search for: fpp3

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2023 Aug 12
1
time series transformation....
dear members, I have a heteroscedastic time series which I want to transform to make it homoscedastic by a box cox transformation. I am using Otexts by RJ hyndman and George Athanopolous as my textbook. They discuss transformation and also say the fpp3 and the fable package automatically back transforms the point forecast. they also discuss the process which I find to be very cumbersome. Is there any R package which automatically back transforms the point forecast when I use xts objects ( RJH and GA use tsibble objects) with arfima/arima in the f...
2025 Apr 08
1
An opinion question, please
...ict yourself to S3 or S4 classes. Your "new package" can certainly build on other packages. (Why not?) As I wrote in my previous email, if you are dealing with time series you might want to consider appropriate classes already defined in other packages, such as those obtained via library(fpp3) In my work, I deal with many financial time series. I highly recommend the xts package which is a subclass of the zoo class. The zoo class is an S3 time series class built on matrix. The xts class is "designed for fast, consistent time-based indexing, ideal for financial time series" (q...
2024 Oct 04
1
Warning message: Removed 888 rows containing missing values or values outside the scale range (`geom_line()`)
Dear all, I tried to rerun the examples given by Hyndman in otexts but keep on getting errors and I have searched through google but no solution yet. Thank you in advance for any help given. library(fpp3) library(lubridate) library(xts) library(fabletools) library(ggplot2) library(dplyr) library(gridExtra) > dput(head(new_us_retail_employment,100))structure(list(Month = structure(c(-11323, -11292, -11264, -11233, -11203, -11172, -11142, -11111, -11080, -11050, -11019, -10989, -10958, -10927, -1...
2025 Apr 07
2
An opinion question, please
We can have different frequencies of data, including Business day data and daily data as our outputs. Both of those will start on Monday. Erin Hodgess, PhD mailto: erinm.hodgess at gmail.com On Mon, Apr 7, 2025 at 4:57?PM CALUM POLWART <polc1410 at gmail.com> wrote: > Clearly something has gone terribly wrong. Everyone is saying use S3. This > is an online discussion... So someone