![](data:image/png;base64,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)
FARIAS, G; SILVA NETA, M. L.
Revista do Instituto de Políticas Públicas de Marília, v.6, n.2, p. 47-62, Jul./Dez., 2020
REFERÊNCIAS
ANDIFES, ABRUEM e SESu/MEC.
Diplomação, retenção e evasão nos cursos de graduação
em instituições de ensino superior públicas.
Comissão especial de estudos sobre a evasão nas
universidades públicas brasileiras. Outubro, 1996.
BAIER, T.; NEUWIRTH, E.
Excel, Computational Statistics
, v. 22, n. 1, p. 91-108, 2007.
CARDOSO, A.; MOREIRA, E. B.; BALDOVINO, J. J. A.; IZZO, R. L. S.; MATOSKI, A.;
ROSE, J. L.; PERRETTO, F.
Análise do desempenho acadêmico em função da frequência dos
alunos de uma turma de Engenharia Civil
. COBENGE, 2017.
CORRAR, L. J.; PAULO, E.; DIAS FILHO, J. M.
Análise multivariada: para os cursos de
administração, ciências contábeis e economia. São Paulo: Atlas, 2017.
FÁVERO, Luiz Paulo; BELFIORE, Patrícia.
Manual de Análise de Dados
: estatística e
modelagem multivariada com Excel, SPSS e STATA. Rio de Janeiro: Ltc, 2020. 1187 p.
FREITAS, D. N. T. Retenção escolar. In: OLIVEIRA, D. A.; DUARTE, A. M. C.; VIEIRA, L.
M. F.
Dicionário:
trabalho, profissão e condição docente. Belo Horizonte: UFMG/Faculdade de
Educação, 2010.
GIL, A. C.
Como elaborar projetos de pesquisa.
6. ed. Grupo GEN, 2017. Disponível em:
<https://integrada.minhabiblioteca.com.br/#/books/9788597012934/> Acesso em: 24 set. 2020.
HAIR JUNIOR, J. F. et al.
Análise multivariada de dados.
6. ed. Porto Alegre: Bookman, 2009.
688 p. Tradução de: Adonai S. Sant’Anna.
IFCE.
Projeto pedagógico: Curso superior bacharelado em Engenharia Civil
. Fortaleza, 2015.
Disponível em: <https://ifce.edu.br/fortaleza/cursos/superiores/bacharelados/engenharia-civil/pdf/
projeto-pedagogico-engenharia-civil.pdf>. Acesso em: 07 jul. 2020.
INEP.
Dados da educação superior. As universidades brasileiras representam 8% da rede,
mas concentram 53% das matrículas.
Brasília, DF, 2018. Disponível em: <http://portal.inep.
gov.br/artigo/-/asset_publisher/B4AQV9zFY7Bv/content/dados-do-censo-da-educacao-superior-
as-universidades-brasileiras-representam-8-da-rede-mas-concentram-53-das-matriculas/21206>.
Acesso em: 17 ago. 2020.
INEP.
Censo da educação superior 2017: divulgação dos principais resultados.
Brasília, DF,
2018.
INEP.
Resumo técnico do censo da educação superior 2017
. Brasília, DF, 2019.
MELO, M. S. P.; SILVA, D. L.; FEITOSA, M. A. F.; CAVALCANTI, G. O.
Análise da evasão
nos cursos de engenharia da universidade de Pernambuco.
COBENGE, 2017.
MOLIN FILHO, R. G. D.; CARREIRA, M. F.; SANTOS NETO, J. B. S.; LACHI, T.; LIMA
JUNIOR, D. F.; PALMA, E. S.
Estudo preliminar da evasão no curso de Engenharia de
Produção da UEM – período 2000-2011. SIMEPRO, 2013.
NEIVA, P. H. G.; BATISTA, A. L. S.; ALMEIDA, A. G.; RODRIGUES JUNIOR, S. J.
Análise
qualitativa de ações de monitoria como ferramentas auxiliares ao ensino da mecânica dos
sólidos. Joinville: COBENGE, 2017.
PEREIRA, R. A.; MORAES, A. J.; SILVEIRA, J. C. P.
A diminuição do índice de evasão e
do índice de reprovação nas “disciplinas básicas” do curso de engenharia.
Rio de Janeiro:
COBENGE, 2003.