAAAACAj0MA2LUWACH5BAAAAAAALAAAAABAAB0A QAj/ABHgwHEjRw4GDAQIaLCgIYCHByIaiEDRRYAAFiygAAHiwogKO3bQeLFhwwcWGFI6cDBgAI8J Gn7InEnzh0CCBhMuLOGDA4ATJUpInBjBhUWMFmCAWDHCREgJJD+w9PGggI2VA2DW3CrzZsGDOhk6 hDiUYoSLGjd2/LgD6gYWLHnYmIuBpVauNb3mDCv2IYCIBwwQPYsRhVqPINu6NckCJdaXMfHO1At2 4VjAgQWbNRogRAgYMVYgfhq1rsuVLG1Eltx14NewLRY87ECVANUOuD0QeKDggQ8PIHwoMGGCgg8R deVSnVDjeNbVrCkjVNigL9nMZtEa5jhaMcm3Kk3f/2Vt0/Ve6tb/lqWo/TDbtt9PoqzL0iUPuQWg 05QeVrZfzJoVhRYMG4n23mLzOUCfSxOQ1xpOB1HXEAS4zQBYgEZZlFZoF1QAkgRuwVVDDQXwgFV+ DpYHIWy+CddBRLx5wIECJCTwQAIK+EBAcArkaKMPKYgggg0+AJkjBc+lKJ1CAuiQY5EPnHAABD3G yAFVT9r2QFM7UPDkA0Q+wJxz40VnXmULpXfhYO1xdyBJjrU0gHj64cUfemOphx17hbmXGIjxzWca ig7emWaea2bXp5t/vhCoSvXxUECZWxmanp6DHZWUn6SVdFJdCw5AqJkr9uefnnty5plSTLEFKGOm of82gGpKnjndpQASxVlGKHDooXcmJWfDACfWydWSC7XQYpEv7ingot2BGOwAVFmFVYO1rkgdTwqU cIJ6J3TwAAczRFDjAw94EEIM42bwAAUSiIBuDTxQJa8IdqWo4msSttDBkyXMcBttJRAQwG6/xVAk BSr0ACRcyikwpghZ6YtsAxA8UAIEV3JwQG8kGECCjD7IkMBvKlDVFA09ZuBADWFOnGShtvanAwQz XEcABOwRQIAFHsjQkUdOQZVBBi7ZUMDS1xpbac14npoon2kxStoHpt3HA53ZvsYXousRVvVajZZG H9c0lxr1f2G3SfZTi32q0szkWapm24u+DSxjCYokim3dUB8qNd5jR+uopwnWN6nTkwVeHdjOum34 o6Hep/TfWwUEADs= ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/png Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/stata/ado/teach/zdemocrw1.png iVBORw0KGgoAAAANSUhEUgAAAjcAAAGdCAIAAABhJcXsAAAABGdBTUEAANkDQtZPoQAAAAlwSFlz AAALEwAACxMBAJqcGAAAACJ0RVh0U29mdHdhcmUAUXVpY2tUaW1lIDYuNCAoTWFjIE9TIFgpAOfl HL4AAAAHdElNRQfTCwURAzeWBDqJAAAgAElEQVR4nO3dCVxUVf/HcVAUH3PDLdfEFTUUcANRVFJL U8kl1zTbs73+ammWLU/lU2qrpWllZYum5BaKqbkvCAoYLrhC4JK4Lwgk8P/hGCoiDsPMnLt83i9e vMYRmN+999z5zrnLOa6Jh0+7AACgScVUFwAAwE2RUgAA7SKlAADaRUoBALSLlAIAaBcpBQDQLlIK AKBdpBQAQLtIKQCAdpFSAADtIqUAANpFSgEAtIuUAgBol5v1P1q+jLvj6gAAmMSZ8+nW/7C1KVWu jHv5sqVsqgeAbsQ//rZ895oxXnUhMDjrg4ojfgAA7SKlAADaRUoBALSLlAIAaBcpBQDQLlIKAKBd pBQAQLsKcVcvgJs5mHRs2qzlKSfPurpkV65YfsSwrnVrV1VdFGAEpBRgu5xw+mF5VOz+Q0dP1qjm 4VmraraLS9T2/d2HRdasVrG1T/0nhxJXQJGQUoAtPvoqLGzl1uQjJy1p9NXEEdem0eWu1e+RsfsX LMuJq15dWr74WA+F1QL6RUoBhRa6JGLGTyu6B/vN+GBEvl0lefL9V4e6XI6rz2Yunf7Tito1Kve7 19/plQK6R0oBhZCdnf32x6FzFm/476hB1qSOxNWH44e3a9X49Umz4+KTxr/Yz9XV1Ql1AoZBSgHW Sj5y4rWJs6PjDj46qHOhOkbywwnJKd/PW30w6e93Rg+qVb2S44oEDIYr0QGrTJ7+W4/hE+RB2Hdj Rz7Rs7C/Lr8ivygP5I/In7J/fYBBkVLArYUuifh69sq+3QNmTn7a5p6Q/KL8uvwR+VPyB+1bIWBU HPEDbuH9qQu/m7vayhNRBXN1dX3jpfu9vWq/Pmn2vsSjrzx1n10qBAyMlAIKIp0eiajh/TvZ8Qo9 +VMSUfJnG9SpxoV/QMFIKeCmJKLGT55jl15UHtKLkoiSP+5yObTs+8cBIyGlgPxNnr7469l/OCKi LCx/9vVJsxOSj418opcjXgIwAK6eAPIRv//wzF9WPdA7yKEdHfnjQ3oHzfxltbyc414F0DVSCsjr Qmr6i29+262j77jn+zr6tV57vm+3jj7ycvKijn4tQI9IKSCvNy6fLnpr5EDnvJzlhSwvCiAPUgq4 zvtfLAxfE/vxmw/dVtrdOa8oLyQvF74mRl7aOa8I6AgpBVyVlp4RunRzn26tverXcObrysv16dZG XloKcObrAtpHSgFXzVm0sWQJt3HPOfx01I3kReWlpQDnvzSgZaQUcIX0Y2b8vPLxwZ1LuZd0/qvL i8pLSwF0p4BrkVLAFe9+9mvGP5cGhgSqKkBeWgqQMlQVAGgQKQXkiN9/eH74ln7dA5R0pCzkpaWA +eGR3D4F5CKlgKs3SL3ytOLhX6UAbp8CrkVKAc6+Qapg3D4FXIuUgtl9MNXZN0gVLPf2KSlMdS2A eqQUTC07O3vx8qienVs4+Qapgkkxvbq0Wrxiq5SnuhZAMVIKprZ5295TZy6MHhGiupC8Rj3Z69Tp 81Ke6kIAxUgpmNqcxRu7BDWv5FFWdSF5SUlSmJSnuhBAMVIK5nXi1LkV67YP7KXsBqmCSWFSnhSp uhBAJVIK5jV5+mKP8mUCWjRUXUj+pLAK5W+b9OVi1YUAKpFSMKmTp88vXRVzd8fmrq6uqmvJnxR2 T0ef8NUxUqrqWgBlSCmY1KQvF3nWqvLqswoGlrWelCdFSqmqCwGUIaVgRtE7Ds4Pjxz/0v3Fi2t6 F5DypEgpVQpWXQughqZ3UcARMjOz3v5oXp9urf3urKu6lluTIqVUKVjKVl0LoAApBdN597NfE5JT Rj2puXukbkZKlYIZKx3mRErBXNLSM35bsbVXl5YVK5RRXYu1pFQpWMpm6imYECkFc8mZjbek26vP 9VFdSOFIwVI2M/nChEgpmIja2XiLgpl8YVqkFEzE0hdROBtvUVjKpjsFsyGlYBb67UhZ0J2COZFS MIsJUxZkZFzSaUfKQoqXRZjw+QLVhQDOQ0rBLNZH7goO9NZpR8pCipdFWL9lt+pCAOchpWAKB5OO HTp6asSwrqoLKSpZhENHT8riqC4EcBJSCqawdFV0o3rV69auqrqQopJFkAUJXx2juhDASUgpmIK8 rXcP9lNdhX3Igkjoqq4CcBJSCsZ3MOnYngNHunXyVV2IfciCyOJw0A8mQUrB+KbNWl6zWkUDHO6z kAWRxZGFUl0I4AykFAwuLT1j1ca49m0aqy7Entq3biwLxY1TMANSCgZnGbhv7DO9VRdiT2Of7c2w fjAJUgpGpvfxJm6GcShgHqQUjEzXA/cVjGH9YBKkFAzLqB0pC7pTMAlSCob1P/0P3FcwhvWDGZBS MKzN0Xs7BjQ1ZEfKQhatQ0DTiOi9qgsBHIiUgjGdOn0+8dDxYf06qC7EsR7s1yEx+bgsrOpCAEch pWBM6yJ3ly9X2turtupCHEsWUBZTFlZ1IYCjkFIwpnURu4JaNy5WzOAtXBZQFlMWVnUhgKMYfB+G OWVlZUn3Isi/iepCnEEWUxZWFll1IYBDkFIwoLj4pDNnU6WToboQZ5DFlIWVRVZdCOAQpBQM6PvQ tZ61qnhUKKO6EGeQxaxTs7IssupCAIcgpWA0aekZazfvbOPXQHUhzhPg11AWmdt7YUikFIzGkMPL FmwMg8/CuEgpGIqxR0W6GUZLgoGRUjAUAw8vWzAGn4VRkVIwDnN2pCzoTsGoSCkYxwSjDy9bsCuD z06Zr7oQwJ5IKRhEZmbW8nXbu3bwMWFHykIW/O4OPivW/ymrQnUtgN2QUjCIVRvjUi+mv/xUiOpC VBr9VMiF1HRZFaoLAeyGlIJBzApdG9K1VfmypVUXopIsvqyEWdzhCwMhpWAEew4ciYjZN7Svwefp sIasBFkVskJUFwLYBykFI/jh17X+vg0a1auuuhD1ZCXIqpAVoroQwD5IKejemXOpi5ZHGX7CQ+vJ qpAVIqtFdSGAHZBS0L1J0xbdVto9ONBbdSFaIatCVsjEaYtUFwLYASkF3YvekeDfomHx4jTmK2RV BLRoFLszQXUhgB2wY0Pf0tIzEpNTBvRoq7oQbenfIyAhKYVxKGAApBT0LWZHgnz3vdNTcR0aY1kh lpUD6BopBX2LiNnXvEkd0443cTOyQmS1yMpRXQhQVKQU9G1L9D5TTXhoPVktsnJUVwEUFSkFHUtL z9i+K9Hfl5TKh6wWWTmcmoLekVLQMU5KFYBTUzAGUgo6Njdss2ftKpyUypesljq1Kv8Stkl1IUCR kFLQq8zMrE1b9/g09VRdiHb53Vk3YtteJvKArpFS0CvLVB2jR5h6qo6CjRrBRB7QPVIKesVUHbfE RB4wAFIKusRUHVZiIg/oHSkFXWKqDisxkQf0jpSC/jBVR6EwkQd0jZSC/jBVR6EwkQd0jZSC/jBV R6EwkQd0jf0cOsNUHTZgIg/oFykFnWFUJBswWhL0i5SCzjBVhw2YyAP6RUpBZ5iqwzZM5AGdIqWg J0zVYTMm8oBOkVLQE05K2YxTU9ApUgp6wlQdNmMiD+gUKQXdYKqOImIiD+gRKQXdYKqOImIiD+gR KQXdYKqOImIiD+gRKQV9YKoOu2AiD+gOKQV9YKoOu2AiD+gOKQUdYKoOO2IiD+gLKQUdmMhUHfZz ZSKPqUzkAX0gpaAD6yJ2dfRvylQddiGrsWNA03WRu1QXAliF3R5aF7Mj4diJsy88eq/qQozjhUfu PXb8LONQQBdIKWjd/PAt7Vp53V6lgupCjENWpqxSWbGqCwFujZSCpqWn/xP2x7Y+3dqoLsRoZJXK ipXVq7oQ4BZIKWjaivV/yvcu7ZupLsRoLKvUsnoBLSOloGnzw7f0uKuFu3sJ1YUYjaxSWbEc9IP2 kVLQrr9TTm+Iiudwn4PIipXVKytZdSFAQUgpaNcn3yypWrkcs0k5iKzYqpXKyUpWXQhQEFIK2rV9 118tm9dTXYWRtfKp/+fuv1RXARSElIJGpaVnJCanDOjRVnUhRta/R0BCUgrTzEPLSCloFJPHOwHT zEP7SCloVETMvuZN6jB5vEPJ6pWVLKtadSHATZFS0Kgt0fva+DVQXYXxyUqWVa26CuCmSCloUVp6 xvZdif6+pJTDyUqWVc2pKWgWKQUt4qSU03BqChpHSkGL5oZt9qxdhZNSTiAr+Y5alX8J26S6ECB/ pBS0KCp2f7PGd6iuwix8mtTZuv2A6iqA/JFS0JwrE0o9woRSTsJ0U9AyUgqaw4RSTsZ0U9AyUgra woRSSjDdFDSLlIK2MKGUEkw3Bc0ipaAtTCilBNNNQbNIKWgIE0opZJlu6sSlLNWFANchpaAhTCil kGW6qR+Pp6ouBLgOKQUN2RAZ366ll+oqzKuVT/296ZdUVwFch5SCVly5TepRbpNSpn+PgMMZWelZ 2aoLAa4ipaAV3CalnOVYa3wa3SloCCkFTeA2KS0o5V6yUSm3Py9y1xQ0hJSCJnCblEZ4l3aLS6Uv BQ0hpaAJ3CalEc3+U2JP2iWmm4J2kFJQj9uktMOrlJsL001BS0gpqMdtUtrhXsy1eoliTDcF7SCl oN72XX+1bF5PdRW4olEpN6abgnaQUlAsLT0jMTllQI+2qgvBFQ9ULs10U9AOUgqKWd4NOdynHZXc