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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
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