Comparing climate time series – Part 1: Univariate test
نویسندگان
چکیده
منابع مشابه
Benchmarking Univariate Time Series Classifiers
Time series are a collection of values sequentially recorded over time. Nowadays, sensors for recording time series are omnipresent as RFID chips, wearables, smart homes, or event-based systems. Time series classification aims at predicting a class label for a time series whose label is unknown. Therefore, a classifier has to train a model using labeled samples. Classification time is a key cha...
متن کاملAnomaly Detection for Univariate Time-Series Data
Some of the biggest challenges in anomaly based network intrusion detection systems have to do with being able to handle anomaly detection at huge scale, in real time. The incoming data stream is homogeneous, containing different anomalous patterns along with a large amount of normal data. We pose the problem as that of detecting the anomaly in the data stream in realtime. We define an approach...
متن کاملTime series analysis - univariate and multivariate methods
Spend your time even for only few minutes to read a book. Reading a book will never reduce and waste your time to be useless. Reading, for some people become a need that is to do every day such as spending time for eating. Now, what about you? Do you like to read a book? Now, we will show you a new book enPDFd time series analysis univariate and multivariate methods that can be a new way to exp...
متن کاملSome Univariate Time Series Properties of Output
This paper deals with the size of the random walk property of Colombia ́s output in two periods 1925-1994 and 1950-1994. GDP and GDPPC were both found to be integrated of order one a result which is very well known. The sequences are highly persistent, specially in the period 19501994. The forecast error when an innovation of 1 percent enters into the economy is about 1.5 percent in the very lon...
متن کاملUnivariate and multivariate properties of wind velocity time series
We analyze the time series of hourly average wind speeds measured at 29 different stations located in Sicily, a region with a complex morphology. The investigation, performed from the univariate as well as the multivariate point of view, evidences that the statistical properties of wind at the single sites have features that are not reproduced by standard models and, thus, require specific mode...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Advances in Statistical Climatology, Meteorology and Oceanography
سال: 2020
ISSN: 2364-3587
DOI: 10.5194/ascmo-6-159-2020