ijHdFLSDlIJiETH7mjepU8q9pOpCcBXTTUE7SCkotiV6Xxu/BqqrwHWYbgraQUpBpbT0jO27Ev19 SSltYbopaAcpBZU4KaVZlumm/k45rboQmB0pBZXmhm32rF2Fk1IaZJlu6pOvl6guBGZHSkGZzMys TVv3+DT1VF0I8hfk32RNxE7ZTKoLgamRUlBm1ca41Ivpo0eEqC4E+ZNNcyE1XTaT6kJgaqQUlJkV ujaka6vyZUurLgT5k00jG0g2k+pCYGqkFNTYc+BIRMy+oX07qC4EBZENJJtJNpbqQmBepBTU+OHX tf6+DRrVq666EBRENpBsJtlYqguBeZFSUODMudRFy6OG9aMjpQOymWRjySZTXQhMipSCApOmLbqt tHtwoLfqQnBrsplkY02ctkh1ITApUgoKRO9I8G/RsHhxmp8OyGYKaNEodmeC6kJgUrxNwNmYqkN3 +vcISEhKYZp5KEFKwdkYFUl3LBuLGaegBCkFZ2OqDt2RjSWbTDac6kJgRqQUnI2pOvRINplsONVV wIxIKTgVU3XolGwy2XCcmoLzkVJwKk5K6RSnpqAKKQWnYqoOnZJNdketyr+EbVJdCEyHlIJTRcXu b9b4DtVVwBY+Teps3X5AdRUwHVIKzhOzI+HYibMvPHKv6kJgC9lwx46f5aAfnIyUgvPMD9/SrpXX 7VUqqC4EtpANJ5tPNqLqQmAupBScJD39n7A/tvXp1kZ1IbCdbD7ZiLIpVRcCEyGl4CQr1v8p37u0 b6a6ENjOsvksmxJwDlIKTjI/fEuPu1q4u5dQXQhsJ5tPNiIH/eBMpBSc4e+U0xui4jncZwCyEWVT ygZVXQjMgpSCM3zyzZKqlctxM68ByEasWqncJ18vUV0IzIKUgsNlZmat3rQzqHUT1YXAPoL8m6yJ 2CmbVXUhMAVSCg63amNc6sX00U+FqC4E9jF6RMiF1HTZrKoLgSmQUnC4WaFrQ7q2Kl+2tOpCYB+y KWWDymZVXQhMgZSCY+05cCQiZt/Qvh1UFwJ7kg0qm1U2rupCYHykFBzrh1/X+vs2aFSvuupCYE+y QWWzysZVXQiMj5SCA505l7poedSwfnSkDEg2q2xc2cSqC4HBkVJwoEnTFt1W2j040Ft1IbA/2ayy cSdOW6S6EBgcKQUHit6R4N+iYfHiNDMDks0a0KJR7M4E1YXA4Hj7gKOkpWckJqcM6NFWdSFwlP49 AhKSUphmHg5FSsFRmDze8JhmHk5ASsFRImL2NW9Sh8njDUw2rmxi2dCqC4GRkVJwlC3R+9r4NVBd BRxLNrFsaNVVwMhIKThEWnrG9l2J/r6klMHJJpYNzakpOA4pBYfgpJRJcGoKjkZKwSHmhm32rF2F k1KGJ5u4Tq3Kv4RtUl0IDIuUgv1lZmZt2rrHp6mn6kLgDH531o3YtpeJPOAgpBTs78pUHSOYqsMU RjGRBxyJlIL9MVWHqTCRBxyKlIKdMVWHCTGRBxyHlIKdMVWHCTGRBxyHlII9MVWHaTGRBxyElII9 MVWHaTGRBxyElII9RcbuD2zlxVQdJiQbPbClV9T2/aoLgdHwbgK7OXX6fOKh48O4bsKshvXrkJh8 XJqB6kJgKKQU7GZd5O7y5Up7e9VWXQjUkE0vDUCagepCYCikFOxmXcSuoNaNixWjUZmUbHppANIM VBcCQ+ENBfaRlZUlH6KD/JuoLgQqSQOQZiCNQXUhMA5SCvYRF5905myqfJRWXQhUkgYgzUAag+pC YBykFOxjVuhaz1pVPCqUUV0IVJIGUKdmZUZLgh2RUrCDzMysDVHxLZvXU10I1GvtU3/j1niGSIe9 kFKwAwZBRy6GSId9kVKwAwZBRy6GSId9kVIoKgZBRx4MkQ47IqVQVAyCjjwYIh12REqhSBgEHfli iHTYCymFIpnIIOjIz5Uh0qcyRDqKipSC7TIzs/7YEBfc1ptB0JGHNAkJqlWb4rgkHUXEmwtsd+UC 9Ke4AB35GM0l6bAHUgq24wJ0FIBL0mEXpBRsxAXouCUuSUfRkVKwEReg45a4JB1FR0rBFlyADitx STqKiJSCLSZxATqsc+WS9Glckg4bkVKwRWTs/sBWXlyAjluSRhLY0itq+37VhUCveJdBoZ06fT7x 0PFhXDcB6wzr1yEx+bg0G9WFQJdIKRTausjd5cuV9vaqrboQ6IM0FWkw0mxUFwJdIqVQaOsidgW1 blysGI0HVpGmIg1Gmo3qQqBLvNGgcLKysuRDcZB/E9WFQE+kwUizkcajuhDoDymFwomLTzpzNlU+ GqsuBHoiDUaajTQe1YVAf0gpFM73oWs9a1XxqFBGdSHQE2kwdWpW/p7RklB4pBQKIS09Y+3mnW38 GqguBPoT4NdQGo80IdWFQGdIKRTCnEUbS5Z0G/tMb9WFQH/GPNtbGo80IdWFQGdIKVhLPgXP+Hnl 44M7l3IvqboW6I80G2k80oToTqFQSClYy/IpeGBIoOpCoFeWxkN3CoVCSsEqdKRQdHSnYANSClaZ MGVBRsYlOlIoImlC0pAmfL5AdSHQDVIKVlkfuSs40JuOFIpImpA0pPVbGC0J1iKlcGsHk44dOnpq xLCuqguBEUhDOnT0pDQq1YVAH0gp3NrSVdGN6lWvW7uq6kJgBNKQpDmFr45RXQj0gZTCrckbSvdg P9VVwDikOclHH9VVQB9IKdzCwaRjew4c6dbJV3UhMA5pTtKoOOgHa5BSuIVps5bXrFaRw32wI2lO 0qikaakuBDpASqEgaekZqzbGtW/DCOiws/atG0vT4sYp3BIphYIwcB8cZCzD+sE6pBRuivEm4DiM QwErkVK4KQbug0MxrB+sQUohf3Sk4Gh0p2ANUgr5Y+A+OIFlWL/3psxXXQi0i5RCPuSz7dJV0d2C felIwaGkgXUP9gtfFUN3CjdDSiEflkv7Xn22j+pCYHxc7IeCkVLIizNScCbOTqFgpBTy4tI+OBkX +6EApBSuQ0cKzkd3CgUgpXAdLu2DEszhi5shpXAd5uSFEszhi5shpXAVc/JCIebwRb5IKVzFnLxQ iDl8kS9SClcxJy/UYg5f3IiUwhXMyQvlmMMXNyKlcMW0Wb8zJy/U+ncO399VFwINIaWQ4+Tp87+v 3d6p7Z2qC4HZdWrbVJqiNEjVhUArSCnkmPTlIs9aVRi4D8q9+mxfaYrSIFUXAq0gpeASvePg/PDI 8S/dX7w47QGKSSOUpigNUpql6lqgCbwrmV1mZtbbH83r06213511VdcC5JCmKA1SmqU0TtW1QD1S yuzem/JrQnLKqCdDVBcCXCUNUpqlNE7VhUA9UsrUsrOzl62J7dbJt2KFMqprAa6SBtk92Pf3Ndul iaquBYqRUqa2edve02cujHqyl+pCgLxGPtHr1Jnz0kRVFwLFSClTm7N4Y5eg5pU8yqouBMhLmqU0 TmmiqguBYqSUeZ04dW7Fuu0DezFJBzRKGqc0UWmoqguBSqSUeU2evtijfJmAFg1VFwLkTxpnhfK3 TfpysepCoBIpZVInT59fuirm7o7NXV1dVdcC5E8a5z0dfcJXxzAUhZmRUib172ATfVUXAhSEoShA SpkRg01ALxiKArxJmQ6DTUBfGIrC5Egp0/nvp6EMNgF9sQxF8c6noaoLgQKklLnE7z88L2zToJBA BpuAjkhzlUY7N2yzNGDVtcDZSCkTuZCa/uKb33br6PvK071V1wIUjjTabh19pAFLM1ZdC5yKlDKR NybPke9vjRyouhDAFpama2nGMA9Syiw+mLowfE3sx28+dFtpd9W1ALaQpisNOHxNjDRm1bXAeUgp U8jOzl68PKpn5xZe9WuorgWwnTTgXl1aLV6xlbHSzYOUMoXN2/aeOnNh9Aiu64PujXqy16nTjJVu IqSUKTD2OQyDsdLNhpQyPsY+h8EwVrqpkFLGN+nLxR4VGPscxiGN2aP8bROnMbifKZBSBhe///Di FVG9urRk7HMYhjTmXl1b/bZyGzf5mgEpZWS5t/G+/NR9qmsB7EmaNDf5mgQpZWTcxgsD4yZfkyCl DGvC5/O5jRcGlnuT7/tfcJOvkZFSxhS///CP89cN7RPEbbwwMGnefbq1CV26OS09Q3UtcBRSyoBy T0eNeYZRZWFw457rW7KE25xF3D5lWKSUAXE6CuZRyr3k44M7z/h5Jd0poyKljOZ/ny/gdBRMZWBI YMY/l97+eJ7qQuAQpJShJB858fPC9YNC2nE6CuYh3anBIe0WLIsMXRKhuhbYn5vqAmA32dnZr02c 7eddd9xzfVTXAjjVS4/3vKNmlfGXj3X3u9dfdTmwJ1LKON6d8mt03MGw78YyzARMyBJOr0+anZB8 bOQTvVSXA7vhiJ9BxO8/PHvhhsH3ta9VvZLqWgA1JKiG9A6a+ctqRk4yElLKCLj0HLB47fm+jJxk MKSUEXDpOZCLkZMMhpTSPS49B66VO3KS7Bqqa4EdkFL6xqXnwI1kdxh0XzvZNWQHUV0LioqU0jEu PQduZtyzfWXXkB1EdhPVtaBISCkde/vj0Oi4g++MHsSl50AeslPIriE7iOwmqmtBkZBSehW6JGLO 4g0P3t+JS8+BfMmuITuI7CaMSaFr3NWrS7LXjZ8857+jBnGbPVCAkU/09KzFmBT6Rkrpz/tTF343 dzURBVgjd0yKfYlHX3nqPtXloNBIKZ2RXpRE1PD+nYgowEqys0hEyY7ToE41dhzdIaX0hAN9gG2k FyURxaE/PSKldGPy9N++nr2SiAJsc81wtCkjn+ipuhxYi2v89CH5yInv560e2KsdEQXYTHYf2Ylk V+JuXx0hpXQg9+7d8S/2U10LoG+yE3G3r76QUlon+9K4D2Zz9y5gF7l3+8puRVDpAimlaclHTjw8 8ouwlVsfGXQXd+8CdiG7kuxQslvJzsWhP+0jpbTrk2+W9Bg+QR6EfTf2hUfuVV0OYByyQ8luJQ9k F5MdTXU5KAgppVHyEe+b2X/06Nxy5uSn6UUBdie7lexcsovJjkaPSstIKS3KvVzi3Zc5FwU4iuxc sotxMYXGkVKaw+USgNNwMYX2kVLawuUSgJNxMYXGkVJaIZ/j3v30Vy6XAJzv2osp3v3sVzpVmkJK aYKlC/XLbxsH9ArkcgnA+SwXUwzoGfjL4o10qjSFlFJv8vTfcrtQ457ry7koQAnZ9cY93ze3UyU7 puqKkIOUUix0ScTXs1f27R5AFwrQAkunSnZJ2TGZ5FcLGBNdmYNJx6Z8G750VTTDnAOaIp2qN166 39ur9uuTZm/cGv/sQ93q1q6quijzIqUU+OirsLCVW5OPnKxZreITQ7oQUYAGyY751+Hjsqt2H/ae 7Kq9urR88bEeqosyI1LK2UKXRMz4aUX3YL8ZH4zgAxqgZS891kO+DiYd+2zm0uk/rahdozKfKZ2P lHIeDvEBeiSfJj8cP7xdq8YcAFSClHK47OzsCZ8v+GPDnxziA/QrzwHAru2bvfJMb67IdQJSyrGS j5x4bWLOcEf3dPTlEB+ga7kHAL/4ftnPizbsPnD4ndGDuDTX0bgS3VHS0jNenzQ790aoD8YNJaIA A5AdeeK4Ybm3Vb0+aY7s7KqLMjL6UvYnH7WmzVq+amOci6vLwJB2YzksABiO5baqCVMWLPh9y7LV McGB3iOGdeWTqCO4Jh4+bc3PlSvjXqFsKUdXo2vyeWrClPnrI+MPHT1Zs5pHUOsmY57tXcq9pOq6 gEKIf/xt+e41Y7zqQnTj+h2/YlDrxuz4t3TmXNqZ8+lW/jB9KTu42nlycZGPVF9N5PwTYBYSSG+N HOhy+X1g6qzfl6yKli+6VnZEStkuJ5x+WB4Vu9/Sebo32I/PUIBpSSZ98OrQ3K5V92GR0rVq7VP/ yaHEVZGQUoWWp4MvrZDOEwCLa7tW02b9Hhm7f8GySI4EFgUpdWuWA3opJ89Wq1L+6LHTcfFJLhzZ A1AgeXN4/9WhLtcfCfT2ql2taoW/U07Xql55LKFlHVIqH7mx5OKSnZh8XPpMNap5eNa6HEiuLt2D /WheAKyUeyTwvSnzk4+cdMm5099l6aropdeEVuWK5TmPdTOkVI6bxZKri0ur5hzQA1BU8rn27ctH