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The exhaustive list of topics in Inference from Data and Models in which we provide Help with Homework Assignment and Help with Project is as follows:

  • Special Case of Eigenvector Solutions
  • Gauss-Markov Estimation; Recursive Estimation
  • Power Density Spectral Estimates
  • Concepts and Notation
  • Non-linear Problems
  • Coherence; Multiple Linear Regression
  • Statistics of Fourier Representations
  • Time-dependent Models
  • Whole Domain Least-Squares
  • Over/Underdetermined Problems
  • Algebraic Formulation
  • Filtering, Prediction Problems
  • Stationary Processes
  • Numerical Fourier Series/Transforms; Delta Functions
  • Inverse Problems, Static and Time Dependent
  • Basic Statistics
  • Basic Vector/Matrix Notation
  • Sampling
  • Sequential Methods (Kalman Filter/RTS Smoother)
  • Convolution
  • Varieties of Least-Squares
  • Lagrange Multiplier (adjoint) Methods
  • Periodograms
  • Biases of Solutions
  • Recursive Least-Squares
  • Control Problems
  • Singular Value Decomposition and Singular Vector Solutions
  • Variances/Covariances