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  1. autocorrelation - What does it mean for a time series to be ...

    May 17, 2023 · I am familiar with computing the autocorrelation function of a time series as a function of time lag, but I am not sure what it means for a time series to itself be autocorrelated.

  2. What's the deal with autocorrelation? - Cross Validated

    So why is autocorrelation a bad (or good) thing? 2.) The solution I've heard for dealing with autocorrelation is to diff the time series. Without trying to read the author's mind, why would …

  3. r - How to interpret autocorrelation - Cross Validated

    I have calculated autocorrelation on time series data on the patterns of movement of a fish based on its positions: X (x.ts) and Y (y.ts). By using R, I ran the following functions and produced the

  4. autocorrelation - Portmanteau test results R - Cross Validated

    When reading a VAR model tutorial I was confused by the below excerpt on the Portmanteau test for autocorrelation. My questions are: 1) How does one interpret the results of the below …

  5. autocorrelation - Best practice of testing for serial correlation in ...

    Sep 3, 2017 · I want to examine the residuals of a VAR and apply the LM test for serial correlation (autocorrelation) like in (this) blog post by Dave Giles. In my test, I first examine the optimum …

  6. time series - How to interpret autocorrelation of residuals and …

    Apr 10, 2013 · Statistically-significant autocorrelation of the residuals is a pattern -- your model's output differs from reality in a systematic way -- so your model needs work. Thank yoy for your …

  7. Correcting for autocorrelation in simple linear regressions in R

    Nov 11, 2015 · very easy to follow and helpful for a first timer like me to test for autocorrelation. I have found autocorrelation occuring in some of my linear regression models, but I haven't got …

  8. autocorrelation - How is the proper number of lags for ACF or …

    Start asking to get answers autocorrelation lags partial-effect See similar questions with these tags.

  9. r - Durbin-Watson Test and p-value - Cross Validated

    May 17, 2019 · The Durbin-Watson test tests for autocorrelation. However due to the particular nature of autocorrelation (positive and negative autocorrelation) there is a special test statistic: …

  10. How to estimate the autocorrelation function? - Cross Validated

    May 10, 2017 · Answers to your specific questions: Here are my answers to your specific questions about this estimation problem: 1) It is common for analysts to use these standard …