Time Series Model Building On Climate Data In Sylhet
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Time Series Model Building On Climate Data In Sylhet

Univariate and Multivariate Approaches

Fuhad Ahmed, Ahmed Kabir Chowdhury

  1. 216 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF
Available until 10 Nov |Learn more

Time Series Model Building On Climate Data In Sylhet

Univariate and Multivariate Approaches

Fuhad Ahmed, Ahmed Kabir Chowdhury

Book details
Table of contents
Citations

About This Book

In this study, it has attempted both univariate and multivariate approaches of time series analysis. This study has conducted at Slyhet division in Bangladesh. Firstly, we discussed the methodologies that are used in this study. Secondly, we have shown the univariate time series (monthly maximum temperature, monthly minimum temperature, monthly maximum humidity, monthly minimum humidity, monthly average cloud amount, monthly average rainfall, monthly average sea level pressure in Sylhet) graphically to study their descriptive statistics. Thirdly, we have fitted SARIMA model for each of the univariate time series. The fitted models for monthly maximum temperature, monthly minimum temperature, monthly maximum humidity, monthly minimum humidity, monthly average cloud amount, monthly average rainfall and monthly average sea level pressure are ARIMA (1, 0, 0)×(2, 0, 0)12, ARIMA (2, 0, 0)×(2, 0, 0)12, ARIMA (3, 1, 0)×(2, 0, 0)12, ARIMA (0, 0, 0)×(2, 0, 0)12, ARIMA (0, 0, 0)×(2, 0, 0)12, ARIMA (1, 0, 0)×(2, 0, 0)12 and (1, 0, 0)×(2, 0, 0)12 respectively. We have constructed the VAR (2) model which includes seven equations for the seven variables. These all models have successfully passed the diagnostic stage.

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Information

Publisher
LAP LAMBERT Academic Publishing
Year
2014
ISBN
9783659599149
Edition
1
Topic
Mathematics
Subtopic
Functional Analysis
Index
Mathematics

Table of contents

    Citation styles for Time Series Model Building On Climate Data In Sylhet

    APA 6 Citation

    Ahmed, F., & Chowdhury, A. K. (2014). Time Series Model Building On Climate Data In Sylhet (1st ed.). LAP LAMBERT Academic Publishing. Retrieved from https://www.perlego.com/book/3344392 (Original work published 2014)

    Chicago Citation

    Ahmed, Fuhad, and Ahmed Kabir Chowdhury. (2014) 2014. Time Series Model Building On Climate Data In Sylhet. 1st ed. LAP LAMBERT Academic Publishing. https://www.perlego.com/book/3344392.

    Harvard Citation

    Ahmed, F. and Chowdhury, A. K. (2014) Time Series Model Building On Climate Data In Sylhet. 1st edn. LAP LAMBERT Academic Publishing. Available at: https://www.perlego.com/book/3344392 (Accessed: 3 July 2024).

    MLA 7 Citation

    Ahmed, Fuhad, and Ahmed Kabir Chowdhury. Time Series Model Building On Climate Data In Sylhet. 1st ed. LAP LAMBERT Academic Publishing, 2014. Web. 3 July 2024.