{"id":1152,"date":"2019-02-08T08:18:59","date_gmt":"2019-02-08T08:18:59","guid":{"rendered":"http:\/\/eic.cefet-rj.br\/~ebezerra\/?page_id=1152"},"modified":"2024-10-04T10:55:18","modified_gmt":"2024-10-04T10:55:18","slug":"infestat_2019_1","status":"publish","type":"page","link":"https:\/\/eic.cefet-rj.br\/~ebezerra\/infestat_2019_1\/","title":{"rendered":"GCC1625 &#8211; Infer\u00eancia Estat\u00edstica (2019.1)"},"content":{"rendered":"<p style=\"text-align: center;\"><a href=\"http:\/\/3.bp.blogspot.com\/-Hge1B7Ezf8Y\/UYFCDQbO5GI\/AAAAAAAANEY\/Ug7ypc1fOv4\/s1600\/mean+psychology.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-82\" src=\"http:\/\/3.bp.blogspot.com\/-Hge1B7Ezf8Y\/UYFCDQbO5GI\/AAAAAAAANEY\/Ug7ypc1fOv4\/s1600\/mean+psychology.png\" alt=\"causation\" width=\"434\" height=\"336\" \/><\/a><\/p>\n<hr \/>\n<h3>Cursos<\/h3>\n<ul>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/portal\/index.php\/ciencia-da-computacao\/\">Bacharelado em Ci\u00eancia da Computa\u00e7\u00e3o<\/a><\/li>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/portal\/index.php\/sistemas-para-internet\/\">Tecnologia em Sistemas para Internet<\/a><\/li>\n<\/ul>\n<hr \/>\n<h3>Localiza\u00e7\u00e3o \/ Hor\u00e1rio<\/h3>\n<ul>\n<li>Pavilh\u00e3o de Inform\u00e1tica, 1o andar, Lab. 02<\/li>\n<li>Dia\/hor\u00e1rio: 2as-feiras, das 14:30h \u00e0s 16:25h<\/li>\n<\/ul>\n<hr \/>\n<h3>Objetivos<\/h3>\n<p>Esta disciplina apresenta conceitos relacionados \u00e0 tarefa de realizar infer\u00eancias sobre caracter\u00edsticas de uma popula\u00e7\u00e3o no contexto em que n\u00e3o \u00e9 poss\u00edvel analisar todos os elementos dessa popula\u00e7\u00e3o, mas apenas uma amostra. S\u00e3o apresentados modelos matem\u00e1ticos e estat\u00edsticos usados na compreens\u00e3o dos fen\u00f4menos que ocorrem na natureza. \u00c9 tamb\u00e9m nosso prop\u00f3sito capacitar o discente a trabalhar com modelos abstratos e compreender os avan\u00e7os tecnol\u00f3gicos obtidos por meio da utiliza\u00e7\u00e3o\/formula\u00e7\u00e3o de modelos estat\u00edsticos.<\/p>\n<hr \/>\n<h3>Ementa<\/h3>\n<p>Distribui\u00e7\u00f5es amostrais. Teorema do Limite Central. Intervalos de confian\u00e7a. Infer\u00eancias baseadas em amostra \u00fanica. Infer\u00eancias baseadas em duas amostras. An\u00e1lise de vari\u00e2ncia (ANOVA), Qui-quadrado. Testes n\u00e3o-param\u00e9tricos. Infer\u00eancia Bayesiana.<\/p>\n<p>Veja tamb\u00e9m o <a href=\"http:\/\/eic.cefet-rj.br\/portal\/wp-content\/uploads\/2014\/11\/INFER%C3%8ANCIA-ESTAT%C3%8DSTICA-GCC1625.pdf\" target=\"_blank\" rel=\"noopener\">plano de ensino<\/a> da disciplina.<\/p>\n<hr \/>\n<h3>Moodle<\/h3>\n<p>Todos os alunos regularmente inscritos ser\u00e3o adicionados \u00e0 disciplina hom\u00f4nima no <a href=\"http:\/\/eic.cefet-rj.br\/moodle\/\">Moodle<\/a>, para que possam receber avisos importantes (dia\/hor\u00e1rio das provas, d\u00favidas gerais, etc).