Some basics on statistics for beginners:
Statistics and Climate – Part One – independence, sampling, and the central limit theorem
Statistics and Climate – Part Two – sampling, sample size, Type I and Type II errors and Student T-test
Statistics and Climate – Part Three – Autocorrelation – the effect of autocorrelated time-series
Statistics and Climate – Part Four – Autocorrelation – how to handle statistical uncertainty with AR(1) autocorrelated time-series
Statistics and Climate – Part Five – AR(n) - introducing AR(2) and ARMA models and the problems of assuming AR(1) when the model is more complex
