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Time Series And Data Analysis

Time Series And Data Analysis

Course Outline: 

  • An Overview of R

  • Data Presentation

  • A Sampling of Statistics

    • Populations and Samples

    • Distributions

      • Binomial

      • Poisson

      • Gaussian

    • The Central Limit Theorem

    • Statistical Certainty Statistical Significance

    • The p-value

    • Confidence Intervals

    • Statistical Tests

    • Practical Considerations Missing Data

  • Time Series

  • Harmonic Analysis

  • Aliasing

  • The Discrete Fourier Transform

  • Non-equally-spaced Time Series

  • Significance Tests

  • Resolution Limits

  • Spectral Window Functions

  • Noise in Time Series

  • Cool Things



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Programmes | by Dr. Radut