<\/p>\n<hr size=\"4\" width=\"100%\" \/>\n<h3>\u00a0Livros<\/h3>\n<ol>\n<li><a href=\"https:\/\/openstax.org\/details\/introductory-statistics\">Introductory Statistics<\/a> (livro disponibilizado com licen\u00e7a Creative Commons)<\/li>\n<li>Bussab, W. O.; Morettin, P. A.: Estat\u00edstica B\u00e1sica, 8\u00aa edi\u00e7\u00e3o, S\u00e3o Paulo: Saraiva, 2013.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<hr \/>\n<h3>Aulas<\/h3>\n<p>Veja o <a href=\"https:\/\/www.dropbox.com\/s\/4i7fgvmtrs7z4ey\/InfEstat-PlanoCurso%20%282019.1%29.xlsx?dl=0\">plano do curso<\/a>. Veja tamb\u00e9m o <a href=\"http:\/\/www.cefet-rj.br\/attachments\/article\/199\/Cal_2019_GRAD_Maraca%20-%2006_12_18.pdf\">calend\u00e1rio acad\u00eamico das gradua\u00e7\u00f5es<\/a> do CEFET\/RJ.<\/p>\n<table style=\"border: 1px solid #cccccc;\">\n<tbody>\n<tr>\n<td style=\"border: 1px solid #cccccc;\"><b>Aula<\/b><\/td>\n<td style=\"border: 1px solid #cccccc;\"><b>Data<\/b><\/td>\n<td style=\"border: 1px solid #cccccc;\"><b>Conte\u00fado<\/b><\/td>\n<td style=\"border: 1px solid #cccccc;\"><b>Leituras<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">1<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">11\/fev<\/td>\n<td style=\"border: 1px solid #cccccc;\">Log\u00edstica do curso, plano de aulas, etc (<a href=\"https:\/\/www.dropbox.com\/s\/tsc6i56495zpi0d\/2019.1%20IE00%20%28Apresenta%C3%A7%C3%A3o%20da%20Disciplina%29.pptx?dl=0\">IE00<\/a>). Revis\u00e3o: Distribui\u00e7\u00e3o Normal (<a href=\"https:\/\/www.dropbox.com\/s\/wki87kk0nk6g6bx\/2019.1%20IE01a%20-%20Distribui%C3%A7%C3%A3o%20Normal.pdf?dl=0\">IE01<\/a>).<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: left;\"><a href=\"https:\/\/www.r-bloggers.com\/normal-distribution-functions\/\">Normal Distribution: functions in R<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">2<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">25\/fev<\/td>\n<td style=\"border: 1px solid #cccccc;\">Conceitos b\u00e1sicos da Infer\u00eancia Estat\u00edstica (<a href=\"https:\/\/www.dropbox.com\/s\/udsms2w283w5k6a\/IE02%20-%20Conceitos%20B%C3%A1sicos%20da%20Infer%C3%AAncia%20Estat%C3%ADstica.pdf?dl=0\">IE02<\/a>),<br \/>\nLei dos Grandes N\u00fameros (<a href=\"https:\/\/www.dropbox.com\/s\/8x9dot8ok6cgdum\/IE03%20-%20Lei%20dos%20Grandes%20N%C3%BAmeros.pptx?dl=0\">IE03<\/a>), Teorema do Limite Central (<a href=\"https:\/\/www.dropbox.com\/s\/cv97teuui1yxs2b\/IE04%20-%20TLC.pdf?dl=0\">IE04<\/a>)<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: left;\"><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/08\/tcl-exp.R.txt\">tcl.R<\/a><br \/>\n<a href=\"https:\/\/stackoverflow.com\/questions\/33373872\/is-there-a-simple-simulation-of-the-law-of-large-numbers-in-r\">lln<\/a><br \/>\n<a href=\"https:\/\/campus.datacamp.com\/courses\/helsinki-social-statistics\/estimation?ex=8\">TLC (data camp)<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">3<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">\u00a011\/mar<\/td>\n<td style=\"border: 1px solid #cccccc;\">Distribui\u00e7\u00f5es amostrais (<a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/08\/2018.2-IE005-Distribuicoes-amostrais.pdf\">IE05<\/a>)<br \/>\nDistribui\u00e7\u00e3o amostral