How Long to Read Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)

How Long Does it Take to Read Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)?

It takes the average reader 8 hours and 21 minutes to read Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) by Ivan Svetunkov

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

Description

Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) focuses on a time series model in Single Source of Error state space form, called “ADAM” (Augmented Dynamic Adaptive Model). The book demonstrates a holistic view to forecasting and time series analysis using dynamic models, explaining how a variety of instruments can be used to solve real life problems. At the moment, there is no other tool in R or Python that would be able to model both intermittent and regular demand, would support both ETS and ARIMA, work with explanatory variables, be able to deal with multiple seasonalities (e.g. for hourly demand data) and have a support for automatic selection of orders, components and variables and provide tools for diagnostics and further improvement of the estimated model. ADAM can do all of that in one and the same framework. Given the rising interest in forecasting, ADAM, being able to do all those things, is a useful tool for data scientists, business analysts and machine learning experts who work with time series, as well as any researchers working in the area of dynamic models. Key Features: • It covers basics of forecasting, • It discusses ETS and ARIMA models, • It has chapters on extensions of ETS and ARIMA, including how to use explanatory variables and how to capture multiple frequencies, • It discusses intermittent demand and scale models for ETS, ARIMA and regression, • It covers diagnostics tools for ADAM and how to produce forecasts with it, • It does all of that with examples in R.

How long is Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)?

Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) by Ivan Svetunkov is 494 pages long, and a total of 125,476 words.

This makes it 167% the length of the average book. It also has 153% more words than the average book.

How Long Does it Take to Read Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) Aloud?

The average oral reading speed is 183 words per minute. This means it takes 11 hours and 25 minutes to read Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) aloud.

What Reading Level is Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)?

Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) is suitable for students ages 12 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 Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)?

Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) by Ivan Svetunkov 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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