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Stage 1: Form a Design Matrix

No due date 66% complete

The innovation comes from flexibly generating design matrices and manipulating them to form multiple models easily. This milestone allows

  • easily convert your raw data into internal format
  • specify how to convert data into a design matrix (design specification)
  • build design matrix
  • handle indices for each covariate and manipulate them
  • reconstruct temporal k…

The innovation comes from flexibly generating design matrices and manipulating them to form multiple models easily. This milestone allows

  • easily convert your raw data into internal format
  • specify how to convert data into a design matrix (design specification)
  • build design matrix
  • handle indices for each covariate and manipulate them
  • reconstruct temporal kernels and initialize weights

At this stage, we will use MATAB's glmfit to do maximum likelihood estimation.

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