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Published byJohnathan Abraham Armstrong Modified over 9 years ago
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Chapter Two Observing and Explaining the Economy
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Figure 2.5: Relative Price of Health Care versus Health-Care Spending Share
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Correlation vs. Causation Positive Correlation: While reading a graph from LEFT TO RIGHT, one variable increases as the other increases, moving in the SAME direction (UPWARD HILL) Negative Correlation: While reading a graph from LEFT TO RIGHT, one variable decreases as the other increases, moving in OPPOSITE directions (DOWNWARD HILL)
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Figure 2.8: A Model with Two Negatively Related Variables
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Figure 2.7: A Model with Two Positively Related Variables
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Causation vs. Correlation, continued IMPORTANT! – Just because there is a correlation between two variables does not mean that one CAUSED the other. Correlation: One event is usually observed to occur along with another. Causation: One event brings about another. Example: When the thermometer reads 90º, does it CAUSE it to be hot out? NO – they are correlated. However, consider the reverse – when it is hot out does it CAUSE the thermometer to read 90°? YES – that is a CAUSAL relationship. Back to health-care: We can speak of the CORRELATION, but don’t know about the CAUSATION
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Reading, Understanding, and Creating Graphs Cartesian Coordinate Plane: 2 dimensional, x and y axis Time series graph: Plots a series (several values) of the variable over time.
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Figure 2A.1: U.S. Federal Debt
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Figure 2A.2: Stretching the Debt Story in Two Ways – SAME DATA
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Figure 2A.3: U.S. Federal Debt in Bars
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Figure 2A.6: Comparing Two Time Series with a Dual Scale
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Figure 2A.7: Scatter Plot
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Figure 2A.8: Pie Chart Showing the Shares of the World's GDP
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Figure 2A.9: Measuring the Slope
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SLOPE Slope = rise OR Δy run Δx run Δx Steeper the curve = Bigger the slope Almost flat curve = Almost zero slope Read graphs LEFT TO RIGHT If slope is constant, then the line is LINEAR and has no bends
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Figure 2A.10: A Relationship with a Negative Slope
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Figure 2A.11: Six Types of Relationships
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