Ai2uCy0Xl6jt+7sPi/z3bSeb0LqWGVMqt33kHMFLOU0sAXCyPKHl8u+BweMnz+UJLXmbMvkRQmOm VJ4zSbnPS+c698SS9LVdcg7gEUsA1LMcGMz9Z25oudxwhDDPe5rhDxhqNKWu6+7cEDPXPsjzvMRO 3jNJeXBiCYDm5Qmta48Q5pGn75WTaTd/h8w35DTeUSvE2BPjxozM97+On3M9djZnPMC0f3L+WarE lQcWN/tnwc+fu5gzpEOR0z0AAAqXSURBVFDZ/2QX9tfl10q6ZdetklXa3ZrFAnCdsxti5Hu5dr6q C0HhpKa7HEwplnHJNfvyPwv1znnj+23R38ZF1XJZlctm51vte/+brPuxJ6qWz2pULas4Y+ECgBXk c/mdtbJs+93MLJc9R4ulZWh0uFHG8QNwFeP4wQkKNY4fvRUAgHaRUgAA7SKlAADaRUoBALSLlAIA aBcpBQDQLlIKAKBd1t7Ve9bqa9v16H8T3snOyh477nXVhdiORdACAyzCzCoZOYtwLk11IbYzwFYw wCIUrFCBUoixJwwcVOkZmdlZWbpeQBZBC1gELWARDIYjfgAA7SKlAADaRUoBALSLlAIAaJe1Y6ID AOB89KUAANpFSgEAtIuUAgBoFykFANAuUuqKzMzMv/8+mp2drbqQIjl18uSZM1wOo0xWVpZsAtVV mF16errsy7ItVBdiu5MnTqRdvKi6Cq0gpXLM+XmWT9O6Iffe1cav8Sujnv/nn39UV1Ro0duiOgT6 dWzfws+7fpdOAbt37VBdUaFdunRp4fx5fUPufu7pR1XXYouvpn/esnnDuzsHBge1ivszVnU5tvhz e8wzIx7u2K7FiRPHVddiC/mI9uhDg5s39ezcoU2zxnV++uFb1RUV2r69ezq1b3n3XW3btGgybEhf Pe7IdkdKuUgmbd60Ye78JRFbdy4MW7l+7epfZv+guqhCWxb+28tjxsfuOLht+747vZuNGztSdUWF tm7tqsgtm6pVq3H48CHVtRTaj7NmLl2yeO2m6Mjo3R99+uVjDw9JSkpUXVThnD9/bsaXU+rXb5hw 8EBmZqbqcmyxeeN6r8ZNYuMOxOw48PZ7E8ePG52c/JfqogpH9oLHn3w2KnbPlm27ZF94a/xY1RWp V4jRZo2qRIkSH306zfI4Ozv73Lmz9eo3UFuSDca8+qblQQUPDze3EsVc9ff5I/iurvL1/bdfLVww T3UthZORkTHhnTemTv+ubNly8k9fv5YdO3X+cOKE3HalC2XKlP3086+kF/XJRx+orsVG93TvKV+W xx4eFbOystyK6+wt7uFHn7Q8KFGy5PGUY/UbNFRbjxbobBM6ztw5P0Zvi4rcsvmVV99oGxikuhzb /fTDt4sXhkqnUHUhJnL0yGH5cNPc1y/3GR/fFno83GQY+/buGf3SMy+OHFOteg3VtRTa1qgtK1eE b1i3ppFXkzHj3lRdjnr6+8TtIPv37V27+o+//kq4cOG8Tg93iCmfTH7nrde+/nZ2k6beqmsxkb// Purq6lquXPncZ8pXqCBPKizJzLZtjby/T7c+/QY+98Io1bXY4sTxlIjNG2Njtsl7UWpqqupy1DNj Sn0zY2pQW1/Ll3ShLE/KZ5b1EbELFi//8otPv5jykdoKbynfRZg+7bOZX0+bv/j3oI7BasuzRr6L oFPlypXLzs6WHlXuM4cPJZe7fPQPTrYnftfQQX1eGjn2tTfekY8Oqsuxxd3deoQuCI+K3ZOdlf3g kH6qy1HPjEf87une07uZj+VxHc+61/6XdEGGDH0ofMlijX8Ku3ER1q1ZNWPalJ/nLW7UqLHS0qxV wFbQndtvry7f4+N3Va9R0/JM/O5dt1errrQoMzpz5vTjjzwgnzgffOgx1bUUVeXKVV74v5fv6dzu r8SEO+p4qi5HJTOmVM1ateXrZv9br37DBb/OdWY9NrhxEf771rhnnh+pl4hyudVW0JcKHh4NG3rJ p/hOwV0sz8jj4M53q63KhL6bOaNq1WoGiCgLT896xYoV4w5IMx7xy+PEieNBbX0TDh5wuXxX5sL5 czvd1UV1UYUjixC/e2cb/7byIPdLv2fX9Gjo8Ee/n/nVuXNn5fH6tat37vhz8JAHVRdlOhvWrWnf odO1e8FFvZ3XeWbEwzO//tLyeMH8udIjb+TVRG1JypmxL5VHpUqVe/TqPaBfD/nkcvhQsnzAHzl6 nOqiCudQcpJ87971uksTV62L0uMl9Toln9/lg0Jg62b1GzTcE7976vTv9Hh1md7JjvDhxPfkK/eZ Ua+8pvGj93kMHjJ87Msvzp3zo5ub29GjRz79fIa7u7vqohRjfqkrMjIyYmO2Va5cxbNuPZ2edIVy f/999K/EhGbNfEr95z+qa4GOySee9PT0Ro0a05BcSCkAgJZxXgoAoF2kFABAu0gpAIB2kVIwu6Sk xN49u1z7tW7Nqht/bPOm9SMee9DPu/6zTz2yZ89uy5ORWzb36h7cpEHNnt06yQ9YnozfvXNgv55N G9bq1qX9yhXLLE/+Hh72yqjnf1s0v7Vf43feek2eSUw4OGTAfd5ed/Tvc+/OHX8W8CqAmZFSMDsP j4pPPv285SsgsH1szDaPihXz/MylS5eee+rRNgGBc0J/cyvu9vHk/7lcHmR2yICQ+vUbzp63uGdI n4eGDki7ePHUyZP39+7epOmdC8JWDH5g+BOPPLA1aov88PHjKX+sWPbxh++/NHJM13u6X7hwvt99 99xRx1P+YBv/to8MHyTP5PsqgMlxjR9wxdmzZ+7t2qH/oAdeeOnlPP+1a2ec9JmiYvZU8PDIffLD ie+tWb0yd/j5jRvW+vi2+HrG1G++mhr9537L/QwPDunnVqLEN9/N/umHb18bO3LNxm21a9dxuTxl 4rdfT5d/Fi9eXP7ZpVPA+5M+LV269I2vApgcd/UCV4wZ9UL1GjUtN4F+M2PqzG+uDAHw/Iuj+/Uf 7N3Mp2P7Fr379O91X79Wrf3l+X379rRo1Sb31wPbdZDve/fsDgzskHvLXbugjj98/43lcc1atS0R JeK2x7qVcPu/F0ZY/nn+/Dn5xQGDht74KoDJkVJAjh9nzVy/fvWyFRuKFcs5DJ5nMFx5cu78pfN+ +Wnh/HnffnPPkKEPTfjg47SLF0uVKpXn76Smptb4d8xZl8tjhuYO0lOxYqXc56Xf1qChV/BdV8b6 kwd3Nmue76s4bpEBXSClAJfdu3a89cbYT6fMyB3U/MbBcEuUKDH4geHyJSky9uUX33v/I/mBxISD ef5U7TvqrF+7Ovefmzaul2csj68d0+SOOp5xcdt79+2f59dvfBVGQoHJcfUEzE76Os88+fD9/Qd3 u7fXzX5GOjfduwZdunRJHqekHAsIbC/h0TOkz/JlS1avWiFPJhw8ENi62YkTx/v0HbBvb3zovNlZ WVmbN63/Y8WyvvcPuvEP9us/eFvUlkULQuVvSgHdurSP2Lwh31dx2HID+kBKwey2bt2yb9+en3/8 rl7tSpavTz76IM/PdO56T5UqVZs38Wzb2vv38LDnX8y5vMI/oN3zL7386PBBAa3uvLtz4NAHH6lU qbKPbwvpAL02ZmQrn0aD+4eE9Ll/yNCHbnzRZs1933534uiRzwa0bOrXrIGvX8uWrfzzfRXA5LjG D7DWmdOn0zPSq1a9/don09PTDyUn1ahZ69pzVP/880/SX4nVq9f4T+nSBfxB6TbJj1W9/fbbbitT 8KsApkVKAQC0iyN+AADtIqUAANpFSgEAtIuUAgBoFykFANAuUgoAoF2kFABAu0gpAIB2kVIAAO0i pQAA2kVKAQC0i5QCAGgXKQUA0C5SCgCgXaQUAEC7SCkAgHaRUgAA7SKlAADaRUoBALTr/wE7XxLG KKGdiQAAAABJRU5ErkJggg== ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/png Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/stata/ado/teach/zdemocrw2.png iVBORw0KGgoAAAANSUhEUgAAAjcAAAGdCAIAAABhJcXsAAAABGdBTUEAANkDQtZPoQAAAAlwSFlz AAALEwAACxMBAJqcGAAAACJ0RVh0U29mdHdhcmUAUXVpY2tUaW1lIDYuNCAoTWFjIE9TIFgpAOfl HL4AAAAHdElNRQfTCwURBSk6UaBsAAAgAElEQVR4nOzdB1yVZf/HcXBhblw5EydqKOACUVRSy0mO nGk2nsp2/dXSLBtP5VNq0x5NKysbmhIqoZiaeyAoYC6cEDgS9+SgwP+Hh4cMEeFwzrnu8Xm/ePE6 HoHzu+/7us/3XPe4LtfEo2ddAADQpGKqCwAA4JZIKQCAdpFSAADtIqUAANpFSgEAtIuUAgBoFykF ANAuUgoAoF2kFABAu0gpAIB2kVIAAO0ipQAA2kVKAQC0q0TBf7RiOTfH1QEAMIlzFy0F/+GCplSF cm4Vy5e2qR4AyBb/+Nvy3XP2JP2+hBMWwQwKHlQc8QMAaBcpBQDQLlIKAKBdpBQAQLtIKQCAdpFS AADtIqUAANpViLt6AdzK4aQTM+euSDl93tUls2rliqNHdq9ft7rqogAjIKUA22WF0/crouMOHjl+ ulYNd4861TNdXKJ3HOw5Mqp2jcptvRs+OYK4AoqElAJs8dGX4eGrtiUfO21Noy+njL4xja53rX6L iju4aHlWXPXt1vrFf/VWWC2gX6QUUGghSyNn/7iyZ5Dv7A9G59lVkifff3WEy/W4+mzOslk/rqxb q+rAXn5OrxTQPVIKKITMzMy3Pw6ZH7bx32OHFiR1JK4+nDSqQ5umr0+dtzM+adKLA11dXZ1QJ2AY pBRQUMnHTr02ZV7MzsOPDe1aqI6R/HBCcsp3C9ccTvrrnXFD69Ss4rgiAYPhSnSgQKbN+rX3qMny IPzbCWOe6FPYX5dfkV+UB/JH5E/Zvz7AoEgp4PZClkZ+NW/VgJ7+c6Y9bXNPSH5Rfl3+iPwp+YP2 rRAwKo74Abfx/ozF3y5YU8ATUflzdXV946UHvDzrvj513oHE4688db9dKgQMjJQC8iOdHomoUYO6 2PEKPflTElHyZxvVq8GFf0D+SCngliSiJk2bb5deVC7Si5KIkj/ucj207PvHASMhpYC8TZsV9tW8 3x0RUVbWP/v61HkJySfGPNHXES8BGABXTwB5iD94dM7Pqx/sF+jQjo788eH9Auf8vEZeznGvAuga KQXkdumy5cU3v+nR2Wfi8wMc/VqvPT+gR2dveTl5UUe/FqBHpBSQ2xvXTxe9NWaIc17O+kLWFwWQ CykF/MP7/10csTbu4zcfLlvGzTmvKC8kLxexNlZe2jmvCOgIKQX8LdWSFrJsS/8ebT0b1nLm68rL 9e/RTl5aCnDm6wLaR0oBf5u/ZFOpkiUmPufw01E3kxeVl5YCnP/SgJaRUkA26cfM/mnV48O6lnYr 5fxXlxeVl5YC6E4BNyKlgGzvfvZL2tVrQ4IDVBUgLy0FSBmqCgA0iJQCssQfPBoasXVgT38lHSkr eWkpIDQiitungBykFPD3DVKvPK14+FcpgNungBuRUoCzb5DKH7dPATcipWB2H8xw9g1S+cu5fUoK U10LoB4pBVPLzMwMWxHdp2srJ98glT8ppm+3NmErt0l5qmsBFCOlYGpbtu8/c+7SuNHBqgvJbeyT fc+cvSjlqS4EUIyUgqnND9vULbBlFffyqgvJTUqSwqQ81YUAipFSMK9TZy6sXL9jSF9lN0jlTwqT 8qRI1YUAKpFSMK9ps8LcK5bzb9VYdSF5k8IqVSw79Ysw1YUAKpFSMKnTZy8uWx17b+eWrq6uqmvJ mxR2X2fviDWxUqrqWgBlSCmY1NQvlnjUqfbqswoGli04KU+KlFJVFwIoQ0rBjGJ2HQ6NiJr00gPF i2t6F5DypEgpVQpWXQughqZ3UcAR0tMz3v5oYf8ebX3vrq+6ltuTIqVUKVjKVl0LoAApBdN597Nf EpJTxj6puXukbkVKlYIZKx3mRErBXFItab+u3Na3W+vKlcqprqWgpFQpWMpm6imYECkFc8majbdU