Animath
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Advanced research methods

Section 1: Visualizing Data
data frames in R
Importing data into R; the basics
Install Tidyverse and explore data
the idea of "tidy data"
manipulating data
data types, missing values, strings & outliers
the grammar of graphics: DATA & AESTHETICS
the grammar of graphics: GEOMETRIES
the grammar of graphics: plot( ) VS ggplot( )

Section 2: Time Series part 1
time series 1
time series 2: white noise
time series 3: random walks
time series 4: autocorrelation
time series 5: the AR(1) model
time series 6: fitting a model 1
time series 7: the MA(1) model

Section 3: Time Series part 2
time series 8: stationarity
time series 9: AR(p), MA(q) and ARMA
time series 10: partial autocorrelation function
time series 11: model choice, AIC, BIC & residual analysis
time series 12: arima / arma
time series 13: seasonal models
time series 14: fitting and forecasting
time series 15: AirPassengers write up
time series 16: introduction to VAR 
time series 17: introduction to cointegration and VECM

LaTeX
LaTeX: first document
LaTeX: title, author & date
LaTeX: including mathematics
LaTeX: including pictures
LaTeX: including code
LaTeX: including mathematics 2
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  • Home
  • GCSE
    • Number >
      • Arithmetic
    • Algebra >
      • Equations
      • Graphs
      • Patterns and Sequences
    • Geometry and Measure
  • Contact
  • Notes
    • registers
    • A-Level 16-18 >
      • Pure Maths >
        • Surds and Indices
        • Equations of Lines
        • Quadratics
        • Polynomials
        • Binomial Expansions
        • Trigonometry
        • Differentiation
        • Summations
        • Curve Sketching
        • Matrices
        • Sequences
    • ISC Accounting
    • ISC Pure 3
    • ISC Core Maths
    • PMP Math
    • PRS
    • ISC PURE 2
    • MCR
    • ARM main
  • Projects
    • Excel Projects >
      • Enigma
      • Lorenz SZ40
      • GOL
      • 9 Pins
      • AUTM
    • WebApps