da m\u00e9dia &#8211; exerc\u00edcio (<a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/08\/2018.2-IE005-Distribuicoes-amostrais-exercicios.pdf\">IE05 exerc\u00edcios<\/a>)<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: left;\"><a href=\"https:\/\/rpubs.com\/pythonjokeun\/samplingdistribution\">sampling dists<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">4<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">18\/mar<\/td>\n<td style=\"border: 1px solid #cccccc;\">Lab:\u00a0<a href=\"https:\/\/rpubs.com\/pythonjokeun\/samplingdistribution\">Sampling Distribution in R<\/a><br \/>\nIntervalos de confian\u00e7a: defini\u00e7\u00f5es iniciais (<a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/08\/2018.2-IE06-Intervalos-de-Confian\u00e7a-Def.-Iniciais.pdf\">IE06<\/a>)<br \/>\nLab: <a href=\"https:\/\/blogs.uoregon.edu\/rclub\/2015\/01\/20\/biased-and-unbiased-estimates\/\">Biased and unbiased estimates<\/a><\/td>\n<td style=\"border: 1px solid #cccccc;\"><a href=\"https:\/\/www.dropbox.com\/s\/b2ql4qmxc75a1dn\/ex03.txt?dl=0\">ex03<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">5<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">25\/mar<\/td>\n<td style=\"border: 1px solid #cccccc;\">Intervalos de confian\u00e7a: amostras grandes (<a href=\"https:\/\/www.dropbox.com\/s\/lrxgwx28g0r8mty\/IE07%20-%20Intervalos%20de%20Confian%C3%A7a%20-%20Amostras%20Grandes.pdf?dl=0\">IE07<\/a>)<\/td>\n<td style=\"border: 1px solid #cccccc;\"><a href=\"http:\/\/g1.globo.com\/videos\/v\/funciona-assim-eleicoes-2018-pesquisas-eleitorais\/7117143\/\">Pesquisas eleitorais<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">6<\/td>\n<td style=\"border: 1px solid #cccccc;\">\u00a001\/abr<\/td>\n<td style=\"border: 1px solid #cccccc;\">Intervalos de confian\u00e7a:\u00a0amostras pequenas (<a href=\"https:\/\/www.dropbox.com\/s\/t8zm1f4ic37h58o\/IE08%20-%20Intervalos%20de%20Confian%C3%A7a%20-%20Amostras%20Pequenas.pdf?dl=0\">IE08<\/a>)<\/td>\n<td style=\"border: 1px solid #cccccc;\"><a href=\"https:\/\/stats.stackexchange.com\/questions\/16921\/how-to-understand-degrees-of-freedom\">Degrees of Freedom<\/a>; <a href=\"https:\/\/campus.datacamp.com\/courses\/intro-to-statistics-with-r-students-t-test\/chapter-one-introduction-to-t-tests?ex=9\">tutorial<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">7<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">08\/abr<\/td>\n<td style=\"border: 1px solid #cccccc;\">Determina\u00e7\u00e3o do tamanho da amostra (<a href=\"https:\/\/www.dropbox.com\/s\/rg10cmp5cwjj1pm\/IE09%20-%20Determina%C3%A7%C3%A3o%20do%20tamanho%20da%20amostra.pdf?dl=0\">IE09<\/a>); Testes de hip\u00f3teses: introdu\u00e7\u00e3o (<a href=\"https:\/\/www.dropbox.com\/s\/wa72w4lmn5n06ox\/IE10%20-%20Testes%20de%20hip%C3%B3teses%20-%20introdu%C3%A7%C3%A3o.pptx?dl=0\">IE10<\/a>);\u00a0teste z sobre uma amostra (<a href=\"https:\/\/www.dropbox.com\/s\/mvh2es9j6hihv1k\/IE11%20-%20Testes%20de%20hip%C3%B3teses%20-%20teste%20z.pptx?dl=0\">IE11<\/a>).