iVef66+6kMKRgqVsZvKFCZFSMBG1s/EWBTP5wrRIKZiItS+icDbeorCWTXcKZkNKwSz025GyojsF cyKlYBaTpy9KS7um046UlRQvizD580WqCwGch5SCWWyI2hMU4KXTjpSVFC+LsGHrXtWFAM5DSsEU DiedOHL8zOiR3VUXUlSyCEeOn5bFUV0I4CSkFExh2eqYJg1q1q9bXXUhRSWLIAsSsSZWdSGAk5BS MAV5W+8Z5Ku6CvuQBZHQVV0F4CSkFIzvcNKJfYeO9ejio7oQ+5AFkcXhoB9MgpSC8c2cu6J2jcoG ONxnJQsiiyMLpboQwBlIKRhcqiVt9aadHds1VV2IPXVs21QWihunYAakFAzOOnDfhGf6qS7EniY8 249h/WASpBSMTO/jTdwK41DAPEgpGJmuB+7LH8P6wSRIKRiWUTtSVnSnYBKkFAzrP/ofuC9/DOsH MyClYFhbYvZ39m9uyI6UlSxaJ//mkTH7VRcCOBApBWM6c/Zi4pGTIwd2Ul2IYz00sFNi8klZWNWF AI5CSsGY1kftrVihjJdnXdWFOJYsoCymLKzqQgBHIaVgTOsj9wS2bVqsmMFbuCygLKYsrOpCAEcx +D4Mc8rIyJDuRaBfM9WFOIMspiysLLLqQgCHIKVgQDvjk86dvyydDNWFOIMspiysLLLqQgCHIKVg QN+FrPOoU829UjnVhTiDLGa92lVlkVUXAjgEKQWjSbWkrduyu51vI9WFOI+/b2NZZG7vhSGRUjAa Qw4vm7/xDD4L4yKlYCjGHhXpVhgtCQZGSsFQDDy8bP4YfBZGRUrBOMzZkbKiOwWjIqVgHJONPrxs /rIHn50eqroQwJ5IKRhEenrGivU7unfyNmFHykoW/N5O3is3/CGrQnUtgN2QUjCI1Zt2Xr5iefmp YNWFqDTuqeBLly2yKlQXAtgNKQWDmBuyLrh7m4rly6guRCVZfFkJc7nDFwZCSsEI9h06Fhl7YMQA g8/TURCyEmRVyApRXQhgH6QUjOD7X9b5+TRq0qCm6kLUk5Ugq0JWiOpCAPsgpaB75y5cXrIi2vAT HhacrApZIbJaVBcC2AEpBd2bOnNJ2TJuQQFeqgvRClkVskKmzFyiuhDADkgp6F7MrgS/Vo2LF6cx Z5NV4d+qSdzuBNWFAHbAjg19S7WkJSanDO7dXnUh2jKot39CUgrjUMAASCnoW+yuBPnuc7eH4jo0 xrpCrCsH0DVSCvoWGXugZbN6ph1v4lZkhchqkZWjuhCgqEgp6NvWmAOmmvCw4GS1yMpRXQVQVKQU dCzVkrZjT6KfDymVB1ktsnI4NQW9I6WgY5yUygenpmAMpBR0bEH4Fo+61TgplSdZLfXqVP05fLPq QoAiIaWgV+npGZu37fNu7qG6EO3yvbt+5Pb9TOQBXSOloFfWqTrGjTb1VB35GzuaiTyge6QU9Iqp Om6LiTxgAKQUdImpOgqIiTygd6QUdImpOgqIiTygd6QU9IepOgqFiTyga6QU9IepOgqFiTyga6QU 9IepOgqFiTyga+zn0Bmm6rABE3lAv0gp6AyjItmA0ZKgX6QUdIapOmzARB7QL1IKOsNUHbZhIg/o FCkFPWGqDpsxkQd0ipSCnnBSymacmoJOkVLQE6bqsBkTeUCnSCnoBlN1FBETeUCPSCnoBlN1FBET eUCPSCnoBlN1FBETeUCPSCnoA1N12AUTeUB3SCnoA1N12AUTeUB3SCnoAFN12BETeUBfSCnowBSm 6rCf7Ik8ZjCRB/SBlIIOrI/c09mvOVN12IWsxs7+zddH7VFdCFAg7PbQuthdCSdOnX/hsV6qCzGO Fx7tdeLkecahgC6QUtC60IitHdp43lmtkupCjENWpqxSWbGqCwFuj5SCplksV8N/396/RzvVhRiN rFJZsbJ6VRcC3AYpBU1bueEP+d6tYwvVhRiNdZVaVy+gZaQUNC00Ymvve1q5uZVUXYjRyCqVFctB P2gfKQXt+ivl7MboeA73OYisWFm9spJVFwLkh5SCdn3y9dLqVSswm5SDyIqtXqWCrGTVhQD5IaWg XTv2/Nm6ZQPVVRhZG++Gf+z9U3UVQH5IKWhUqiUtMTllcO/2qgsxskG9/ROSUphmHlpGSkGjmDze CZhmHtpHSkGjImMPtGxWj8njHUpWr6xkWdWqCwFuiZSCRm2NOdDOt5HqKoxPVrKsatVVALdESkGL Ui1pO/Yk+vmQUg4nK1lWNaemoFmkFLSIk1JOw6kpaBwpBS1aEL7Fo241Tko5gazku+pU/Tl8s+pC gLyRUtCi6LiDLZrepboKs/BuVm/bjkOqqwDyRkpBc7InlHqUCaWchOmmoGWkFDSHCaWcjOmmoGWk FLSFCaWUYLopaBYpBW1hQiklmG4KmkVKQVuYUEoJppuCZpFS0BAmlFKI6aagTaQUNIQJpRRiuilo EykFDdkYFd+htafqKsyL6aagQaQUtCL7NqnHuE1KGaabggaRUtAKbpNSjjH9oEGkFDSB26S0gOmm oEGkFDSB26Q0gummoDWkFDSB26Q0gummoDWkFNTjNint4NQUtIaUgnrcJqUdTDcFrSGloN6OPX+2 btlAdRXIxnRT0BRSCoqlWtISk1MG926vuhBkY7opaAopBcWs74Yc7tMOppuCppBSUCwy9kDLZvVK u5VSXQj+xnRT0A5SCoptjTnQzreR6irwD0w3Be0gpaBSqiVtx55EPx9SSluYbgraQUpBJU5KaRbT TUEjSCmotCB8i0fdapyU0qDs6aa+YropKEZKQZn09IzN2/Z5N/dQXQjyFujXbG3kbtlMqguBqZFS UGb1pp2Xr1jGjQ5WXQjyJpvm0mWLbCbVhcDUSCkoMzdkXXD3NhXLl1FdCPImm0Y2kGwm1YXA1Egp qLHv0LHI2AMjBnRSXQjyIxtINpNsLNWFwLxIKajx/S/r/HwaNWlQU3UhyI9sINlMsrFUFwLzIqWg wLkLl5esiB45kI6UDshmko0lm0x1ITApUgoKTJ25pGwZt6AAL9WF4PZkM8nGmjJziepCYFKkFBSI 2ZXg16px8eI0Px2QzeTfqknc7gTVhcCkeJuAszFVh+4M6u2fkJTCNPNQgpSCszEqku4wzTwUIqXg bEzVoTuysWSTyYZTXQjMiJSCszFVhx7JJpMNp7oKmBEpBadiqg6dkk0mG45TU3A+UgpOxUkpneLU FFQhpeBUTNWhU7LJ7qpT9efwzaoLgemQUnCq6LiDLZrepboK2MK7Wb1tOw6prgKmQ0rBeWJ3JZw4 df6FR3upLgS2kA134uR5DvrByUgpOE9oxNYObTzvrFZJdSGwhWw42XyyEVUXAnMhpeAkFsvV8N+3 9+/RTnUhsJ1sPtmIsilVFwITIaXgJCs3/CHfu3VsoboQ2M66+aybEnAOUgpOEhqxtfc9rdzcSqou BLaTzScbkYN+cCZSCs7wV8rZjdHxHO4zANmIsillg6ouBGZBSsEZPvl6afWqFbiZ1wBkI1avUuGT r5aqLgRmQUrB4dLTM9Zs3h3YtpnqQmAfgX7N1kbuls2quhCYAikFh1u9aeflK5ZxTwWrLgT2MW50 8KXLFtmsqguBKZBScLi5IeuCu7epWL6M6kJgH7IpZYPKZlVdCEyBlIJj7Tt0LDL2wIgBnVQXAnuS DSqbVTau6kJgfKQUHOv7X9b5+TRq0qCm6kJgT7JBZbPKxlVdCIyPlIIDnbtwecmK6JED6UgZkGxW 2biyiVUXAoMjpeBAU2cuKVvGLSjAS3UhsD/ZrLJxp8xcoroQGBwpBQeK2ZXg16px8eI0MwOSzerf qknc7gTVhcDgePuAo6Ra0hKTUwb3bq+6EDjKoN7+CUkpTDMPhyKl4ChMHm94TDMPJyCl4CiRsQda NqvH5PEGJhtXNrFsaNWFwMhIKTjK1pgD7Xwbqa4CjiWbWDa06ipgZKQUHCLVkrZjT6KfDyllcLKJ ZUNzagqOQ0rBITgpZRKcmoKjkVJwiAXhWzzqVuOklOHJJq5Xp+rP4ZtVFwLDIqVgf+npGZu37fNu 7qG6EDiD7931I7fvZyIPOAgpBfvLnqpjNFN1mMJYJvKAI5FSsD+m6jAVJvKAQ5FSsDOm6jAhJvKA 45BSsDOm6jAhJvKA45BSsCem6jAtJvKAg5BSsCem6jAtJvKAg5BSsKeouIMBbTyZqsOEZKMHtPaM 3nFQdSEwGt5NYDdnzl5MPHJyJNdNmNXIgZ0Sk09KM1BdCAyFlILdrI/aW7FCGS/PuqoLgRqy6aUB SDNQXQgMhZSC3ayP3BPYtmmxYjQqk5JNLw1AmoHqQmAovKHAPjIyMuRDdKBfM9WFQCVpANIMpDGo LgTGQUrBPnbGJ507f1k+SqsuBCpJA5BmII1BdSEwDlIK9jE3ZJ1HnWrulcqpLgQqSQOoV7sqoyXB jkgp2EF6esbG6PjWLRuoLgTqtfVuuGlbPEOkw15IKdgBg6AjB0Okw75IKdgBg6AjB0Okw75IKRQV g6AjF4ZIhx2RUigqBkFHLgyRDjsipVAkDIKOPDFEOuyFlEKRTGEQdOQle4j0GQyRjqIipWC79PSM 3zfuDGrvxSDoyEWahATV6s07uSQdRcSbC2yXfQH6U1yAjjyM45J02AMpBdtxATrywSXpsAtSCjbi AnTcFpeko+hIKdiIC9BxW1ySjqIjpWALLkBHAXFJOoqIlIItpnIBOgom+5L0mVySDhuRUrBFVNzB gDaeXICO25JGEtDaM3rHQdWFQK94l0GhnTl7MfHIyZFcN4GCGTmwU2LySWk2qguBLpFSKLT1UXsr Vijj5VlXdSHQB2kq0mCk2aguBLpESqHQ1kfuCWzbtFgxGg8KRJqKNBhpNqoLgS7xRoPCycjIkA/F gX7NVBcCPZEGI81GGo/qQqA/pBQKZ2d80rnzl+WjsepCoCfSYKTZSONRXQj0h5RC4XwXss6jTjX3 SuVUFwI9kQZTr3bV7xgtCYVHSqEQUi1p67bsbufbSHUh0B9/38bSeCwZmaoLgc6QUiiE+Us2lSpV YsIz/VQXAv0Z/2w/aTzLz1lUFwKdIaVQUNKRmv3TqseHdS3tVkp1LdAfaTbSeELOXKE7hUIhpVBQ 0pGS70OCA1QXAr2yNh66UygUUgoFQkcKRSeNZ6D7HdKdkuakuhboBimFApk8fVFa2jU6Uiii+yq6 Xc3MnPz5ItWFQDdIKRTIhqg9QQFedKRQRG7FXNuVLbVhK6MloaBIKdze4aQTR46fGT2yu+pCYASD Kt9x5PhpaVSqC4E+kFK4vWWrY5o0qFm/bnXVhcAIapcqLs0pYk2s6kKgD6QUbk/eUHoG+aquAsYh zUk++qiuAvpASuE2Died2HfoWI8uPqoLgXFIc5JGxUE/FAQphduYOXdF7RqVOdwHO5LmJI1Kmpbq QqADpBTyk2pJW71pZ8d2jIAOO+vYtqk0LW6cwm2RUsgPA/fBQSZcH9bPOqAJkA9SCrfEeBNwHOuw ftLA6E4hf6QUbomB++BQ1qZFdwr5I6WQNzpScDS6UygIUgp5Y+A+OIE0MGlm700PVV0ItIuUQh7k s+2y1TE9gnzoSMGhpIH1DPKNWB1Ldwq3QkohD9ZL+159tr/qQmB8XOyH/JFSyI0zUnAmzk4hf6QU cuPSPjgZF/shH6QU/oGOFJyP7hTyQUrhH7i0D0pYL/ZjDl/cjJTCPzAnL5SQJicNjzl8cTNSCn9j Tl4oJA2POXxxM1IKf2NOXigkDY85fHEzUgp/Y05eqMUcvrgZKYVszMkL5ZjDFzcjpZBt5tzfmJMX av1vDt/fVBcCDSGlkOX02Yu/rdvRpf3dqguB2XVp31yaojRI1YVAK0gpZJn6xRKPOtUYuA/Kvfrs AGmK0iBVFwKtIKXgErPrcGhE1KSXHihenPYAxaQRSlOUBinNUnUt0ATelcwuPT3j7Y8W9u/R1vfu +qprAbJIU5QGKc1SGqfqWqAeKWV2703/JSE5ZeyTwaoLAf4mDVKapTRO1YVAPVLK1DIzM5evjevR xadypXKqawH+Jg2yZ5DPb2t3SBNVXQsUI6VMbcv2/WfPXRr7ZF/VhQC5jXmi75lzF6WJqi4EipFS