Index

A

• ANOVA
  • about / ANOVA
  • one-way repeated measures / One-way repeated ANOVA measures
• application score cards
  • about / Logistic regression for finance (loans and credit cards)
• ARIMA
  • about / Time series analysis concepts
• assumptions, linear regression
  • normal distribution / Linear regression
  • linear relationship / Linear regression
  • homoscedasticity assumption / Linear regression
  • independence assumption / Linear regression
  • variable/measurement errors / Linear regression
  • model specification / Linear regression
  • equality, of outliers influence assumption / Linear regression
  • multicollinearity / Linear regression
• autoregressive (AR) process
  • about / Time series analysis concepts
• Autoregressive Integrated Moving Average (ARIMA)
  • about / Introducing data analytics

B

• box and whiskers plots
  • about / Box plots
• box plots
  • defining / Box plots
• Breusch-Pagan test
  • about / Homoscedasticity

C

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