How Long to Read Regression Models for Time Series Analysis

How Long Does it Take to Read Regression Models for Time Series Analysis?

It takes the average reader 6 hours to read Regression Models for Time Series Analysis by Benjamin Kedem

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

Description

A thorough review of the most current regression methods in timeseries analysis Regression methods have been an integral part of time seriesanalysis for over a century. Recently, new developments have mademajor strides in such areas as non-continuous data where a linearmodel is not appropriate. This book introduces the reader to newerdevelopments and more diverse regression models and methods fortime series analysis. Accessible to anyone who is familiar with the basic modern conceptsof statistical inference, Regression Models for Time SeriesAnalysis provides a much-needed examination of recent statisticaldevelopments. Primary among them is the important class of modelsknown as generalized linear models (GLM) which provides, under someconditions, a unified regression theory suitable for continuous,categorical, and count data. The authors extend GLM methodology systematically to time serieswhere the primary and covariate data are both random andstochastically dependent. They introduce readers to variousregression models developed during the last thirty years or so andsummarize classical and more recent results concerning state spacemodels. To conclude, they present a Bayesian approach to predictionand interpolation in spatial data adapted to time series that maybe short and/or observed irregularly. Real data applications andfurther results are presented throughout by means of chapterproblems and complements. Notably, the book covers: * Important recent developments in Kalman filtering, dynamic GLMs,and state-space modeling * Associated computational issues such as Markov chain, MonteCarlo, and the EM-algorithm * Prediction and interpolation * Stationary processes

How long is Regression Models for Time Series Analysis?

Regression Models for Time Series Analysis by Benjamin Kedem is 360 pages long, and a total of 90,000 words.

This makes it 121% the length of the average book. It also has 110% more words than the average book.

How Long Does it Take to Read Regression Models for Time Series Analysis Aloud?

The average oral reading speed is 183 words per minute. This means it takes 8 hours and 11 minutes to read Regression Models for Time Series Analysis aloud.

What Reading Level is Regression Models for Time Series Analysis?

Regression Models for Time Series Analysis 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 Regression Models for Time Series Analysis?

Regression Models for Time Series Analysis by Benjamin Kedem 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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