pjY/bFO3wJZV3MurLgTITZqlNE5poqoLgWKklHmdOnNh5fodQ/oySQc0ShqnNFFpqKoLgUqklHlN mxXmXrGcf6vGqgsB8iaNs1LFslO/CFNdCFQipUzq9NmLy1bH3tu5paurq+pagLxJ47yvs3fEmliG ojAzUsqk/jfYxADVhQD5YSgKkFJmxGAT0AuGogBvUqbDYBPQF4aiMDlSynT+/WkIg01AX6xDUbzz aYjqQqAAKWUu8QePLgzfPDQ4gMEmoCPSXKXRLgjfIg1YdS1wNlLKRC5dtrz45jc9Ovu88nQ/1bUA hSONtkdnb2nA0oxV1wKnIqVM5I1p8+X7W2OGqC4EsIW16VqbMcyDlDKLD2Ysjlgb9/GbD5ct46a6 FsAW0nSlAUesjZXGrLoWOA8pZQqZmZlhK6L7dG3l2bCW6loA20kD7tutTdjKbYyVbh6klCls2b7/ zLlL40ZzXR90b+yTfc+cZax0EyGlTIGxz2EYjJVuNqSU8TH2OQyGsdJNhZQyvqlfhLlXYuxzGIc0 ZveKZafMZHA/UyClDC7+4NGwldF9u7Vm7HMYhjTmvt3b/LpqOzf5mgEpZWQ5t/G+/NT9qmsB7Ema NDf5mgQpZWTcxgsD4yZfkyClDGvy56HcxgsDy7nJ9/3/cpOvkZFSxhR/8OgPoetH9A/kNl4YmDTv /j3ahSzbkmpJU10LHIWUMqCc01Hjn2FUWRjcxOcGlCpZYv4Sbp8yLFLKgDgdBfMo7Vbq8WFdZ/+0 iu6UUZFSRvOfzxdxOgqmMiQ4IO3qtbc/Xqi6EDgEKWUoycdO/bR4w9DgDpyOgnlId2pYcIdFy6NC lkaqrgX2V0J1AbCbzMzM16bM8/WqP/G5/qprAZzqpcf73FW72qTrx7q9VBcD+yKljOPd6b/E7Dwc /u0EhpmACQ3s5SffX586r38Ft4eqlVFdDuyGI34GEX/w6LzFG4fd37FOzSqqawHUkKAa3i9w8dnU BMs11bXAbkgpI+DSc8DqtecHBJQv9cGxi4ycZBiklBFw6TmQ4+nqZV0YOclASCnd49Jz4EZ3FHN9 uWa5iLWxsmuorgV2QErpG5eeAzfzcCsx9P4OsmvIDqK6FhQVKaVjXHoO3MrEZwfIriE7iOwmqmtB kZBSOvb2xyExOw+/M24ol54DuchOIbuG7CCym6iuBUVCSulVyNLI+WEbH3qgC5eeA3mSXUN2ENlN GJNC17irV5dkr5s0bf6/xw613skIIE9jnujjUSd7TAp2Fp0ipfTn/RmLv12whogCCiJnTIoDicdf eep+1eWg0EgpnZFelETUqEFdiCiggGRnkYiSHadRvRrsOLpDSukJB/oA20gvSiKKQ396RErpxrRZ v341bxURBdgm59BfQnLKmCf6qC4HBcU1fvqQfOzUdwvXDOnbgYgCbCa7j+xEsitxt6+OkFI6kHP3 7qQXB6quBdA32Ym421dfSCmtk31p4gfzuHsXsIucu31ltyKodIGU0rTkY6ceGfPf8FXbHh16D3fv AnYhu5LsULJbyc7FoT/tI6W065Ovl/YeNVkehH874YVHe6kuBzAO2aFkt5IHsovJjqa6HOSHlNIo +Yj39bzfe3dtPWfa0/SiALuT3Up2LtnFZEejR6VlpJQW5Vwu8e7LnIsCHEV2LtnFuJhC40gpzeFy CcBpuJhC+0gpbeFyCcDJuJhC40gprZDPce9++guXSwDOd+PFFO9+9gudKk0hpTTB2oX6+ddNg/sG cLkE4HzWiykG9wn4OWwTnSpNIaXUmzbr15wu1MTnBnAuClBCdr2Jzw/I6VTJjqm6ImQhpRQLWRr5 1bxVA3r604UCtMDaqZJdUnZMJvnVAsZEV+Zw0onp30QsWx3DMOeApkin6o2XHvDyrPv61HmbtsU/ +3CP+nWrqy7KvEgpBT76Mjx81bbkY6dr16j8xPBuRBSgQbJj/nn0pOyqPUe+J7tq326tX/xXb9VF mREp5WwhSyNn/7iyZ5Dv7A9G8wEN0LKX/tVbvg4nnfhszrJZP66sW6sqnymdj5RyHg7xAXoknyY/ nDSqQ5um1gOAvdPSa5cqrrooEyGlHC4zM3Py54t+3/gHh/gA/co5ABh+7Fz1EsV6TQ995Zl+XJHr BKSUYyUfO/XalKzhju7r7MMhPkDXrAcAfx/1xvzTV35asnHvoaPvjBvKpbmOxpXojpJqSXt96ryc G6E+mDiCiAIMoHap4v9Xo1zObVWvT50vO7vqooyMvpT9HU46MXPuitWbdrq4ugwJ7jCBwwKA4Vhv q5o8fdGi37YuXxMbFOA1emR3Pok6AillN/J5avL00A1R8UeOn65dw71XkO/4Z/uVdiului4ADiGf Pl99rv//PdHbuuP3HBlVu0blwLZN2fHti5Syg787Ty4u8pHqyymcfwLMQgLprTFDXK6/D8yY+9vS 1THyRdfKjkgp22WF0/crouMO0nkCIJn0wasjco6pWLtWbb0bPjmCuCoSUqrQ/nlkL6sV0nkCYHVj 12rm3N+i4g4uWs6RwCIhpW7PekAv5fT5GtUqHj9xdmd8kgtH9gDkS94c3n91hMs/jwR6edatUb3S Xyln69SsOoHQKhhSKg85seTikpmYfFL6TLVquHvUuR5Iri49g3xpXgAKKOdI4HvTQ5OPnXbJutPf ZdnqmGU3hFbVyhU5j3UrpFSWW8WSq4tLm5Yc0ANQVPK59u3rRwKt/hFaLi7ROw72HBn1v7edTELr RmZMqZz2kXUEL+UssQTAyXKFlsv/DgyePH0hV2jJ25TJjxAaM6VynUnKeV461zknlqSv7ZJ1AI9Y AqCe9cBgzj9zQsvlpiOEud7TDH/AUKMp9Y/uzk0xc+ODXM9L7OQ+k5QLJ5YAaF6u0LrxCGEuufpe WZl263fIPENO4x0118SjZ2//Uy4uFcq5TRw/Js//OnnB9cT5rPEAU69m/bN0yewHVrf6Z/7PX7iS NaRQ+TsyC/vr8mulSvYuEXMAAAqiSURBVGTWr5ZRxq0giwXAqc5vjJXvFTr46PclnLAINrhscTmc Uiztmmvm9X8W6p3z5vfbor+Ni+oVMqqWz8yz2vf+M+3cRUsBF02jfanqFTOa1Mgozli4AFAA8rn8 7joZtv1ueobLvuPFUtM0OtxoIfpSlcqXdnQ1AIwt/vG35bvn7En6fQknLILhnbuQWvC+FL0VAIB2 kVIAAO0ipQAA2kVKAQC0i5QCAGgXKQUA0C5SCgCgXQW9X8rl+i1TDi1Fof9MficzI3PCxNdVF2I7 FkELWAQtYBG073yBb5ZyKdTYE4X6u/piSUvPzMjQ9QKyCFrAImgBi2AwHPEDAGgXKQUA0C5SCgCg XaQUAEC7CnGNHwAATkZfCgCgXaQUAEC7SCkAgHaRUgAA7SKlsqWnp//11/HMzEzVhRTJmdOnz53j chhlMjIyZBOorsLsLBaL7MuyLVQXYrvTp06lXrmiugqtIKWyzP9prnfz+sG97mnn2/SVsc9fvXpV dUWFFrM9ulOAb+eOrXy9Gnbr4r93zy7VFRXatWvXFocuHBB873NPP6a6Flt8Oevz1i0b39s1ICiw zc4/4lSXY4s/dsQ+M/qRzh1anTp1UnUttpCPaI89PKxlc4+undq1aFrvx++/UV1RoR3Yv69Lx9b3 3tO+XatmI4cP0OOObHeklItk0pbNGxeELo3ctntx+KoN69b8PO971UUV2vKIX18ePylu1+HtOw7c 7dVi4oQxqisqtPXrVkdt3VyjRq2jR4+orqXQfpg7Z9nSsHWbY6Ji9n706Rf/emR4UlKi6qIK5+LF C7O/mN6wYeOEw4fS09NVl2OLLZs2eDZtFrfzUOyuQ2+/N2XSxHHJyX+qLqpwZC94/Mlno+P2bd2+ R/aFtyZNUF2ReoUYbdaoSpYs+dGnM62PMzMzL1w436BhI7Ul2WD8q29aH1Rydy9RomQxV/19/gi6 p7t8fffNl4sXLVRdS+GkpaVNfueNGbO+LV++gvzTx7d15y5dP5wyOadd6UK5cuU//fxL6UV98tEH qmux0X09+8iX9bG7e+WMjIwSxXX2FvfIY09aH5QsVepkyomGjRqrrUcLdLYJHWfB/B9itkdHbd3y yqtvtA8IVF2O7X78/puwxSHSKVRdiIkcP3ZUPty09PHNecbbp5UeDzcZxoH9+8a99MyLY8bXqFlL dS2Fti1666qVERvXr23i2Wz8xDdVl6Oe/j5xO8jBA/vXrfn9zz8TLl26qNPDHWL6J9Peeeu1r76Z 16y5l+paTOSvv467urpWqFAx55mKlSrJkwpLMrPt26Ie6N+j/8Ahz70wVnUttjh1MiVyy6a42O3y XnT58mXV5ahnxpT6evaMwPY+1i/pQlmflM8sGyLjFoWt+OK/n/53+kdqK7ytPBdh1szP5nw1MzTs t8DOQWrLK4g8F0GnKlSokJmZKT2qnGeOHkmucP3oH5xsX/yeEUP7vzRmwmtvvCMfHVSXY4t7e/QO WRQRHbcvMyPzoeEDVZejnhmP+N3Xs49XC2/r43oe9W/8L+mCDB/xcMTSMI1/Crt5EdavXT175vSf FoY1adJUaWkFlc9W0J0776wp3+Pj99SsVdv6TPzePXfWqKm0KDM6d+7s448+KJ84H3r4X6prKaqq Vau98H8v39e1w5+JCXfV81BdjkpmTKnaderK163+t0HDxot+WeDMemxw8yL8+62Jzzw/Ri8R5XK7 raAvldzdGzf2lE/xXYK6WZ+Rx0Fd71VblQl9O2d29eo1DBBRVh4eDYoVK8YdkGY84pfLqVMnA9v7 JBw+5HL9rszFoQu63NNNdVGFI4sQv3d3O7/28iDnS79n1/RoxKjHvpvz5YUL5+XxhnVrdu/6Y9jw h1QXZTob16/t2KnLjXvBFb2d13lm9CNzvvrC+nhR6ALpkTfxbKa2JOXM2JfKpUqVqr379hs8sLd8 cjl6JFk+4I8ZN1F1UYVzJDlJvvfs/o9LE1evj9bjJfU6JZ/f5YNCQNsWDRs13he/d8asb/V4dZne yY7w4ZT35CvnmbGvvKbxo/e5DBs+asLLLy6Y/0OJEiWOHz/26eez3dzcVBelGPNLZUtLS4uL3V61 ajWP+g10etIVyv311/E/ExNatPAufccdqmuBjsknHovF0qRJUxqSCykFANAyzksBALSLlAIAaBcp BQDQLlIKZpeUlNivT7cbv9avXX3zj23ZvGH0vx7y9Wr47FOP7tu31/pk1NYtfXsGNWtUu0+PLvID 1ifj9+4eMrBP88Z1enTruGrlcuuTv0WEvzL2+V+XhLb1bfrOW6/JM4kJh4cPvt/L865B/Xvt3vVH Pq8CmBkpBbNzd6/85NPPW7/8AzrGxW53r1w5189cu3btuacea+cfMD/k1xLFS3w87T8u1weZHT44 uGHDxvMWhvUJ7v/wiMGpV66cOX36gX49mzW/e1H4ymEPjnri0Qe3RW+VHz55MuX3lcs//vD9l8aM 735fz0uXLg68/7676nnIH2zn1/7RUUPlmTxfBTA5rvEDsp0/f65X906Dhj74wksv5/qvPbt3Sp8p OnZfJXf3nCc/nPLe2jWrcoaf37RxnbdPq69mz/j6yxkxfxy03s/w0PCBJUqW/PrbeT9+/81rE8as 3bS9bt16LtenTPzmq1nyz+LFi8s/u3Xxf3/qp2XKlLn5VQCT465eINv4sS/UrFXbehPo17NnzPk6 ewiA518cN3DQMK8W3p07turXf1Df+we2aesnzx84sK9Vm3Y5vx7QoZN8379vb0BAp5xb7joEdv7+ u6+tj2vXqWuNKLFzR1yJkiX+74XR1n9evHhBfnHw0BE3vwpgcqQUkOWHuXM2bFizfOXGYsWyDoPn GgxXnlwQumzhzz8uDl34zdf3DR/x8OQPPk69cqV06dK5/s7ly5dr/W/MWZfrY4bmDNJTuXKVnOel 39aosWfQPdlj/cmDu1u0zPNVHLfIgC6QUoDL3j273npjwqfTZ+cMan7zYLglS5Yc9uAo+ZIUmfDy i++9/5H8QGLC4Vx/qu5d9TasW5Pzz82bNsgz1sc3jmlyVz2PnTt39BswKNev3/wqjIQCk+PqCZid 