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Data Analysis: Statistical Modeling and Computation in Applications (course)

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  • Data Analysis: Statistical Modeling and Computation in Applications (course)

  • Free

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Tags: Data Analysis regression analysis statistical modeling regression analysis example regression statistics time series modelling logistic regression modeling mixed effect modeling Computation in Application

by: HaveMarket

Description

What you'll learn

Skip What you'll learn
  • Model, form hypotheses, perform statistical analysis on real data
  • Use dimension reduction techniques such as principal component analysis to visualize high-dimensional data and apply this to genomics data
  • Analyze networks (e.g. social networks) and use centrality measures to describe the importance of nodes, and apply this to criminal networks
  • Model time series using moving average, autoregressive and other stationary models for forecasting with financial data
  • Use Gaussian processes to model environmental data and make predictions
  • Communicate analysis results effectively

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