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California Expenditure VS. Immigration By: Daniel Jiang, Keith Cochran, Justin Adams, Hung Lam, Steven Carlson, Gregory Wiefel Fall 2003
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Introduction What: Economic significance of relationship between California Immigration and California Expenditure Why: Recent California budget crisis How: Propose hypothesis, gather data and run regression. Evaluate regression to see if H 0 is rejected.
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Original Hypothesis H 0 : (m = 0); No relationship between Immigration and Expenditure. H 1 : (m 0); Correlation exists: Expenditure dependent on level of Immigration.
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Data
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Immigration VS Expenditure
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Regression Dependent Variable: CAEXPENDITURES Method: Least Squares Sample: 1 19 Included observations: 19 VariableCoefficientStd. Errort-StatisticProb. CAIMMIGRATION0.2363120.0742623.1821280.0055 C814.955714972.460.0544300.9572 R-squared0.373294 Mean dependent var47463.47 Adjusted R-squared0.336429 S.D. dependent var16294.13 S.E. of regression13273.18 Akaike info criterion21.92418 Sum squared resid3.00E+09 Schwarz criterion22.02359 Log likelihood-206.2797 F-statistic10.12594 Durbin-Watson stat0.388539 Prob(F-statistic)0.005453
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Actual, Fitted, Residual Graph
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Result of Regression R 2 : Significant ratio between Explained and Unexplained. (~37%) F-stat: Significant F-stat value of 10.125 T-stat: Value indicates that regression was significant (3.182) Residual: Show signs of autocorrelation; when it is positive it tends to stay positive, and when it is negative it also tends to stay negative
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General Trend Positive slope indicates that an increase in immigration would result in an increase in expenditure.
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Conclusion Result of the regression helps support the alternative hypothesis – there is a significant correlation between California Immigration & Expenditure. This confirms our initial hypothesis that there is a positive relationship between California Immigration & Expenditure.
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Arnold: “They keep coming!!” Currently, $3 billion spent annually on the 2.5 million illegal immigrants residing in California Only $220 million received from federal government to offset these costs This analysis supports Arnold’s policy to curb illegal immigration
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