<\/td>\n<td style=\"border: 1px solid #cccccc;\"><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">8<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">15\/abr<\/td>\n<td style=\"border: 1px solid #cccccc;\">Teste t sobre uma amostra (<a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/08\/2018.2-IE12-Testes-de-hip\u00f3teses-teste-t-de-student.pptx\">IE12<\/a>); Verifica\u00e7\u00e3o de normalidade (<a href=\"https:\/\/www.dropbox.com\/s\/750abi3k3vve9uk\/IE14%20-%20Testes%20de%20normalidade.pptx?dl=0\">IE14<\/a>);<br \/>\nLab: <a href=\"http:\/\/www.sthda.com\/english\/wiki\/normality-test-in-r\">normality tests<\/a><br \/>\nLab: <a href=\"https:\/\/www.sheffield.ac.uk\/polopoly_fs\/1.579191!\/file\/stcp-karadimitriou-normalR.pdf\">normality tests<\/a><\/td>\n<td style=\"border: 1px solid #cccccc;\"><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">9<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">29\/abr<\/td>\n<td style=\"border: 1px solid #cccccc;\">Testes sobre duas amostras (<a href=\"https:\/\/www.dropbox.com\/s\/uadlzr2xklesu4s\/IE13%20-%20Testes%20de%20hip%C3%B3teses%20sobre%20duas%20amostras.pptx?dl=0\">IE13<\/a>)<br \/>\nLab: <a href=\"http:\/\/www.sthda.com\/english\/wiki\/paired-samples-t-test-in-r\">Paired Samples T-test in R<\/a><br \/>\nLab: <a href=\"http:\/\/www.sthda.com\/english\/wiki\/unpaired-two-samples-t-test-in-r\">Unpaired Two-Samples T-test in R<\/a><\/td>\n<td style=\"border: 1px solid #cccccc;\"><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">10<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">06\/mai<\/td>\n<td style=\"border: 1px solid #cccccc;\">ANOVA (<a href=\"https:\/\/www.dropbox.com\/s\/9j4x9krduxydmx3\/IE15%20-%20Testes%20de%20hip%C3%B3teses%20-%20ANOVA.pptx?dl=0\">IE15<\/a>)<\/td>\n<td style=\"border: 1px solid #cccccc;\"><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">11<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">\u00a013\/mai<\/td>\n<td style=\"border: 1px solid #cccccc;\">Teste qui-quadrado\u00a0(<a href=\"https:\/\/www.dropbox.com\/s\/nwq2suntztg9thp\/IE16%20-%20Testes%20de%20hip%C3%B3teses%20-%20chi-square.pptx?dl=0\">IE16<\/a>)<\/td>\n<td style=\"border: 1px solid #cccccc;\"><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">12<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">\u00a020\/mai<\/td>\n<td style=\"border: 1px solid #cccccc;\">Correla\u00e7\u00e3o e regress\u00e3o linear (<a href=\"https:\/\/www.dropbox.com\/s\/3qece6tqixvabcu\/IE17-Correla%C3%A7%C3%A3o-e-Regress%C3%A3o.pptx?dl=0\">IE17<\/a>)<br \/>\nLab: <a href=\"https:\/\/www.theanalysisfactor.com\/linear-models-r-plotting-regression-lines\/\">Linear Models in R: Plotting Regression Lines<\/a><br \/>\nLab: <a href=\"http:\/\/www.sthda.com\/english\/articles\/40-regression-analysis\/168-multiple-linear-regression-in-r\/\">Multiple Linear Regression in R<\/a><\/td>\n<td style=\"border: 1px solid #cccccc;\">\u00a0<a href=\"https:\/\/www.dropbox.com\/s\/zm4miyl1ephc41a\/regressao-linear-exercicio.txt?dl=0\">exerc\u00edcios<\/a>,\u00a0<a href=\"https:\/\/www.dropbox.com\/s\/vihkmrrfae9bzh5\/ex1data1.txt?dl=0\">ex1data1<\/a>, <a