9HWeefKRBwYN69Gr761+Rjo3PbsHXrt2TR6npJzwD+go4dEnuP+K5UvXrF4pTyYcPhTQtsWpUyf7 Dxh8YH98yMJ5GRkZWzZv+H3l8gEPDL35Dw4cNGx79NYli0Lkb0oBPbp1jNyyMc9XcdhyA/pASsHs tm3beuDAvp9++LZB3SrWr08++iDXz3Ttfl+1atVbNvNo39brt4jw51/MurzCz7/D8y+9/Nioof5t 7r63a8CIhx6tUqWqt08r6QC9Nn5MG+8mwwYFB/d/YPiIh29+0RYtfd5+d8q4Mc/6t27u26KRj2/r 1m388nwVwOS4xg8oqHNnz1rSLNWr33njkxaL5UhyUq3adW48R3X16tWkPxNr1qx1R5ky+fxB6TbJ j1W/886yZcvl/yqAaZFSAADt4ogfAEC7SCkAgHaRUgAA7SKlAADaRUoBALSLlAIAaBcpBQDQLlIK AKBdpBQAQLtIKQCAdpFS+P/26lgAAAAAYJC/9TR2lEQAX5YC4MtSAHxZCoAvSwHwZSkAviwFwJel APiyFABfAW3XE6cGVWyrAAAAAElFTkSuQmCC ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/png Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/stata/ado/teach/zdemocrw3.png iVBORw0KGgoAAAANSUhEUgAAAjcAAAGdCAIAAABhJcXsAAAABGdBTUEAANkDQtZPoQAAAAlwSFlz AAALEwAACxMBAJqcGAAAACJ0RVh0U29mdHdhcmUAUXVpY2tUaW1lIDYuNCAoTWFjIE9TIFgpAOfl HL4AAAAHdElNRQfTCwURBw6tbXeFAAAgAElEQVR4nOzdB1yVZf/HcVAUc+PKmThRQwEXiOJILU0l R84029muv1qaZeOpfHI0LU1LKxuamisUU3MPFAXMhRMCJ+6BHBT4//D4kCLi4XDOue7xeb948Toe gfO77/u6z/dc97gu9/gjZ90AANCkAqoLAADgtkgpAIB2kVIAAO0ipQAA2kVKAQC0i5QCAGgXKQUA 0C5SCgCgXaQUAEC7SCkAgHaRUgAA7SKlAADaRUoBALTLw/YfLVXc03l1AABM4txFi+0/bGtKlSzu WapEEbvqAWwS+/T78t1n6mjVhdiPRdACAyyCGdgeVBzxAwBoFykFANAuUgoAoF2kFABAu0gpAIB2 kVIAAO0ipQAA2pWHu3oB3M6hhBOTZyyLTzzv5u5W/aOfhwzqWKNaBdVFAUZASgH2ywynn5ZFxhw4 fOx05YpekksZGW6R2w90HrSlSsUyzfxqPTuQuALyhZQC7PHpt2FhK7YmHj1tTaNvxw2RNMoa9eBa 1+rPLTEH5i/NjKtuHZq8+lQX1SUDukRKAXk2d3HE1F+Wd24XMHXskBy7SvLkx28OdLvW2fpy+pIp vyyvVrlcrwcDXV4poHukFJAHGRkZ7382d9ai9f8Z1s+W1JG4+mT04JZN6709fuaO2ITRr/Zyd3d3 QZ2AYZBSgK0Sj556a9zMqB2HnuzXPk8dI/nhuMSkH+esOpRw/IPh/apWKuu8IgGD4Up0wCYTpvzR ZfAYeRD2w8ihz3TN66/Lr8gvygP5I/KnHF8fYFCkFHBncxdHfDdzRc/OQdMnPG93T0h+UX5d/oj8 KfmDjq0QMCqO+AF38PGkBT/MXmXjiajcubu7v/Paw74+1d4eP3N//LE3nnvIIRUCBkZKAbmRTo9E 1ODebR14hZ78KYko+bO1q1fkwj8gd6QUcFsSUaMnzHJILyob6UVJRMkfd7sWWo7944CRkFJAziZM WfTdzL+cEVFW1j/79viZcYknhj7TzRkvARgAV08AOYg9cGT6bysf6R7i1I6O/PEB3UOm/7ZKXs55 rwLoGikFZHcp2fLqu993auM/6uWezn6tt17u2amNn7ycvKizXwvQI1IKyO6da6eL3hva1zUvZ30h 64sCyIaUAm7y8dcLwlfHfPbuY8WKerrmFeWF5OXCV0fLS7vmFQEdIaWAf6VYUucu2dSjUzOfWpVd +brycj06NZeXlgJc+bqA9pFSwL9mLdxQuJDHqJecfjrqVvKi8tJSgOtfGtAyUgq4TvoxU39d8XT/ 9kU8C7v+1eVF5aWlALpTwI1IKeC6D7/8PfXK1b6hwaoKkJeWAqQMVQUAGkRKAZliDxyZF765V+cg JR0pK3lpKWBe+BZunwKykFLAvzdIvfG84uFfpQBunwJuREoBrr5BKnfcPgXciJSC2Y2d5OobpHKX dfuUFKa6FkA9UgqmlpGRsWhZZNf2jV18g1TupJhuHZouWr5VylNdC6AYKQVT27Rt35lzl4YPCVVd SHbDnu125uxFKU91IYBipBRMbdaiDR1CGpX1KqG6kOykJClMylNdCKAYKQXzOnXmwvK12/t2U3aD VO6kMClPilRdCKASKQXzmjBlkVep4kGN66guJGdSWOlSxcZ/s0h1IYBKpBRM6vTZi0tWRt/fppG7 u7vqWnImhT3Qxi98VbSUqroWQBlSCiY1/puF3lXLv/migoFlbSflSZFSqupCAGVIKZhR1M5D88K3 jH7t4YIFNb0LSHlSpJQqBauuBVBD07so4AxpaenvfzqnR6dmAffWUF3LnUmRUqoULGWrrgVQgJSC 6Xz45e9xiUnDntXcPVK3I6VKwYyVDnMipWAuKZbUP5Zv7dahSZnSxVXXYispVQqWspl6CiZESsFc MmfjLezx5ks9VBeSN1KwlM1MvjAhUgomonY23vxgJl+YFikFE7H2RRTOxpsf1rLpTsFsSCmYhX47 UlZ0p2BOpBTMYszE+ampV3XakbKS4mURxnw1X3UhgOuQUjCLdVt2twv21WlHykqKl0VYt3mP6kIA 1yGlYAqHEk4cPnZmyKCOqgvJL1mEw8dOy+KoLgRwEVIKprBkZVTdmpVqVKugupD8kkWQBQlfFa26 EMBFSCmYgrytd24XoLoKx5AFkdBVXQXgIqQUjO9Qwom9B492auuvuhDHkAWRxeGgH0yClILxTZ6x rErFMgY43GclCyKLIwuluhDAFUgpGFyKJXXlhh2tmtdTXYgjtWpWTxaKG6dgBqQUDM46cN/IF7qr LsSRRr7YnWH9YBKkFIxM7+NN3A7jUMA8SCkYma4H7ssdw/rBJEgpGJZRO1JWdKdgEqQUDOu/+h+4 L3cM6wczIKVgWJui9rUJamDIjpSVLFrroAYRUftUFwI4ESkFYzpz9mL84ZODerVWXYhzPdqrdXzi SVlY1YUAzkJKwZjWbtlTqmRRX59qqgtxLllAWUxZWNWFAM5CSsGY1kbsDmlWr0ABg7dwWUBZTFlY 1YUAzmLwfRjmlJ6eLt2LkMD6qgtxBVlMWVhZZNWFAE5BSsGAdsQmnDufLJ0M1YW4giymLKwssupC AKcgpWBAP85d4121vFfp4qoLcQVZzOpVyskiqy4EcApSCkaTYklds2lX84DaqgtxnaCAOrLI3N4L QyKlYDSGHF42dyMYfBbGRUrBUIw9KtLtMFoSDIyUgqEYeHjZ3DH4LIyKlIJxmLMjZUV3CkZFSsE4 xhh9eNncXR98duI81YUAjkRKwSDS0tKXrd3esbWfCTtSVrLg97f2W77ub1kVqmsBHIaUgkGs3LAj +bLl9edCVRei0vDnQi8lW2RVqC4EcBhSCgYxY+6a0I5NS5UoqroQlWTxZSXM4A5fGAgpBSPYe/Bo RPT+gT0NPk+HLWQlyKqQFaK6EMAxSCkYwU+/rwn0r123ZiXVhagnK0FWhawQ1YUAjkFKQffOXUhe uCzS8BMe2k5WhawQWS2qCwEcgJSC7o2fvLBYUc92wb6qC9EKWRWyQsZNXqi6EMABSCnoXtTOuMDG dQoWpDFfJ6siqHHdmF1xqgsBHIAdG/qWYkmNT0zq06WF6kK0pXeXoLiEJMahgAGQUtC36J1x8t3/ Xm/FdWiMdYVYVw6ga6QU9C0ien+j+tVNO97E7cgKkdUiK0d1IUB+kVLQt81R+0014aHtZLXIylFd BZBfpBR0LMWSun13fKA/KZUDWS2ycjg1Bb0jpaBjnJTKBaemYAykFHRsdtgm72rlOSmVI1kt1auW +y1so+pCgHwhpaBXaWnpG7fu9WvgrboQ7Qq4t0bEtn1M5AFdI6WgV9apOoYPMfVUHbkbNoSJPKB7 pBT0iqk67oiJPGAApBR0iak6bMREHtA7Ugq6xFQdNmIiD+gdKQX9YaqOPGEiD+gaKQX9YaqOPGEi D+gaKQX9YaqOPGEiD+ga+zl0hqk67MBEHtAvUgo6w6hIdmC0JOgXKQWdYaoOOzCRB/SLlILOMFWH fZjIAzpFSkFPmKrDbkzkAZ0ipaAnnJSyG6emoFOkFPSEqTrsxkQe0ClSCrrBVB35xEQe0CNSCrrB VB35xEQe0CNSCrrBVB35xEQe0CNSCvrAVB0OwUQe0B1SCvrAVB0OwUQe0B1SCjrAVB0OxEQe0BdS Cjowjqk6HOf6RB6TmMgD+kBKQQfWRuxuE9iAqTocQlZjm6AGa7fsVl0IYBN2e2hd9M64E6fOv/Lk g6oLMY5XnnjwxMnzjEMBXSCloHXzwje3bOpzd/nSqgsxDlmZskplxaouBLgzUgqaZrFcCftrW49O zVUXYjSySmXFyupVXQhwB6QUNG35ur/le4dWDVUXYjTWVWpdvYCWkVLQtHnhm7vc19jTs5DqQoxG VqmsWA76QftIKWjX8aSz6yNjOdznJLJiZfXKSlZdCJAbUgra9fm0xRXKlWQ2KSeRFVuhbElZyaoL AXJDSkG7tu/+p0mjmqqrMLKmfrX+3vOP6iqA3JBS0KgUS2p8YlKfLi1UF2JkvbsExSUkMc08tIyU gkYxebwLMM08tI+UgkZFRO9vVL86k8c7laxeWcmyqlUXAtwWKQWN2hy1v3lAbdVVGJ+sZFnVqqsA bouUghalWFK3744P9CelnE5WsqxqTk1Bs0gpaBEnpVyGU1PQOFIKWjQ7bJN3tfKclHIBWcn3VC33 W9hG1YUAOSOloEWRMQca1rtHdRVm4Ve/+tbtB1VXAeSMlILmXJ9Q6gkmlHIRppuClpFS0BwmlHIx ppuClpFS0BYmlFKC6aagWaQUtIUJpZRguiloFikFbWFCKSWYbgqaRUpBQ05dTWdCKVWs003JJlBd CHATUgoa8vPJZCaUUsU63ZRsAtWFADchpaAh0clXWjbxUV2FeTX1q7XPclV1FcBNSCloRezlq6fT Ml55ktuklOndJehIarolPUN1IcC/SCloxYrzFv+ihbhNSiHrsdbYFLpT0BBSCppgsVxZezH1vpIM 3KdSEc/CdYt4/H2Zu6agIaQUNMF6p05QMVJKMd+iHjuS6UtBQ0gpaMK88M0hxQsXLuCuuhCza3hX ob0pV5luCtpBSkG940ln10fGti/pqboQuPkU8XBjuiloCSkF9T6ftrhCuZI+d3moLgRungXcKxUq wHRT0A5SCupt3/1Pk0Y1VVeB6+oW8WC6KWgHKQXFUiyp8YlJfbq0UF0IrnukXFGmm4J2kFJQzPpu yKhI2lHWowDTTUE7SCkoFhG9v1H96kU8uQZdQ5huCtpBSkGxzVH7mwfUVl0FbsJ0U9AOUgoqpVhS t++OD/QnpbSF6aagHaQUVOKklGZZp5s6nnRWdSEwO1IKKs0O2+RdrTwnpTTIOt3U598tVl0IzI6U gjJpaekbt+71a+CtuhDkLCSw/uqIXbKZVBcCUyOloMzKDTuSL1uGDwlVXQhyJpvmUrJFNpPqQmBq pBSUmTF3TWjHpqVKFFVdCHImm0Y2kGwm1YXA1EgpqLH34NGI6P0De7ZWXQhyIxtINpNsLNWFwLxI Kajx0+9rAv1r161ZSXUhyI1sINlMsrFUFwLzIqWgwLkLyQuXRQ7qRUdKB2QzycaSTaa6EJgUKQUF xk9eWKyoZ7tgX9WF4M5kM8nGGjd5oepCYFKkFBSI2hkX2LhOwYI0Px2QzRTUuG7MrjjVhcCkeJuA