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202205-series-temporais's Introduction

Séries Temporais

Repositório principal do curso Séries Temporais.

Inscreva-se no curso: https://loja.curso-r.com/modelagem-de-series-temporais.html

Acesse o material completo do curso escolhendo uma das turmas abaixo.

Turma Material Github
novembro de 2022 https://curso-r.github.io/202211-series https://github.com/curso-r/202211-series
julho de 2022 https://curso-r.github.io/202207-series https://github.com/curso-r/202207-series
maio de 2022 https://curso-r.github.io/202205-series https://github.com/curso-r/202205-series

Plano de aula atual

Aula 1

  • Série de tempo vs. dados independentes
  • Tendência, sazonalidade e ciclos
  • Visualizações de sazonalidade
  • Gráficos de autocorrelação
  • tsibble e feast

Aula 2

  • Decomposição de série temporais
  • Previsão de séries temporais
  • timetk e modeltime
  • Métricas de erro
  • Métodos simples de previsão

Aula 3

  • Suavização exponencial
  • Introdução aos modelos ARIMA
  • Ajuste de um modelo ARIMA

Aula 4

  • Covariáveis em modelos ARIMA
  • Construção de covariáveis de séries temporais

Aula 5

  • Séries temporais hierárquicas e agrupadas

202205-series-temporais's People

Contributors

dfalbel avatar azeloc avatar gomesfellipe avatar

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