User forecaster

53 votes

Accepted

Is it unusual for the MEAN to outperform ARIMA?

answered Nov 21, 2014 at 22:42

45 votes

Books for self-studying time series analysis?

answered Jun 17, 2015 at 13:49

20 votes

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Detecting changes in time series (R example)

answered Feb 28, 2015 at 2:39

18 votes

Algorithms for Time Series Anomaly Detection

answered Apr 20, 2015 at 21:53

17 votes

Capturing seasonality in multiple regression for daily data

answered Jul 23, 2014 at 1:01

15 votes

What algorithm should I use to detect anomalies on time-series?

answered May 17, 2015 at 1:25

14 votes

Timeseries analysis procedure and methods using R

answered Mar 4, 2015 at 2:55

13 votes

Accepted

Transfer function in forecasting models - interpretation

answered Nov 23, 2014 at 2:20

12 votes

Best method for short time-series

answered Jan 26, 2015 at 22:45

11 votes

forecast using arima models

answered Nov 29, 2014 at 17:59

11 votes

Accepted

Textbooks/readings on what to do when you can't create an ideal experiment?

answered Sep 22, 2015 at 17:58

10 votes

Intervention Analysis Coding in R TSA Package

answered Jul 16, 2014 at 3:27

9 votes

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Forecast daily data with weekly and monthly seasonality using exponential smoothing

answered Apr 2, 2015 at 14:56

9 votes

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Estimate $\lambda$ in the fitting line $x^\lambda$, where $x \in [0, 1]$

answered Mar 7, 2019 at 0:51

9 votes

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Programming inverse-transformation sampling for Pareto distribution

answered Nov 21, 2020 at 20:36

8 votes

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Arimax Prediction : Using Forecast Package

answered Sep 1, 2015 at 0:09

8 votes

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Additive vs Multiplicative decomposition

answered Jul 1, 2014 at 19:44

7 votes

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forecasting time series based on previous value forecasted

answered Jan 3, 2015 at 22:20

7 votes

ETS() function, how to avoid forecast not in line with historical data?

answered Apr 13, 2015 at 15:34

7 votes

Trend and Breakout detection in time series

answered Mar 30, 2016 at 2:46

6 votes

ASA discusses limitations of $p$-values - what are the alternatives?

answered Apr 1, 2016 at 2:27

6 votes

Auto-regression versus linear regression of x(t)-with-t for modelling time series

answered Nov 5, 2015 at 23:13

6 votes

Accepted

Simulate survival times given a true survivor function?

answered Mar 27, 2021 at 19:17

6 votes

Determine when time-series should be logged (or any other transformation) and applied automatically

answered Oct 29, 2014 at 18:43

6 votes

Is this an appropriate method to test for seasonal effects in suicide count data?

answered Apr 12, 2015 at 19:15

6 votes

Accepted

Estimate statistical significance of a feature in a time series

answered Mar 25, 2015 at 15:48

6 votes

Log or square-root transformation for ARIMA

answered Nov 5, 2013 at 23:49

5 votes

Can a trend stationary series be modeled with ARIMA?

answered Jul 11, 2014 at 3:57

5 votes

Model building and selection using Hosmer et al. 2013. Applied Logistic Regression in R

answered Oct 10, 2014 at 22:05

5 votes

Unable to get suitable forecast for ARIMA model in R due to outliers-- attached code for easy replication

answered Feb 18, 2015 at 0:06

Stack Exchange Network

90 Answers

Is it unusual for the MEAN to outperform ARIMA?

Books for self-studying time series analysis?

Detecting changes in time series (R example)

Algorithms for Time Series Anomaly Detection

Capturing seasonality in multiple regression for daily data

What algorithm should I use to detect anomalies on time-series?

Timeseries analysis procedure and methods using R

Transfer function in forecasting models - interpretation

Best method for short time-series

forecast using arima models

Textbooks/readings on what to do when you can't create an ideal experiment?

Intervention Analysis Coding in R TSA Package

Forecast daily data with weekly and monthly seasonality using exponential smoothing

Estimate $\lambda$ in the fitting line $x^\lambda$, where $x \in [0, 1]$

Programming inverse-transformation sampling for Pareto distribution

Arimax Prediction : Using Forecast Package

Additive vs Multiplicative decomposition

forecasting time series based on previous value forecasted

ETS() function, how to avoid forecast not in line with historical data?

Trend and Breakout detection in time series

ASA discusses limitations of $p$-values - what are the alternatives?

Auto-regression versus linear regression of x(t)-with-t for modelling time series

Simulate survival times given a true survivor function?

Determine when time-series should be logged (or any other transformation) and applied automatically

Is this an appropriate method to test for seasonal effects in suicide count data?

Estimate statistical significance of a feature in a time series

Log or square-root transformation for ARIMA

Can a trend stationary series be modeled with ARIMA?

Model building and selection using Hosmer et al. 2013. Applied Logistic Regression in R

Unable to get suitable forecast for ARIMA model in R due to outliers-- attached code for easy replication