href=\"https:\/\/www.dropbox.com\/s\/vxyzxqdnm30xndc\/ex1data2.txt?dl=0\">ex1data2<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">13<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">\u00a003\/jun<\/td>\n<td style=\"border: 1px solid #cccccc;\">Infer\u00eancia Bayesiana (<a href=\"https:\/\/www.dropbox.com\/s\/gkj3r02qxizl9cb\/IE18%20-%20Infer%C3%AAncia%20bayesiana.pptx?dl=0\">IE18<\/a>\u00a0&#8211; 1a parte)<br \/>\nArtigo: <a href=\"https:\/\/towardsdatascience.com\/estimating-probabilities-with-bayesian-modeling-in-python-7144be007815\">Estimating Probabilities with Bayesian Modeling in\u00a0Python<\/a>\u00a0(<a href=\"https:\/\/github.com\/WillKoehrsen\/probabilistic-programming\/blob\/master\/Estimating%20Probabilities%20with%20Bayesian%20Inference.ipynb\">notebook<\/a>)<br \/>\nExemplo: <a href=\"https:\/\/docs.scipy.org\/doc\/numpy\/reference\/generated\/numpy.random.binomial.html\">distribui\u00e7\u00e3o binomial<\/a><br \/>\nExemplo: <a href=\"https:\/\/docs.scipy.org\/doc\/numpy\/reference\/generated\/numpy.random.multinomial.html\">distribui\u00e7\u00e3o multinomial<\/a><br \/>\nExemplo: <a href=\"https:\/\/docs.scipy.org\/doc\/numpy\/reference\/generated\/numpy.random.dirichlet.html\">distribui\u00e7\u00e3o dirichlet<\/a><\/td>\n<td style=\"border: 1px solid #cccccc;\"><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">14<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">\u00a010\/jun<\/td>\n<td style=\"border: 1px solid #cccccc;\">Infer\u00eancia Bayesiana (<a href=\"https:\/\/www.dropbox.com\/s\/gkj3r02qxizl9cb\/IE18%20-%20Infer%C3%AAncia%20bayesiana.pptx?dl=0\">IE18<\/a>\u00a0&#8211; 2a parte)<br \/>\n<a href=\"https:\/\/colab.research.google.com\/drive\/1KgL9Tis9kzZf7r-p03olv0GWkBWpHlv1\">Colab notebook<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">15<\/td>\n<td style=\"border: 1px solid #cccccc; text-align: center;\">\u00a017\/jun<\/td>\n<td style=\"border: 1px solid #cccccc;\">Reservada para discutir d\u00favidas sobre o T4<br \/>\nAvalia\u00e7\u00e3o do curso: <a href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSeMdbfteGGMfJv5PzE4Zu4YEV_L5alyxqpU4NnIW_Q1hMoExw\/viewform\">formul\u00e1rio<\/a><\/td>\n<\/tr>\n<p><!--\n\n\n<tr>\n\n\n<td style=\"border: 1px solid #cccccc; text-align: center;\">13<\/td>\n\n\n\n\n<td style=\"border: 1px solid #cccccc; text-align: center;\"> 24\/nov<\/td>\n\n\n\n\n<td style=\"border: 1px solid #cccccc;\"><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2017\/07\/InfEstat-07-M\u00e9todo-Bootstrap.pptx\">Bootstrap e reamostragem<\/a><\/td>\n\n\n\n\n<td style=\"border: 1px solid #cccccc;\"><\/td>\n\n\n<\/tr>\n\n\n--><\/tbody>\n<\/table>\n<hr size=\"4\" width=\"100%\" \/>\n<h3>V\u00eddeos TED Relevantes<\/h3>\n<ul>\n<li>TED Talk <a href=\"https:\/\/www.ted.com\/talks\/mona_chalabi_3_ways_to_spot_a_bad_statistic\">3 ways to spot a bad statistic<\/a> de Mona Chalabi.<\/li>\n<li>TED Talk <a href=\"https:\/\/www.ted.com\/talks\/hans_rosling_shows_the_best_stats_you_ve_ever_seen\">The best stats you&#8217;ve ever seen<\/a> do Sebastian Seung.