How Long to Read Multiscale Forecasting Models

How Long Does it Take to Read Multiscale Forecasting Models?

It takes the average reader 2 hours and 5 minutes to read Multiscale Forecasting Models by Lida Mercedes Barba Maggi

Assuming a reading speed of 250 words per minute. Learn more

Description

This book presents two new decomposition methods to decompose a time series in intrinsic components of low and high frequencies. The methods are based on Singular Value Decomposition (SVD) of a Hankel matrix (HSVD). The proposed decomposition is used to improve the accuracy of linear and nonlinear auto-regressive models. Linear Auto-regressive models (AR, ARMA and ARIMA) and Auto-regressive Neural Networks (ANNs) have been found insufficient because of the highly complicated nature of some time series. Hybrid models are a recent solution to deal with non-stationary processes which combine pre-processing techniques with conventional forecasters, some pre-processing techniques broadly implemented are Singular Spectrum Analysis (SSA) and Stationary Wavelet Transform (SWT). Although the flexibility of SSA and SWT allows their usage in a wide range of forecast problems, there is a lack of standard methods to select their parameters. The proposed decomposition HSVD and Multilevel SVD are described in detail through time series coming from the transport and fishery sectors. Further, for comparison purposes, it is evaluated the forecast accuracy reached by SSA and SWT, both jointly with AR-based models and ANNs.

How long is Multiscale Forecasting Models?

Multiscale Forecasting Models by Lida Mercedes Barba Maggi is 124 pages long, and a total of 31,496 words.

This makes it 42% the length of the average book. It also has 38% more words than the average book.

How Long Does it Take to Read Multiscale Forecasting Models Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 52 minutes to read Multiscale Forecasting Models aloud.

What Reading Level is Multiscale Forecasting Models?

Multiscale Forecasting Models is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Multiscale Forecasting Models?

Multiscale Forecasting Models by Lida Mercedes Barba Maggi is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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