qzFVh+707hIUl5DENPNQgpSCqzEqku5YNxYzTkEJUgquxlQduiMbSzaZbDjVhcCMSCm4GlN16JFs MtlwqquAGZFScCmm6tAp2WSy4Tg1BdcjpeBSnJTSKU5NQRVSCi7FVB06JZvsnqrlfgvbqLoQmA4p BZeKjDnQsN49qquAPfzqV9+6/aDqKmA6pBRcJ3pn3IlT51954kHVhcAesuFOnDzPQT+4GCkF15kX vrllU5+7y5dWXQjsIRtONp9sRNWFwFxIKbiIxXIl7K9tPTo1V10I7CebTzaibErVhcBESCm4yPJ1 f8v3Dq0aqi4E9rNuPuumBFyDlIKLzAvf3OW+xp6ehVQXAvvJ5pONyEE/uBIpBVc4nnR2fWQsh/sM QDaibErZoKoLgVmQUnCFz6ctrlCuJDfzGoBsxAplS37+3WLVhcAsSCk4XVpa+qqNu0Ka1VddCBwj JLD+6ohdsllVFwJTIKXgdCs37Ei+bBn+XKjqQuAYw4eEXkq2yGZVXQhMgZSC082Yuya0Y9NSJYqq LgSOIZtSNqhsVtWFwBRIKTjX3oNHI6L3D+zZWnUhcCTZoLJZZeOqLgTGR0rBuX76fU2gf+26NSup LgSOJBtUNqtsXNWFwPhIKTjRuQvJC5dFDupFR8qAZLPKxpVNrLoQGBwpBScaP3lhsaKe7YJ9VRcC x5PNKht33OSFqguBwZFScKKonXGBjesULEgzMyDZrEGN68bsilNdCAyOtw84S4olNT4xqU+XFqoL gbP07hIUl5DENPNwKlIKzsLk8YbHNPNwAVIKzhIRvb9R/epMHm9gsnFlE8uGVl0IjIyUgrNsjtrf PKC26irgXLKJZUOrrgJGRkrBKVIsqdt3xwf6k1IGJ5tYNjSnpuA8pBScgpNSJsGpKTgbKQWnmB22 ybtaeU5KGZ5s4upVy/0WtlF1ITAsUgqOl5aWvnHrXr8G3qoLgSsE3FsjYts+JvKAk5BScLzrU3UM YaoOUxjGRB5wJlIKjsdUHabCRB5wKlIKDsZUHSbERB5wHlIKDsZUHSbERB5wHlIKjsRUHabFRB5w ElIKjsRUHabFRB5wElIKjrQl5kBwUx+m6jAh2ejBTXwitx9QXQiMhncTOMyZsxfjD58cxHUTZjWo V+v4xJPSDFQXAkMhpeAwa7fsKVWyqK9PNdWFQA3Z9NIApBmoLgSGQkrBYdZG7A5pVq9AARqVScmm lwYgzUB1ITAU3lDgGOnp6fIhOiSwvupCoJI0AGkG0hhUFwLjIKXgGDtiE86dT5aP0qoLgUrSAKQZ SGNQXQiMg5SCY8yYu8a7anmv0sVVFwKVpAFUr1KO0ZLgQKQUHCAtLX19ZGyTRjVVFwL1mvnV2rA1 liHS4SikFByAQdCRhSHS4VikFByAQdCRhSHS4VikFPKLQdCRDUOkw4FIKeQXg6AjG4ZIhwORUsgX BkFHjhgiHY5CSiFfxjEIOnJyfYj0SQyRjvwipWC/tLT0v9bvaNfCl0HQkY00CQmqlRt3cEk68ok3 F9jv+gXoz3EBOnIwnEvS4QikFOzHBejIBZekwyFIKdiJC9BxR1ySjvwjpWAnLkDHHXFJOvKPlII9 uAAdNuKSdOQTKQV7jOcCdNjm+iXpk7kkHXYipWCPLTEHgpv6cAE67kgaSXATn8jtB1QXAr3iXQZ5 dubsxfjDJwdx3QRsM6hX6/jEk9JsVBcCXSKlkGdrt+wpVbKor0811YVAH6SpSIORZqO6EOgSKYU8 WxuxO6RZvQIFaDywiTQVaTDSbFQXAl3ijQZ5k56eLh+KQwLrqy4EeiINRpqNNB7VhUB/SCnkzY7Y hHPnk+WjsepCoCfSYKTZSONRXQj0h5RC3vw4d4131fJepYurLgR6Ig2mepVyPzJaEvKOlEIepFhS 12za1TygtupCoD9BAXWk8UgTUl0IdIaUQh7MWrihcGGPkS90V10I9GfEi92l8UgTUl0IdIaUgq3k U/DUX1c83b99Ec/CqmuB/kizkcYjTYjuFPKElIKtrJ+C+4YGqy4EemVtPHSnkCekFGxCRwr5R3cK diClYJMxE+enpl6lI4V8kiYkDWnMV/NVFwLdIKVgk3VbdrcL9qUjhXySJiQNad1mRkuCrUgp3Nmh hBOHj50ZMqij6kJgBNKQDh87LY1KdSHQB1IKd7ZkZVTdmpVqVKuguhAYgTQkaU7hq6JVFwJ9IKVw Z/KG0rldgOoqYBzSnOSjj+oqoA+kFO7gUMKJvQePdmrrr7oQGIc0J2lUHPSDLUgp3MHkGcuqVCzD 4T44kDQnaVTStFQXAh0gpZCbFEvqyg07WjVnBHQ4WKtm9aRpceMU7oiUQm4YuA9OMpJh/WAbUgq3 xXgTcB7GoYCNSCncFgP3wakY1g+2IKWQMzpScDa6U7AFKYWcMXAfXMA6rN9HE+epLgTaRUohB/LZ dsnKqE7t/OlIwamkgXVuFxC+MpruFG6HlEIOrJf2vfliD9WFwPi42A+5I6WQHWek4EqcnULuSClk x6V9cDEu9kMuSCnchI4UXI/uFHJBSuEmXNoHJZjDF7dDSuEmzMkLJZjDF7dDSuFfzMkLhZjDFzki pfAv5uSFQszhixyRUvgXc/JCLebwxa1IKVzHnLxQjjl8cStSCtdNnvEnc/JCrf/N4fun6kKgIaQU Mp0+e/HPNdvbtrhXdSEwu7YtGkhTlAapuhBoBSmFTOO/WehdtTwD90G5N1/sKU1RGqTqQqAVpBTc onYemhe+ZfRrDxcsSHuAYtIIpSlKg5RmqboWaALvSmaXlpb+/qdzenRqFnBvDdW1AJmkKUqDlGYp jVN1LVCPlDK7jyb+HpeYNOzZUNWFAP+SBinNUhqn6kKgHillahkZGUtXx3Rq61+mdHHVtQD/kgbZ uZ3/n6u3SxNVXQsUI6VMbdO2fWfPXRr2bDfVhQDZDX2m25lzF6WJqi4EipFSpjZr0YYOIY3KepVQ XQiQnTRLaZzSRFUXAsVIKfM6debC8rXb+3Zjkg5olDROaaLSUFUXApVIKfOaMGWRV6niQY3rqC4E yJk0ztKlio3/ZpHqQqASKWVSp89eXLIy+v42jdzd3VXXAuRMGucDbfzCV0UzFIWZkVIm9b/BJnqq LgTIDUNRgJQyIwabgF4wFAV4kzIdBpuAvjAUhcmRUqbzny/mMtgE9MU6FMUHX8xVXQgUIKXMJfbA kTlhG/uFBjPYBHREmqs02tlhm6QBq64FrkZKmcilZMur737fqY3/G893V10LkDfSaDu18ZMGLM1Y dS1wKVLKRN6ZMEu+vze0r+pCAHtYm661GcM8SCmzGDtpQfjqmM/efaxYUU/VtQD2kKYrDTh8dbQ0 ZtW1wHVIKVPIyMhYtCyya/vGPrUqq64FsJ804G4dmi5avpWx0s2DlDKFTdv2nTl3afgQruuD7g17 ttuZs4yVbiKklCkw9jkMg7HSzYaUMj7GPofBMFa6qZBSxjf+m0VepRn7HMYhjdmrVLFxkxnczxRI KYOLPXBk0fLIbh2aMPY5DEMac7eOTf9YsY2bfM2AlDKyrNt4X3/uIdW1AI4kTZqbfE2ClDIybuOF gXGTr0mQUoY15qt53MYLA8u6yffjr7nJ18hIKWOKPXDk53lrB/YI4TZeGJg07x6dms9dsinFkqq6 FjgLKWVAWaejRrzAqLIwuFEv9SxcyGPWQm6fMixSyoA4HQXzKOJZ+On+7af+uoLulFGRUkbz36/m czoKptI3NDj1ytX3P5ujuhA4BSllKIlHT/26YF2/0JacjoJ5SHeqf2jL+Uu3zF0coboWOJ6H6gLg MBkZGW+NmxngW2PUSz1U1wK41GtPd72nSvnR1451+6ouBo5FShnHhxN/j9pxKOyHkQwzARPq9WCg fH97/MweJT0fLV9UdTlwGI74GUTsgSMzF6zv/1CrqpXKqq4FUEOCakD3kAVnU+IsV1XXAochpYyA S88Bq7de7hlcovDYoxcZOckwSCkj4NJzIMvzFYq5MXKSgZBSusel58CN7irg/nql4uGro2XXUF0L HICU0jcuPQdu5e3p0e+hlrJryA6iuhbkFymlY1x6DtzOqBd7yq4hO4jsJqprQb6QUjr2/mdzo3Yc +mB4Py49B7KRnUJ2DdlBZDdRXQvyhZTSq7mLI2YtWv/ow2259BzIkewasoPIbsKYFLrGXb26JHvd 6Amz/jOsn/VORgA5GvpMV++q18ekYGfRKVJKfz6etOCH2auIKMAWWWNS7I8/9sZzD6kuB3lGSumM 9KIkogb3bktEATaSnUUiSnac2tUrsuPoDimlJxzoA+wjvSiJKA796REppRsTpvzx3cwVRBRgn6xD f3GJSUOf6aq6HNiKa/z0IfHoqR/nrOrbrSURBdhNdh/ZiWRX4m5fHSGldCDr7t3Rr/ZSXQugb7IT cbevvpBSWif70qixM7l7F3CIrLt9ZbciqHSBlNK0xKOnHh/6ddiKrU/0u4+7dwGHkF1JdijZrWTn 4tCf9pFS2vX5tMVdBo+RB2E/jHzliQdVlwMYh+xQslvJA9nFZEdTXQ5yQ0pplHzEmzbzry7tm0yf 8Dy9KMDhZLeSnUt2MdnR6FFpGSmlRVmXS3z4OueiAGeRnUt2MS6m0DhSSnO4XAJwGS6m0D5SSlu4 XAJwMS6m0DhSSivkc9yHX/zO5RKA6914McWHX/5Op0pTSClNsHahfvtjQ59uwVwuAbie9WKKPl2D f1u0gU6VppBS6k2Y8kdWF2rUSz05FwUoIbveqJd7ZnWqZMdUXREykVKKzV0c8d3MFT07B9GFArTA 2qmSXVJ2TCb51QLGRFfmUMKJid+HL1kZxTDngKZIp+qd1x729an29viZG7bGvvhYpxrVKqguyrxI KQU+/TYsbMXWxKOnq1Qs88yADkQUoEGyY/5z5KTsqp0HfSS7arcOTV59qovqosyIlHK1uYsjpv6y vHO7gKljh/ABDdCy157qIl+HEk58OX3JlF+WV6tcjs+UrkdKuQ6H+AA9kk+Tn4we3LJpPQ4AKkFK OV1GRsaYr+b/tf5vDvEB+pXtAGDHVg3feKE7V+S6ACnlXIlHT701LnO4owfa+HOID9C1rAOAX/+4 9NeF6/ccPPLB8H5cmutsXInuLCmW1LfHz8y6EWrsqIFEFGAAsiOPGzUo67aqt8fPkp1ddVFGRl/K 8eSj1uQZy1Zu2OHm7tY3tOVIDgsAhmO9rWrMxPnz/9y8dFV0u2DfIYM68knUGUgph5HPU2Mmzlu3 JfbwsdNVKno92C5gxIvdi3gWVl0XAKeQT59vvtTj/57pYt3xOw/aUqVimZBm9djxHYuUcoB/O09u bvKR6ttxnH8CzEIC6b2hfd2uvQ9MmvHn4pVR8kXXyoFIKftlhtNPyyJjDtB5AiCZNPbNgVnHVKxd q2Z+tZ4dSFzlCymVZzcf2ctshXSeAFjd2LWaPOPPLTEH5i/lSGC+kFJ3Zj2gl3T6fMXypY6dOLsj NsGNI3sAciVvDh+/OdDt5iOBvj7VKlYofTzpbNVK5UYSWrYhpXKQFUtubhnxiSelz1S5opd31WuB 5O7WuV0AzQuAjbKOBH40cV7i0dNumXf6uy1ZGbXkhtAqV6YU57Fuh5TKdLtYcndza9qIA3oA8ks+ 175/7Uig1U2h5eYWuf1A50Fb/ve2k0Fo3ciMKZXVPjKP4CWdJZYAuFi20HL734HBk6cvZAsteZsy +RFCY6ZUtjNJWc9L5zrrxJL0td0yD+ARSwDUsx4YzPpnVmi53XKEMNt7muEPGGo0pW7q7twSMzc+ yPa8xE72M0nZcGIJgEW/z5UAAAr1SURBVOZlC60bjxBmk63vlZlpt3+HzDHkNN5Rc48/cvbOP+Xm VrK456gRQ3P8r5MX3E+czxwPMOVK5j+LFLr+wOp2/8z9+QuXM4cUKnFXRl5/XX6tsEdGjfLpRT1t WSxoyPn10fK9ZEt/1YXYj0XQAgMsgh2SLW6HkgqkXnXPuPbPPL1z3vp+m/+3cVGhZHq5Ehk5VvvR fyecu2ixcdE02peqUCq9bsX0goyFCwA2kM/l91ZNt+9309Ld9h4rkJKq0eFG89CXKl2iiLOrgZnF