ljmartin / estimating_sem_timeseries

Comparing methods to calculate the standard error of the mean for stationary time series
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some references #1

Open ljmartin opened 4 years ago

ljmartin commented 4 years ago

Performing T-tests to Compare Autocorrelated Time Series Data Collected from Direct-Reading Instruments Patrick O’Shaughnessy & Joseph E. Cavanaugh

A unified view of linear AR(1) models G.K. Grunwald∗, R.J. Hyndman†and L.M. Tedesco https://robjhyndman.com/papers/ar1.pdf

Chapter 26 Time Series So far, we have assumed that all data... https://www.stat.cmu.edu/~cshalizi/uADA/12/lectures/ch26.pdf

Estimating the steady-state mean from short transient simulations Pieter A. Sheth-Voss a,*, Thomas R. Willemain b, Jorge Haddock b

Statsmodels statespace time series estimation: http://www.chadfulton.com/fulton_statsmodels_2017/sections/5-posterior_simulation.html#markov-chain-monte-carlo-algorithms

Estimation of the Accuracy of Mean and Variance of Correlated Data Piet M. T. Broersen

Time Series Analysis With Application to Velocity Fluctuation Data Measured in a Wind Tunnel Atmospheric Boundary Layer Cesar Farell

Analysis of Short Time Series: Correcting for Autocorrelation Author(s): James R. Bence

Calculation of the uncertainty of the mean of autocorrelated measurements Nien Fan Zhang

ljmartin commented 3 years ago

A Comparison of Methods for Computing Autocorrelation Time https://arxiv.org/pdf/1011.0175.pdf

ljmartin commented 3 years ago

journals:

https://journals.sagepub.com/home/smj# <- maybe best option

https://projecteuclid.org/euclid.ejs https://imstat.org/journals-and-publications/electronic-journal-of-statistics/

https://imstat.org/journals-and-publications/statistical-science/ <- this one has some amazing authors but only a few papers and theyre locked

https://www.springer.com/journal/11222 <- statistics and computing would be great because its about analysis of intractable problems.

https://projecteuclid.org/euclid.aoas

https://www.springer.com/journal/10044

https://www.springer.com/journal/10994

ljmartin commented 3 years ago

narrowed down journals: https://www.springer.com/journal/11222 https://www.journals.elsevier.com/digital-signal-processing

https://www.journals.elsevier.com/computational-statistics-and-data-analysis https://www.sciencedirect.com/journal/simulation-modelling-practice-and-theory