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The Final Project discusses the estimation of the magnitudes of earthquakes in Indonesia (from 7 north latitude to 12 south latitude and from 94 to 142 east longitude) using earthquake data from 1980 to 2005. The model used to analyze the data is multiple linear regression. The magnitude of the eart...
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| Main Author: | |
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| Format: | Final Project |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/11604 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | The Final Project discusses the estimation of the magnitudes of earthquakes in Indonesia (from 7 north latitude to 12 south latitude and from 94 to 142 east longitude) using earthquake data from 1980 to 2005. The model used to analyze the data is multiple linear regression. The magnitude of the earthquake is the response variable whereas latitude, longitude, depth and months (the time the earthquakes occur) are the predictors. Residual analysis is carried out to check how good the model is in representing the earthquake data. Data analysis indicates that magnitudes of earthquakes in Indonesia could be modeled by multiple linear regression, except in Sumatra island region. <br />
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