User forecaster

42 votes

1 answer

52k views

Detecting Outliers in Time Series (LS/AO/TC) using tsoutliers package in R. How to represent outliers in equation format?

asked Jun 26, 2014 at 15:43

21 votes

2 answers

19k views

stochastic vs deterministic trend/seasonality in time series forecasting

asked Jun 12, 2014 at 21:16

19 votes

2 answers

9k views

ARIMA estimation by hand

asked Nov 25, 2013 at 20:12

17 votes

5 answers

2k views

Do all observations arise from probability distributions?

asked Dec 26, 2021 at 4:58

14 votes

7 answers

7k views

What is the probability of 4 person in group of 18 can have same birth month?

asked Jun 14, 2020 at 23:42

14 votes

2 answers

7k views

How to determine Forecastability of time series?

asked Dec 5, 2014 at 22:17

13 votes

4 answers

15k views

Are models identified by auto.arima() parsimonious?

asked Sep 26, 2013 at 14:23

12 votes

0 answers

2k views

Empirical Prediction interval for time series forecast based on quantile regression

asked Jun 10, 2015 at 19:49

11 votes

2 answers

5k views

Data Visualization: Alternatives to Choropleth maps for spatial data and statistical graphics

asked Feb 2, 2015 at 15:59

11 votes

2 answers

23k views

What are the assumptions of ARIMA/Box-Jenkins modeling for forecasting time series?

asked Nov 22, 2013 at 17:05

9 votes

1 answer

2k views

projecting survival curves estimates into the future

asked May 13, 2015 at 22:24

8 votes

3 answers

2k views

Regression for really small data with high degree of multicollinearity and outliers

asked Feb 25, 2014 at 23:10

8 votes

3 answers

16k views

Does ARIMA require normally distributed errors or normally distributed input data?

asked Dec 11, 2013 at 22:35

8 votes

2 answers

11k views

time series dimensionality reduction

asked Jan 14, 2014 at 22:10

7 votes

3 answers

1k views

Expert forecasting software evaluation

asked Aug 24, 2013 at 18:48

7 votes

1 answer

1k views

Time series dynamic poisson regression

asked Sep 16, 2013 at 20:23

6 votes

3 answers

12k views

Performance evaluation of auto.arima in R and UCM on one dataset

asked Aug 25, 2013 at 1:18

6 votes

2 answers

3k views

Ordinal/continuous vs dummy variable for time series regression/data mining

asked Feb 2, 2014 at 3:50

5 votes

2 answers

2k views

simple exponential smoothing with drift

asked Nov 10, 2014 at 21:38

4 votes

0 answers

4k views

Bootstrapping time series data: Circular block bootstrap

asked Jun 19, 2015 at 14:21

4 votes

1 answer

3k views

ARIMA modeling white noise probabilities vs. residual autocorrelation/PACF

asked Jul 21, 2015 at 15:10

4 votes

0 answers

8k views

Constant in arima model whether to include or exclude?

asked Jul 27, 2015 at 15:18

4 votes

1 answer

3k views

Issues in auto.arima algorithm when using external regressors and outlier correction

asked Feb 20, 2015 at 16:38

4 votes

1 answer

3k views

ARIMA forecasting book data sets R

asked Aug 14, 2013 at 1:46

4 votes

2 answers

14k views

Shall I use weekly or monthly data for forecast?

asked Aug 14, 2013 at 2:02

4 votes

0 answers

353 views

Optimization textbooks for statistics and data analytics

asked Oct 12, 2018 at 23:32

3 votes

1 answer

367 views

Residuals in Generalized Pareto Distribution

asked Apr 16, 2021 at 0:56

3 votes

2 answers

1k views

Propensity score matching with zip code/geographical distance

asked Sep 9, 2013 at 16:18

3 votes

2 answers

5k views

What is the minimum historical data/sample data required for a time series forecasting analysis?

asked Nov 8, 2013 at 15:12

2 votes

0 answers

330 views

are there any nonparametric forecasting methods?

asked Nov 22, 2013 at 17:21

Stack Exchange Network

47 Questions

Detecting Outliers in Time Series (LS/AO/TC) using tsoutliers package in R. How to represent outliers in equation format?

stochastic vs deterministic trend/seasonality in time series forecasting

ARIMA estimation by hand

Do all observations arise from probability distributions?

What is the probability of 4 person in group of 18 can have same birth month?

How to determine Forecastability of time series?

Are models identified by auto.arima() parsimonious?

Empirical Prediction interval for time series forecast based on quantile regression

Data Visualization: Alternatives to Choropleth maps for spatial data and statistical graphics

What are the assumptions of ARIMA/Box-Jenkins modeling for forecasting time series?

projecting survival curves estimates into the future

Regression for really small data with high degree of multicollinearity and outliers

Does ARIMA require normally distributed errors or normally distributed input data?

time series dimensionality reduction

Expert forecasting software evaluation

Time series dynamic poisson regression

Performance evaluation of auto.arima in R and UCM on one dataset

Ordinal/continuous vs dummy variable for time series regression/data mining

simple exponential smoothing with drift

Bootstrapping time series data: Circular block bootstrap

ARIMA modeling white noise probabilities vs. residual autocorrelation/PACF

Constant in arima model whether to include or exclude?

Issues in auto.arima algorithm when using external regressors and outlier correction

ARIMA forecasting book data sets R

Shall I use weekly or monthly data for forecast?

Optimization textbooks for statistics and data analytics

Residuals in Generalized Pareto Distribution

Propensity score matching with zip code/geographical distance

What is the minimum historical data/sample data required for a time series forecasting analysis?

are there any nonparametric forecasting methods?