<\/li>\n<li>TED Talk <a href=\"https:\/\/www.ted.com\/talks\/alan_smith_why_we_re_so_bad_at_statistics\">Why you should love statistics<\/a> do Alan Smith.<\/li>\n<li>TED Talk <a href=\"https:\/\/www.ted.com\/talks\/anne_milgram_why_smart_statistics_are_the_key_to_fighting_crime\">Why smart statistics are the key to fighting crime<\/a> da Anne Milgram.<\/li>\n<\/ul>\n<hr size=\"4\" width=\"100%\" \/>\n<h3>Listas de Exerc\u00edcios<\/h3>\n<p>Cada lista de exerc\u00edcios deve ser realizada individualmente e de pr\u00f3prio punho. Fiquem atentos aos prazos de entrega definidos.<\/p>\n<ul>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2017\/07\/CEFET-InfEstat-ListaExercicios01.pdf\">1a lista de exerc\u00edcios<\/a> &#8211; <span style=\"color: #ff0000;\">Entrega: 23\/mar<\/span><\/li>\n<li><a href=\"https:\/\/www.dropbox.com\/s\/qls9pvgbvji70ps\/CEFET-InfEstat-ListaExercicios02.pdf?dl=0\">2a lista de exerc\u00edcios<\/a> &#8211; <span style=\"color: #ff0000;\">Entrega: 08\/abr<\/span><\/li>\n<li><a href=\"https:\/\/www.dropbox.com\/s\/gv8pj2uqvm2f2nd\/2019.1-InfEstat-ListaExercicios03.pdf?dl=0\">3a lista de exerc\u00edcios<\/a> &#8211; <span style=\"color: #ff0000;\">Entrega: 19\/mai<\/span><\/li>\n<li><del>4a lista de exerc\u00edcios &#8211; Entrega: a definir<\/del><\/li>\n<\/ul>\n<hr size=\"4\" width=\"100%\" \/>\n<h3>Trabalhos Pr\u00e1ticos<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.dropbox.com\/s\/p97t9fncnxres9f\/2019.1-infestat-trabalho01.pdf?dl=0\">T1<\/a> &#8211; <span style=\"color: #ff0000;\">Entrega: 23\/mar<\/span>.<\/li>\n<li><a href=\"https:\/\/www.dropbox.com\/s\/ol2jgkhhg3wfr23\/infestat-trabalho02.pdf?dl=0\">T2<\/a> &#8211; <span style=\"color: #ff0000;\">Entrega: 08\/abr<\/span>.<\/li>\n<li><a href=\"https:\/\/www.dropbox.com\/s\/5grwyefpnqd025a\/2019.1-infestat-trabalho03.pdf?dl=0\">T3<\/a> &#8211; <span style=\"color: #ff0000;\">Entrega: 19\/mai<\/span>. <a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2017\/07\/infestat-T3-P4.xlsx\">Dados<\/a> para a parte 4 do T3.<del><\/del><\/li>\n<li><a href=\"https:\/\/www.dropbox.com\/s\/gwktmskled943r1\/2019.1-infestat-trabalho04.pdf?dl=0\">T4<\/a> &#8211; <span style=\"color: #ff0000;\">Entrega:24\/jun<\/span>.<\/li>\n<\/ul>\n<hr size=\"4\" width=\"100%\" \/>\n<h3>Recursos Recomendados<\/h3>\n<ul>\n<li><a href=\"https:\/\/cran.r-project.org\/doc\/contrib\/Short-refcard.pdf\">R Reference Card<\/a><\/li>\n<li><a href=\"https:\/\/www.nature.com\/news\/big-names-in-statistics-want-to-shake-up-much-maligned-p-value-1.22375\" target=\"_blank\" rel=\"noopener\">Big names in statistics want to shake up much-maligned P value<\/a><\/li>\n<li><a href=\"http:\/\/stat110.net\">Stat 110 Online<\/a><\/li>\n<li><a href=\"https:\/\/stat110.quora.com\/\">Stat 110 Quora Blog<\/a><\/li>\n<li><a href=\"http:\/\/bit.ly\/probabilityfaq\">Quora Probability FAQ<\/a><\/li>\n<li><a href=\"https:\/\/www.rstudio.com\">R Studio<\/a><\/li>\n<li>Bayesian Statistical Inference: <a href=\"https:\/\/www.youtube.com\/watch?v=1jDBM9UM9xk\">I<\/a> e <a href=\"https:\/\/www.youtube.com\/watch?v=XtNXQJkgkhI\">II<\/a><\/li>\n<li>Classical Statistical Inference: <a href=\"https:\/\/www.youtube.com\/watch?v=4UJc0S8APm4\">I<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=tBUHRpFZy0s\">II<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=rYefUsYuEp0\">III<\/a><\/li>\n<li>LaTeX File (github.com\/wzchen\/probability cheatsheet)<\/li>\n<\/ul>\n<hr \/>\n<h3>Livros (al\u00e9m dos definidos no programa do curso)<\/h3>\n<ul>\n<li>H. Loningher; <a href=\"http:\/\/www.statistics4u.com\/fundstat_eng\/\">Fundamentals of Statistics<\/a>, 2012.<\/li>\n<li>Brian Caffo; <a href=\"https:\/\/leanpub.com\/LittleInferenceBook\">Statistical inference for data science<\/a><\/li>\n<li>Joseph K. Blitzstein &amp; Jessica Hwang; <a href=\"http:\/\/bit.ly\/introprobability\">Introduction to Probability Book<\/a>, 2014.<\/li>\n<li>e-book: Ani Adhikari &amp; John DeNero, <a href=\"https:\/\/www.inferentialthinking.com\/\" target=\"_blank\" rel=\"noopener\">Computational and Inferential Thinking<\/a><\/li>\n<li>Wiki Book: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Book:Statistics_review\">Statistical Inference<\/a>.<\/li>\n<li>Wikipedia: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Statistical_inference\">&#8220;Statistical Inference&#8221;<\/a> (e links relacionados).<\/li>\n<li>Voc\u00ea pode pesquisar livros relevantes no acervo da <a href=\"http:\/\/biblioteca.cefet-rj.br\/\">Biblioteca do CEFET\/RJ<\/a>.<\/li>\n<\/ul>\n<p>Livros de interesse geral sobre Estat\u00edstica<\/p>\n<ul>\n<li>Darrell Huff, <a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2017\/07\/How-to-Lie-With-Statistics-1954-Huff.pdf\">How to Lie with Statistics<\/a>, 1954.<\/li>\n<li><a href=\"https:\/\/www.saraiva.com.br\/o-andar-do-bebado-como-o-acaso-determina-nossas-vidas-2658080.html\" target=\"_blank\" rel=\"noopener\">O Andar do B\u00eabado &#8211; Como o Acaso Determina Nossas Vidas<\/a>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Cursos Bacharelado em Ci\u00eancia da Computa\u00e7\u00e3o Tecnologia em Sistemas para Internet Localiza\u00e7\u00e3o \/ Hor\u00e1rio Pavilh\u00e3o de Inform\u00e1tica, 1o andar, Lab. 02 Dia\/hor\u00e1rio: 2as-feiras, das 14:30h \u00e0s 16:25h Objetivos Esta disciplina apresenta conceitos relacionados \u00e0 tarefa de realizar infer\u00eancias sobre caracter\u00edsticas de uma popula\u00e7\u00e3o no contexto em que n\u00e3o \u00e9 poss\u00edvel analisar todos os elementos dessa [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1152","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages\/1152","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/comments?post=1152"}],"version-history":[{"count":37,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages\/1152\/revisions"}],"predecessor-version":[{"id":2569,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages\/1152\/revisions\/2569"}],"wp:attachment":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/media?parent=1152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}