Pv2+fPeZOlp1IfZjEbTAAItgeOcupNjel6K3AgDQLlIKAKBdpBQAQLtIKQCAdpFSAADtIqUAANpF SgEAtMvWu3rP23xtux79d8wHGekZI0e9rboQ+xlgEaaXT81chAspqguxH4ugBQZYBAPszrnLU6Dk YewJAweVJTUtIz1d1wvIImgBi6AFLILBcMQPAKBdpBQAQLtIKQCAdpFSAADtsnVMdAAAXI++FABA u0gpAIB2kVIAAO0ipQAA2kVKXZeWlnb8+LGMjAzVheTLmdOnz53jchhl0tPTZROorsLsLBaL7Muy LVQXYr/Tp06lXL6sugqtIKUyzfp1hl+DGqEP3tc8oN4bw16+cuWK6oryLGpbZOvggDatGgf41urQ NmjP7p2qK8qzq1evLpg3p2fo/S89/6TqWuzx7ZSvmjSqc3/74HYhTXf8HaO6HHv8vT36hSGPt2nZ +NSpk6prsYd8RHvysf6NGni3b928Yb3qv/z0veqK8mz/vr1tWzW5/74WzRvXHzSgpx53ZIcjpdwk kzZtXD973uKIrbsWhK1Yt2bVbzN/Ul1Uni0N/+P1EaNjdh7atn3/vb4NR40cqrqiPFu7ZuWWzRsr Vqx85Mhh1bXk2c8zpi9ZvGjNxqgtUXs+/eKbpx4fkJAQr7qovLl48cLUbybWqlUn7tDBtLQ01eXY Y9OGdT716sfsOBi98+D7H40bPWp4YuI/qovKG9kLnn72xciYvZu37ZZ94b3RI1VXpF4eRps1qkKF Cn36xWTr44yMjAsXztesVVttSXYY8ea71gelvbw8PAoVcNff549293WUrx+//3bB/Dmqa8mb1NTU MR+8M2nKDyVKlJR/+gc0adO2/SfjxmS1K10oXrzEF199K72ozz8dq7oWOz3Quat8WR97eZVJT0/3 KKizt7jHn3zW+qBQ4cInk07Uql1HbT1aoLNN6DyzZ/0ctS1yy+ZNb7z5TovgENXl2O+Xn75ftGCu dApVF2Iix44ekQ83jfwDsp7x82+sx8NNhrF/397hr73w6tARFStVVl1Lnm2N3Lxiefj6tavr+tQf Mepd1eWop79P3E5yYP++Nav++uefuEuXLur0cIeY+PmED95767vvZ9Zv4Ku6FhM5fvyYu7t7yZKl sp4pVbq0PKmwJDPbtnXLwz069ejV96VXhqmuxR6nTiZFbNoQE71N3ouSk5NVl6OeGVNq2tRJIS38 rV/ShbI+KZ9Z1kXEzF+07Juvv/h64qdqK7yjHBdhyuQvp383ed6iP0PatFNbni1yXASdKlmyZEZG hvSosp45cjix5LWjf3CxvbG7B/br8drQkW+984F8dFBdjj3u79Rl7vzwyJi9GekZjw7opboc9cx4 xO+Bzl19G/pZH1f3rnHjf0kXZMDAx8IXL9L4p7BbF2Ht6pVTJ0/8dc6iunXrKS3NVrlsBd25++5K 8j02dnelylWsz8Tu2X13xUpKizKjc+fOPv3EI/KJ89HHnlJdS36VK1f+lf97/YH2Lf+Jj7unurfq clQyY0pVqVpNvm73vzVr1Zn/+2xX1mOHWxfhP++NeuHloXqJKLc7bQV9Ke3lVaeOj3yKb9uug/UZ edyu/f1qqzKhH6ZPrVChogEiysrbu2aBAgW4A9KMR/yyOXXqZEgL/7hDB92u3ZW5YN7stvd1UF1U 3sgixO7Z1TywhTzI+tLv2TU9Gjj4yR+nf3vhwnl5vG7Nql07/+4/4FHVRZnO+rWrW7Vue+NecFlv 53VeGPL49O++sT6eP2+29Mjr+tRXW5JyZuxLZVO2bLku3br36dVFPrkcOZwoH/CHDh+luqi8OZyY IN87d7zp0sSVayP1eEm9Tsnnd/mgENysYa3adfbG7pk05Qc9Xl2md7IjfDLuI/nKembYG29p/Oh9 Nv0HDB75+quzZ/3s4eFx7NjRL76a6unpqbooxZhf6rrU1NSY6G3lypX3rlFTpyddodzx48f+iY9r 2NCvyF13qa4FOiafeCwWS9269WhIbqQUAEDLOC8FANAuUgoAoF2kFABAu0gpmF1CQnz3rh1u/Fq7 euWtP7Zp47ohTz0a4Fvrxeee2Lt3j/XJLZs3devcrn7tKl07tZUfsD4Zu2dX315dG9Sp2qlDqxXL l1qf/DM87I1hL/+xcF6zgHofvPeWPBMfd2hAn4d8fe7p3ePBXTv/zuVVADMjpWB2Xl5lnn3+ZetX UHCrmOhtXmXKZPuZq1evvvTck82DgmfN/cOjoMdnE/7rdm2Q2QF9QmvVqjNzzqKuoT0eG9gn5fLl M6dPP9y9c/0G984PW97/kcHPPPHI1sjN8sMnTyb9tXzpZ598/NrQER0f6Hzp0sVeDz1wT3Vv+YPN A1s8MbifPJPjqwAmxzV+wHXnz597sGPr3v0eeeW117P91+5dO6TPFBm9t7SXV9aTn4z7aPWqFVnD z29Yv8bPv/F3UydN+3ZS1N8HrPczPDqgl0ehQtN+mPnLT9+/NXLo6g3bqlWr7nZtysTvv5si/yxY sKD8s0PboI/Hf1G0aNFbXwUwOe7qBa4bMeyVSpWrWG8CnTZ10vRp14cAePnV4b169/dt6NemVePu PXp3e6hX02aB8vz+/XsbN22e9evBLVvL93179wQHt8665a5lSJuffpxmfVylajVrRIkd22M8Cnn8 3ytDrP+8ePGC/GKffgNvfRXA5EgpINPPM6avW7dq6fL1BQpkHgbPNhiuPDl73pI5v/2yYN6c76c9 MGDgY2PGfpZy+XKRIkWy/Z3k5OTK/xtz1u3amKFZg/SUKVM263npt9Wu49Puvutj/cmDexs2yvFV nLfIgC6QUoDbnt0733tn5BcTp2YNan7rYLiFChXq/8hg+ZIUGfn6qx99/Kn8QHzcoWx/qto91det WZX1z40b1skz1sc3jmlyT3XvHTu2d+/ZO9uv3/oqjIQCk+PqCZid9HVeePbxh3v37/Rgt9v9jHRu OncMuXr1qjxOSjoRFNxKwqNraI9lSxevWrlcnow7dDC4WcNTp0726Nln/77YuXNmpqenb9q47q/l S3s+3O/WP9ird/9tkZsXzp8rf1MK6NShVcSm9Tm+itOWG9AHUgpmt3Xr5v379/768w81q5W1fn3+ 6dhsP9O+4wPly1doVN+7RTPfP8PDXn418/KKwKCWL7/2+pOD+wU1vff+9sEDH32ibNlyfv6NpQP0 1oihTf3q9u8dGtrj4QEDH7v1RRs28n//w3HDh74Y1KRBQMPa/gFNmjQNzPFVAJPjGj/AVufOnrWk WipUuPvGJy0Wy+HEhMpVqt54jurKlSsJ/8RXqlT5rqJFc/mD0m2SH6tw993FihXP/VUA0yKl8P/t 2DENAAAAgKD+ra3hASXcBPhy/AD4UikAvlQKgC+VAuBLpQD4UikAvlQKgC+VAuBLpQD4UikAvlQK gC+VAuBLpQD4UikAvlQKgC+VAuBLpQD4UikAvlQKgK8ATecjCfCNaq8AAAAASUVORK5CYII= ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: image/gif Content-Transfer-Encoding: base64 Content-Location: http://www.ats.ucla.edu/stat/email.gif R0lGODlhggAUAMQAAEBAQEtLS1dXV2NjY29vb3t7e4eHh5OTk5+fn6urq7e3t8PDw8/Pz9vb2+fn 5/Pz8////wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAAA AAAALAAAAACCABQAAAj+ACEIHEiwoMGDCBMqXMiwocOHECNKnEixosWLGDNq3Mixo8ePICE+eBDy 44MDBBBcfJAgJcUGDBGoLMmxgQAEBWZSdJAy58MGOA/cHMjAQAAAAAQQOCBzZAIEBg6Q9KhApgEF FYdiJIAVooEEJA0AYCBQgQGyEA4AIPiAAMwHARI+WNBwwVSBRR0MNEBgooKxGBkA0PuwqMAEYvUC JTig794DAx0fFFCAoVGCCypDUEBgAIQBOh+KzSg0IlQIDXKuhWDg7gMAoQFALksUQVcHALoOdPB0 NgQBBnYLIHlAQUsICByzhImaucAFCOj+lgyBNwLfBasSxouAskAHCKb+MthesAFdAg8MeIZAYLtg tAIFBCAPYcGABQEaGBAAgIBkqAgAEFwCAwDQGExRIYfVU8j1BRRsAskm0AMFoBQXbgkMBKCABqXH gHcQpHeAWhkuIBZZgkmH0AHnaWaAZsitNtBfA9zFnkrM7UcQAhni1tVf2wXAAFwCsQhBASXihiIA Oeq2GZMC8VhdbgYVQNcAsxGw5HgN/BVlXAmlJlAAMz2wXWMGiUXdfncBN5BNZQEwlY4CNbAWZwIN 0IADw8VZJJgfFnQZagLEaSMEDMTVEkkKaBbgXo4NAONBWMpEZUGvhbYXACoKNpOduiEpEJ0QBBAc Xmsh4FkCcroFaZ7+pxpw6kAgispaoYIOcBWt0vlHq0qvOVnQAWjZCd9ACwBmEG6hEQAmqySNBBhc mtlJF0m4NSCYAbi1RtBQf0lHJkEYhjhtAJOOORtJyUYr4ZRkiXUoUb4lSx9rq81VEKdHVoYAmOpB 8FSKacGmwAN/PcCAZgSku9lunBIop13vhpdsl2rRpZZtLBEmoX4PBDhSAZxKBaRQngkbInqbjvRm gH2BJ6PA6+334UwEAFAAWbhRRiNMMGf4naR6IYyAe0kxECACMMl3HdD9LdBzAT97Gl8A/pHEqlKs ugozTzcd2hZ52jIAX9lV2aVriDjdNTCyB8NdHVh1JnAvdLbdixYsb1OBp2IDdNeHFd9sTwXUsQlg 1eVUDzDHgMqqOidSVXbTZDlIgV+u+eYMBQQAOw== ------=_NextPart_000_01EA_01C5523E.7FC23090 Content-Type: text/css; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable Content-Location: http://www.ats.ucla.edu/stat/ats_style.css H1 { COLOR: #ff0000; FONT-FAMILY: "Times New Roman", serif; TEXT-ALIGN: left } H2 { COLOR: rgb(255,0,0); FONT-FAMILY: "Times New Roman", serif; TEXT-ALIGN: = left } H3 { COLOR: rgb(255,0,0); FONT-FAMILY: "Times New Roman", serif; TEXT-ALIGN: = left } H4 { COLOR: rgb(255,0,0); FONT-FAMILY: "Times New Roman", serif; TEXT-ALIGN: = left } PRE { FONT-FAMILY: "Courier New", Courier, monospace } .text { FONT-FAMILY: "Times New Roman", serif } .graybar { FONT-WEIGHT: bold; FONT-FAMILY: "Times New Roman", serif } .headline { FONT-SIZE: 12pt; COLOR: rgb(0,51,51) } BODY { FONT-FAMILY: "Times New Roman", serif; BACKGROUND-COLOR: #ffffff } .crumbs { PADDING-RIGHT: 1px; PADDING-LEFT: 4px; FONT-SIZE: 11px; PADDING-BOTTOM: = 3px; COLOR: #000000; PADDING-TOP: 1px; FONT-FAMILY: = Verdana,Arial,Helvetica,Sans-Serif; LETTER-SPACING: 0px } DIV.crumbs A { COLOR: #000000; TEXT-DECORATION: underline } DIV.crumbs A:hover { COLOR: #ff0000; TEXT-DECORATION: underline } ------=_NextPart_000_01EA_01C5523E.7FC23090--