01:013:140 Study Guide - Quiz Guide: Ceteris Paribus, Null Hypothesis, Eviews

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The multiple linear regression model created by the e-views can be expressed as below: Unemployment rate= -160 + 6. 27x1 0. 73x2 + 0. 46x3 + . Where, x1 = population of china; x2 = gdp; x3 = life expectancy of birth; = residual. The average value of unemployment is 1. 6 % in china when the independent variable (population of china, gdp, and life expectancy of birth) are equal to zero. When the population of increased in 6. 27% in china, the unemployment rate will increase 1. 6% in. Meanwhile, when the gdp decreased by 0. 72 trillion, it will causes the unemployment increased as they are negative relationship. Moreover, the above also evidenced when the life expectancy increased by 1 unit, the unemployment rate will increased by 0. 46%. The coefficient of determination (r2) in this model is 0. 954599. However, as our model is a multiple regression, we are more interesting in examine the adjusted r2, which is.

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