<html><head></head><body><div style="color:#000; background-color:#fff; font-family:Courier New, courier, monaco, monospace, sans-serif;font-size:13px"><div id="yui_3_16_0_ym19_1_1495673853085_21435"><span></span></div><div></div><div id="yui_3_16_0_ym19_1_1495673853085_21434"> </div><div class="signature" id="yui_3_16_0_ym19_1_1495673853085_21425"><span style="font-style:italic;" id="yui_3_16_0_ym19_1_1495673853085_21424">José Moniz Fernandes</span><div></div></div><div class="qtdSeparateBR" id="yui_3_16_0_ym19_1_1495673853085_21451"><br><br></div> <div class="yahoo_quoted" id="yui_3_16_0_ym19_1_1495673853085_21454" style="display: block;"> <div style="font-family: Courier New, courier, monaco, monospace, sans-serif; font-size: 13px;" id="yui_3_16_0_ym19_1_1495673853085_21453"> <div style="font-family: HelveticaNeue, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif; font-size: 16px;" id="yui_3_16_0_ym19_1_1495673853085_21452"> <div dir="ltr"><font size="2" face="Arial"> Em Quinta-feira, 25 de Maio de 2017 7:59, "Jose Fernandes josefer75@yahoo.com.br [STAT-MATH]" <STAT-MATH@yahoogrupos.com.br> escreveu:<br></font></div> <br><br> <div class="y_msg_container" id="yui_3_16_0_ym19_1_1495673853085_21457"><div id="yiv2033118081"><div id="yui_3_16_0_ym19_1_1495673853085_21456">
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<div></div><div style="color:#000;background-color:#fff;font-family:Courier New, courier, monaco, monospace, sans-serif;font-size:13px;" id="yui_3_16_0_ym19_1_1495673853085_21455"><div id="yiv2033118081"><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_11582"><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_11581" style="color:#000;background-color:#fff;font-family:Courier New, courier, monaco, monospace, sans-serif;font-size:13px;"><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7947"><span id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8127">Bom dia a todos,</span></div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7947"><span><br clear="none"></span></div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7947"><span id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8128">A questão de n pequeno quando é uma amostra pode ser aumentada quando é possível, ou seja recolher novos dados. No meu caso é exatamente N=16 (população). Não tenho como aumentar. Gostaria de ter uma solução para isso.</span></div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7947"><span id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8324">Posso descrever melhor os resultados encontrados:</span></div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7947"><span id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8430">1- Ao fazer um modelo de regressão linear múltipla encontrei R^2=1 muito estranho (bom isso dá ideia de multicolinearidade e as variáveis explicativas todos altamente significativas, nesse sentido a minha dúvida está em como resolver esse problema uma vez que as variáveis são categóricas?);</span></div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7947"><span id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8787">2- Os resultados dos resíduos deu esse resultado:</span></div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8691">Warning messages:</div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8692">1: not plotting observations with leverage one:</div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8693"> 1, 3, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16 </div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8694">2: not plotting observations with leverage one:</div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7947"></div><div dir="ltr" id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8695"> 1, 3, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16 </div><div dir="ltr" id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8695">3- Alguém conseguiria dar uma ajuda preciosa?</div><div dir="ltr" id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8695"><br clear="none"></div><div dir="ltr" id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8695">Abraços,</div><div></div><div id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_7948"> </div><div class="yiv2033118081signature" id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8129"><span id="yiv2033118081yui_3_16_0_ym19_1_1495673853085_8739" style="font-style:italic;">José Moniz Fernandes</span><div></div></div> <div class="yiv2033118081qtdSeparateBR"><br clear="none"><br clear="none"></div></div></div></div><div id="yui_3_16_0_ym19_1_1495673853085_23021"> <div style="font-family:Courier New, courier, monaco, monospace, sans-serif;font-size:13px;" id="yui_3_16_0_ym19_1_1495673853085_23020"> <div style="font-family:HelveticaNeue, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif;font-size:16px;" id="yui_3_16_0_ym19_1_1495673853085_23019"> <div dir="ltr"><font size="2" face="Arial"> Em Quinta-feira, 25 de Maio de 2017 0:12, "sznelwar@uol.com.br [STAT-MATH]" <STAT-MATH@yahoogrupos.com.br> escreveu:<br clear="none"></font></div> <br clear="none"><br clear="none"> <div class="yiv2033118081y_msg_container" id="yui_3_16_0_ym19_1_1495673853085_23018"><div id="yiv2033118081"><div id="yui_3_16_0_ym19_1_1495673853085_23017">
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<div></div><div><span style="font-size:medium;color:#0000ff;">Queria aproveitar esta dúvida, ouvi falar outro dia para n pequeno em regressão fazer o bootstrap nos resíduos como solução. Alguém conhece este assunto e tem eventualmente soluções resolvidas de preferência no R?</span></div>
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<div><span style="font-family:'courier new', courier, monaco, monospace, sans-serif;"><span style="font-size:13.91px;background-color:#ffffff;">Leverage 1 pode ser várias coisas, nenhuma é boa.</span></span>
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<div><span style="font-family:'courier new', courier, monaco, monospace, sans-serif;"><span style="font-size:13.91px;background-color:#ffffff;">Busquei pelo tema no google e confirmei a suspeita: problemas na formulação do modelo, repare isto;</span></span></div>
<div><span style="font-family:'courier new', courier, monaco, monospace, sans-serif;"><span style="background-color:#ffffff;"><span style="font-size:13.91px;"><a rel="nofollow" shape="rect" target="_blank" href="https://stats.stackexchange.com/a/209042/86418">https://stats.stackexchange.com/a/209042/86418</a></span><br clear="none"></span></span></div>
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<div class="yiv2033118081gmail_quote" id="yui_3_16_0_ym19_1_1495673853085_23015">Em 24 de mai de 2017 6:29 AM, "Jose Fernandes <a rel="nofollow" shape="rect" href="">josefer75@yahoo.com.br</a> [STAT-MATH]" <<a rel="nofollow" shape="rect" href="">STAT-MATH@yahoogrupos.com.br</a>> escreveu:<br clear="none">
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<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242463"><span id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242480">Bom dia caros,</span></div>
<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242463"><span> </span></div>
<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242463"><span id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242504">Estou a desenvolver um modelo de regressão linear e encontro todas as categorias das variáveis bastantes significativas e r^quadrado quase um, mas o problema é que ao fazer o gráfico dos resíduos encontro o seguinte problema:</span> gráficos com poucos valores, ou seja não a maioria dos valores e dá:</div>
<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_244137">Warning messages:</div>
<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_244138">1: not plotting observations with leverage one:</div>
<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_244139"> 1, 3, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16 </div>
<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_244140">2: not plotting observations with leverage one:</div>
<div dir="ltr" id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_244141"> 1, 3, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16 </div>
<div dir="ltr" id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_244141"> </div>
<div dir="ltr" id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_244141">Abraços,</div>
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<div id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242528"> </div>
<div class="yiv2033118081m_-1618162328687533899signature" id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242530"><span id="yiv2033118081m_-1618162328687533899yui_3_16_0_ym19_1_1495068438866_242532" style="font-style:italic;">José Moniz Fernandes</span>
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