RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL
Abstract & Details
Research Area
Climatology
Keywords
Granger causality
Impulse response function
Precipitation
Temperature
Vector Error Correction Model.
Abstract
The aim of this paper is to study the relationship between temperature and precipitation in southern of Madagascar using Vector Error Correction Model. We start from annual precipitation and temperature data representation of two zones in Southern of Madagascar. We use Vector Error Correction Model to make modeling. In the first time, we choose the lag which corresponds to the minimum of Aikaike Information Criterion. Then, we test the cointegration rank using Johansen approach. In the next step, we estimate the coefficients of the model. Then, we test the validity of the model. If the model is not valid, we choose another lag. After validating the model, we use Granger causality test to test the causality between temperature and precipitation. In the end, we interpret the impulse response functionto characterize the impact of variation of temperature.
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Harimino Andriamalala RAJAONARISOA | Doctoral School Physics and Applications, University of Antananarivo, Madagascar |
| 2 | Théodore TOTOZAFINY | Doctoral School Physics and Applications, University of Antananarivo, Madagascar |
| 3 | Pierre Christian RAKOTONIRINA | Higher Institute of Technology, University of Antananarivo, Madagascar |
| 4 | Adolphe Andriamanga RATIARISON | Doctoral School Physics and Applications, University of Antananarivo, Madagascar |
How to Cite
Use the following formats to cite this article in your research.
APA Style
RAJAONARISOA, Harimino Andriamalala, TOTOZAFINY, Théodore, RAKOTONIRINA, Pierre Christian, & RATIARISON, Adolphe Andriamanga (2021). RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL. International Journal of Advance Research and Innovative Ideas In Education, 7(6), 243-251.
MLA Style
RAJAONARISOA, Harimino Andriamalala, et al. "RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 6, 2021, pp. 243-251.
IEEE Style
Harimino Andriamalala RAJAONARISOA, Théodore TOTOZAFINY, Pierre Christian RAKOTONIRINA, and Adolphe Andriamanga RATIARISON, "RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 6, pp. 243-251, 2021.
Vancouver Style
RAJAONARISOA Harimino Andriamalala, TOTOZAFINY Théodore, RAKOTONIRINA Pierre Christian, RATIARISON Adolphe Andriamanga. RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(6):243-251.
Harvard Style
RAJAONARISOA, Harimino Andriamalala, TOTOZAFINY, Théodore, RAKOTONIRINA, Pierre Christian, & RATIARISON, Adolphe Andriamanga (2021) 'RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL', International Journal of Advance Research and Innovative Ideas In Education, 7(6), pp. 243-251.
Chicago Style
RAJAONARISOA, Harimino Andriamalala, et al. "RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL." International Journal of Advance Research and Innovative Ideas In Education 7, no. 6 (2021): 243-251.
Turabian Style
RAJAONARISOA, Harimino Andriamalala, et al. "RELATIONSHIP BETWEEN TEMPERATURE AND PRECIPITATION IN SOUTHERN OF MADAGASCAR USING VECTOR ERROR CORRECTION MODEL." International Journal of Advance Research and Innovative Ideas In Education 7, no. 6 (2021): 243-251.
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