<html><head></head><body><div style="color:#000; background-color:#fff; font-family:times new roman, new york, times, serif;font-size:16px">Valeu Cesar e Elias<br><div id="yui_3_16_0_ym19_1_1510346106424_164342"><span></span></div><div id="yui_3_16_0_ym19_1_1510346106424_164304"> </div><div class="signature" id="yui_3_16_0_ym19_1_1510346106424_164306">Prof. Edson Lira, Me <br>Estatístico<br>Manaus-Amazonas</div> <div class="qtdSeparateBR"><br><br></div><div class="yahoo_quoted" style="display: block;"> <div style="font-family: times new roman, new york, times, serif; font-size: 16px;"> <div style="font-family: HelveticaNeue, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif; font-size: 16px;"> <div dir="ltr"><font face="Arial" size="2"> Em Terça-feira, 14 de Novembro de 2017 18:27, Cesar Rabak <cesar.rabak@gmail.com> escreveu:<br></font></div> <br><br> <div class="y_msg_container"><div id="yiv2080879396"><div><div dir="ltr">Edson,<div><br clear="none"></div><div>Considerando a última msg, sobre o problema em geral:</div><div><br clear="none"></div><div>Não existe uma <b>única</b> fórmula para resolver esse problema. No jargão atual a tentativa de resolvê-lo, além do óbvio de deletar os casos com as variáveis faltantes ou considerar uma a uma, há, a assim denominada, <u>imputação</u>.</div><div><br clear="none"></div><div>A respeito disso há desde tutoriais simples até obras (com custo até salgado) inteiras dedicadas a esse assunto.</div><div><br clear="none"></div><div>Como sempre, existem pacotes do R para isso, que consideram o usuário já sapiente sobre as técnicas que automatiza.</div><div><br clear="none"></div><div>HTH</div><div>--</div><div>Cesar Rabak</div><div><br clear="none"></div></div><div class="yiv2080879396gmail_extra"><br clear="none"><div class="yiv2080879396gmail_quote">2017-11-14 12:30 GMT-02:00 Edson Lira via R-br <span dir="ltr"><<a rel="nofollow" shape="rect" ymailto="mailto:r-br@listas.c3sl.ufpr.br" target="_blank" href="mailto:r-br@listas.c3sl.ufpr.br">r-br@listas.c3sl.ufpr.br</a>></span>:<br clear="none"><blockquote class="yiv2080879396gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex;"><div class="yiv2080879396yqt2986652407" id="yiv2080879396yqt34524"><div><div style="color:#000;background-color:#fff;font-family:times new roman, new york, times, serif;font-size:16px;"><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_103046"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996">Caros amigos, tenho uma série de dados de pea e pnea que têm uma ausência de dados no ano de 2010. Como faço para corrigir essa ausência?</span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106353"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996"><br clear="none"></span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106370"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996">TrêsDuas dúvidas:</span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106377"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996"><br clear="none"></span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106372"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996">1. Como organizar a planilha visto que devo corrigir a ausência por estado para corrigir a ausência de pea e pnea para o ano de 2010 por estado?</span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106374"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996">2. Qual a técnica que me aconselham a usar?</span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106376"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996">3. E como fazê-lo com uma única rotina?<br clear="none"></span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_103044"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996">Abaixo o link da planilha</span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106672"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996"><br clear="none"></span></div><div dir="ltr" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106606"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996"><a rel="nofollow" shape="rect" class="yiv2080879396m_7311026590556183749enhancr2_9d6a8f8b-6f7d-d0a3-89dc-5ef039d77150" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106655" target="_blank" href="http://www.datafilehost.com/d/9d9001cc">Download pea pnea 02 14.csv</a><br clear="none"></span></div><div id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106673"><br clear="none"></div><div class="yiv2080879396m_7311026590556183749yahoo-link-enhancr-card yiv2080879396m_7311026590556183749yahoo-link-enhancr-not-allow-cover yiv2080879396m_7311026590556183749ymail-preserve-class yiv2080879396m_7311026590556183749ymail-preserve-style" dir="ltr" id="yiv2080879396m_7311026590556183749enhancr2_9d6a8f8b-6f7d-d0a3-89dc-5ef039d77150" style="max-width:400px;font-family:'Helvetica Neue', Helvetica, Arial, sans-serif;"> <a rel="nofollow" shape="rect" class="yiv2080879396m_7311026590556183749yahoo-enhancr-cardlink" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106682" target="_blank" href="http://www.datafilehost.com/d/9d9001cc" style="text-decoration:none!important;color:#000!important;"> <table class="yiv2080879396m_7311026590556183749card-wrapper yahoo-compose-table-card" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106681" style="max-width:400px;" cellspacing="0" cellpadding="0" border="0"><tbody id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106680"><tr id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106679"><td colspan="1" rowspan="1" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106678" width="400"> <table class="yiv2080879396m_7311026590556183749card-info yahoo-compose-table-card" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106677" style="background:#fff;max-width:400px;border:1px solid #e0e4e9;border-bottom:3px solid #000000;" width="100%" cellspacing="0" cellpadding="0" border="0"><tbody id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106676"><tr id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106675"><td colspan="1" rowspan="1" style="vertical-align:top;padding:16px 0 16px 12px;"> </td><td colspan="1" rowspan="1" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106674" style="vertical-align:middle;padding:16px 12px;width:99%;"> <h2 class="yiv2080879396m_7311026590556183749card-title" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106726" style="margin:0 0 4px 0;font-size:16px;font-family:'Helvetica Neue', Helvetica, Arial, sans-serif;">Download pea pnea 02 14.csv</h2> <div class="yiv2080879396m_7311026590556183749card-description" style="font-size:11px;line-height:15px;color:#999;"></div> </td><td colspan="1" rowspan="1" class="yiv2080879396m_7311026590556183749card-share-container"></td></tr></tbody></table> </td></tr></tbody></table> </a></div><div id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_106693"><br clear="none"></div><div id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_103043"><span id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_102996"></span></div><div id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_99240"> [ ]'s<br clear="none"></div><div class="yiv2080879396m_7311026590556183749signature" id="yiv2080879396m_7311026590556183749yui_3_16_0_ym19_1_1510346106424_99236">Prof. Edson Lira, Me <br clear="none">Estatístico<br clear="none">Manaus-Amazonas</div></div></div></div><br clear="none">______________________________ _________________<br clear="none">
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